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+[{"Q_fullText": "Document 1: \nGrowth on My Dog's Eye\n\nSo my dog is getting older (11 years, rescue, we have no idea what she is) and I've noticed some skin tags growing on her bottom eyelid. It doesn't seem to bother her too much, but her eye is getting red and weeps throughout the day. One skin tag wouldn't worry me, but another is starting to grow and it's much larger than the first. I plan on taking her to the vet soon, but I'm worried about her needing to go under anesthesia to get these skin tags removed. I'm also afraid of it being something more insidious, like a tumor.\n\nHas anybody else seen this in their older dogs? I'm a little nervous about it and I think hearing some other stories would help me to understand what this might be, benign or otherwise.\n\nDocument 2: \nWhy Does My Dog Have Lumps?\n\nI've noticed that my dog is starting to get lumps all across her body, mostly along her ribs and stomach. They're sort of softer lumps that vary in size and are disc-shaped to the touch. I was planning on asking the vet about them when I took her for a checkup, but the vet ushered my dog in very quickly in and out, and didn't mention the lumps at all. I couldn't even ask her about them because I wasn't in the back room with my dog during the checkup.\n\nSince the vet didn't say anything, I'm assuming everything is okay, but I'd like to hear that directly from the vet. I know these lumps could also just be caused by her getting older (she'll be 12 this month, and she's a medium-sized dog, 60 lbs). But she just keeps getting more of them, and I'm worried about it. Has this happened to other dog owners with other dogs, and if so, what did the lumps end up being? Should I schedule another appointment with my vet?", "Q_authorID": "46a605d6-9174-5557-9f0f-8734a8cd3f93", "latent_rank": [2, 1, 0], "system_rank": [{"id": 3, "title": "Author 3", "body": ""}, {"id": 2, "title": "Author 2", "body": ""}, {"id": 1, "title": "Author 1", "body": ""}], "rank_1": "1. Author 3", "rank_2": "2. Author 2", "rank_3": "3. 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Goes in directions you don't expect and shit really hits the fan. Some of what happens in the final act feels like it shouldn't work at all, but <PERSON> executes it brilliantly. The directing is extremely skilled and the tension <PERSON> builds throughout is impeccable. <PERSON> and <PERSON> are on the top of their game. The entire second half of the movie is largely their characters just breaking each other down and they bring it all to 200%. Also going to shout out the score to this one which made the movie all the more engaging and suspenseful.\n\nAlso spot the <PERSON> reference in the last scene.", "a0_authorID": "08ddcde1-300a-4647-ef02-31799b7d7260", "a1_fullText": "Document 1: \nI Accidentally Got Somebody Fired (???)\n\nI work as an editor at a mining company, and the learning curve is steep when trying to learn the company's formatting style guide AND mining terminology. So about a month into the position, I was still making a lot of mistakes. My manager, luckily, is the chillest guy ever (60-something, long hair, earring, big Girl Dad energy). Very early on I learned he had my back.\n\nOne day, I'm trying to troubleshoot a problem with a writer. There's naturally a lot of back and forth between editing and writing, and everybody is very friendly. But this writer speeds through a solution that I don't really understand. Being new, I nod and agree, then report to my manager, only to realize I didn't understand the writer's solution at all. We both return to the writer's desk, and the writer is VERY huffy about having to reexplain himself. Eye rolling, slouching, head in hands kind of thing. Later, when me and my manager are in a private conference room, my manager brings it up. \"What IS the deal with that guy?\" he asks me, then dishes out the hottest tea about the writer for the next ten minutes.\n\nThe next day is tense. The writer is ignoring me, and it feels like everybody but me is getting called into a closed office. At the end of the day I walk to my car and I see the writer in his car, just sitting there. I wanted to confront him about the tension of the situation, but decided against it. Thank god I didn't, because the next morning I learn that he was fired that evening. I feel bad about it, but I couldn't have prevented it. Mostly I'm glad to have a great manager.", "a1_authorID": "46a605d6-9174-5557-9f0f-8734a8cd3f93", "a2_fullText": "Document 1: \nI don\u2019t know what my cat wants\n\nI don\u2019t know what my cat wants. My cat is 4 years old, I\u2019ve had her since she was a kitten and her first home was at my parents. She grew up with our family dog, and was an indoor cat mostly but she would wander outside to potty and would always be near by. I just recently moved to an apartment with my s/o (about 3 weeks now) and of course my kitty came with. However my cat meows continuously at the both of us. She has all her necessities (food, water, clean litter box, toys) and whenever any one of us is doing anything she will come up to us and meow. We give her attention but she sort of walks off and will continue to meow. She lays with us, enjoys rubbing herself on our legs/feet but the minute we do anything else she\u2019ll go right back to meowing. As far as playing, that will keep her entertained for a few minutes and then she will no longer play and will go back to yeah.. meowing! She also no longer wants to spend any time outside. I understand she needs time to adjust to her new home but I just want to make sure there is nothing else she needs from me. Could she be lonely? Just wanting more attention?", "a2_authorID": "5edcd658-c881-5444-30f5-7778abc820d9", "authors_texts_as_html": "\n<!DOCTYPE html>\n<html lang=\"en\">\n<head>\n    <meta charset=\"UTF-8\">\n    <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\">\n    <title>Label Studio HTML</title>\n    <style>\n        .container {\n            overflow: auto;\n            border: solid 1px black;\n            padding: 10px;\n            margin: 0px 20px 5px 0px;\n        }\n        .flex-container {\n            display: flex;\n        }\n        .flex-item {\n            flex: 33%;\n            padding: 10px;\n            margin: 0px 20px 5px 0px;\n            border: solid 1px black;\n        }\n        h3 {\n            text-decoration: underline;\n        }\n    </style>\n</head>\n<body>\n    <div class=\"container\">\n        <h3>Mystery Author</h3>\n        <p id=\"query-text\">Document 1: \nGrowth on My Dog's Eye\n\nSo my dog is getting older (11 years, rescue, we have no idea what she is) and I've noticed some skin tags growing on her bottom eyelid. It doesn't seem to bother her too much, but her eye is getting red and weeps throughout the day. One skin tag wouldn't worry me, but another is starting to grow and it's much larger than the first. I plan on taking her to the vet soon, but I'm worried about her needing to go under anesthesia to get these skin tags removed. I'm also afraid of it being something more insidious, like a tumor.\n\nHas anybody else seen this in their older dogs? I'm a little nervous about it and I think hearing some other stories would help me to understand what this might be, benign or otherwise.\n\nDocument 2: \nWhy Does My Dog Have Lumps?\n\nI've noticed that my dog is starting to get lumps all across her body, mostly along her ribs and stomach. They're sort of softer lumps that vary in size and are disc-shaped to the touch. I was planning on asking the vet about them when I took her for a checkup, but the vet ushered my dog in very quickly in and out, and didn't mention the lumps at all. I couldn't even ask her about them because I wasn't in the back room with my dog during the checkup.\n\nSince the vet didn't say anything, I'm assuming everything is okay, but I'd like to hear that directly from the vet. I know these lumps could also just be caused by her getting older (she'll be 12 this month, and she's a medium-sized dog, 60 lbs). But she just keeps getting more of them, and I'm worried about it. Has this happened to other dog owners with other dogs, and if so, what did the lumps end up being? Should I schedule another appointment with my vet?</p>\n    </div>\n    \n    <div class=\"flex-container\">\n        <div class=\"flex-item\">\n            <h3>Author 1</h3>\n            <p id=\"a1-text\">Document 1: \nFair Play\n\nVery anxiety-inducing and uncomfortable. Goes in directions you don't expect and shit really hits the fan. Some of what happens in the final act feels like it shouldn't work at all, but <PERSON> executes it brilliantly. The directing is extremely skilled and the tension <PERSON> builds throughout is impeccable. <PERSON> and <PERSON> are on the top of their game. The entire second half of the movie is largely their characters just breaking each other down and they bring it all to 200%. Also going to shout out the score to this one which made the movie all the more engaging and suspenseful.\n\nAlso spot the <PERSON> reference in the last scene.</p>\n        </div>\n        <div class=\"flex-item\">\n            <h3>Author 2</h3>\n            <p id=\"a2-text\">Document 1: \nI Accidentally Got Somebody Fired (???)\n\nI work as an editor at a mining company, and the learning curve is steep when trying to learn the company's formatting style guide AND mining terminology. So about a month into the position, I was still making a lot of mistakes. My manager, luckily, is the chillest guy ever (60-something, long hair, earring, big Girl Dad energy). Very early on I learned he had my back.\n\nOne day, I'm trying to troubleshoot a problem with a writer. There's naturally a lot of back and forth between editing and writing, and everybody is very friendly. But this writer speeds through a solution that I don't really understand. Being new, I nod and agree, then report to my manager, only to realize I didn't understand the writer's solution at all. We both return to the writer's desk, and the writer is VERY huffy about having to reexplain himself. Eye rolling, slouching, head in hands kind of thing. Later, when me and my manager are in a private conference room, my manager brings it up. \"What IS the deal with that guy?\" he asks me, then dishes out the hottest tea about the writer for the next ten minutes.\n\nThe next day is tense. The writer is ignoring me, and it feels like everybody but me is getting called into a closed office. At the end of the day I walk to my car and I see the writer in his car, just sitting there. I wanted to confront him about the tension of the situation, but decided against it. Thank god I didn't, because the next morning I learn that he was fired that evening. I feel bad about it, but I couldn't have prevented it. Mostly I'm glad to have a great manager.</p>\n        </div>\n        <div class=\"flex-item\">\n            <h3>Author 3</h3>\n            <p id=\"a3-text\">Document 1: \nI don\u2019t know what my cat wants\n\nI don\u2019t know what my cat wants. My cat is 4 years old, I\u2019ve had her since she was a kitten and her first home was at my parents. She grew up with our family dog, and was an indoor cat mostly but she would wander outside to potty and would always be near by. I just recently moved to an apartment with my s/o (about 3 weeks now) and of course my kitty came with. However my cat meows continuously at the both of us. She has all her necessities (food, water, clean litter box, toys) and whenever any one of us is doing anything she will come up to us and meow. We give her attention but she sort of walks off and will continue to meow. She lays with us, enjoys rubbing herself on our legs/feet but the minute we do anything else she\u2019ll go right back to meowing. As far as playing, that will keep her entertained for a few minutes and then she will no longer play and will go back to yeah.. meowing! She also no longer wants to spend any time outside. I understand she needs time to adjust to her new home but I just want to make sure there is nothing else she needs from me. Could she be lonely? Just wanting more attention?</p>\n        </div>\n    </div>\n</body>\n</html>\n\n", "explanation": "\n<p><strong>The following is a selection of writing style descriptions that our system identified in the text. For each style, we show how much it applies to each of the authors (higher score == more applicability and lower score == less applicability). The lowest score is 0, and the highest is +1. According to this analysis, our AI model made the recommendation below</strong></p>\n<p><strong>Style 1:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is known for favoring formal language and using polite and professional communication style. They frequently include extra details and create a connection with the reader through direct engagement in their work. Additionally, the author uses clear language and pronouns followed by adpositions in their writing.</em></span></p>\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.46</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.68</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.64</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.39</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n\n<p><strong>Style 2:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author uses a variety of part-of-speech bigrams, including adverb followed by adverb, verb followed by adverb, and noun followed by adverb. Additionally, formal language and diverse vocabulary are employed, along with the use of the coordinating conjunction 'and' and the punctuation mark '\u2019'.</em></span></p>\n\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.44</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.66</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.61</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.28</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n<p><strong>Style 3:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is adept at incorporating complex ideas while also utilizing informal language. They frequently use adverbs in conjunction with other parts of speech and often employ coordinating conjunctions followed by adjectives. Additionally, the author's writing style includes the use of punctuation marks like \u2018 and particles followed by adjectives.</em></span></p>\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.42</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.66</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.58</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.29</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n\n", "gt_idx": 1, "source": "llm_tfidf_rep"}, {"Q_fullText": "Document 1: \nMy dog refuses his dry food\n\nHi guys, I have a 4 years old dog and he is very voracious, I mean he can eat anything, but without any warning he stopped eating dry food, he does not eat it no matter how hungry he is.\n\nThe vet told me to change the brand of dry food I give him but I tried 4 different brands and tried adding some ingredients but I did not succeed.\n\nHas anyone had a similar experience???\n\nAs you know, wet food can be more expensive than dry food and I am not able to afford the extra costs.\n\nWhat is the best brand of dry dog food?? I mean what dry food do dogs prefer?? I want something my dog can find delicious\n\nDocument 2: \nSuitable tank size for 12 small fish\n\nI have 6 swordtails and recently added 6 more of the same kind to the tank but I noticed that they are uncomfortable and have become aggressive towards each other.\n\nDoes this have anything to do with the size of the tank???\n\nbecause my tank is 12 gallons but it's full of ornaments and a few small stones in the bottom and I clean it once a week.\n\nI want to know the appropriate tank size for 12 fish and the amount of food I should give to the fish every day in order for them to be more friendly towards each other and to be able to swim freely and comfortably", "Q_authorID": "98421095-1e78-5aeb-a9a4-aff6375a4463", "latent_rank": [1, 2, 0], "system_rank": [{"id": 2, "title": "Author 2", "body": ""}, {"id": 3, "title": "Author 3", "body": ""}, {"id": 1, "title": "Author 1", "body": ""}], "rank_1": "1. Author 2", "rank_2": "2. 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0.2536163580704768, 0.43619934423376655, 0.5452479315568357, 0.29180829099541994, 0.35332541522924366, 0.3689236438465183, 0.3024338942814809]], "rep_clusters": [5, 7, 38], "a0_fullText": "Document 1: \n<PERSON>: The World's a Little Blurry\n\nI started this 2 hour and 20 minute epic at 2.30 in the morning and i didn't regret a second of it. I've been a fan of <PERSON> since 2018, and i can honestly say that i wasn't surprised at all that this film is as good as it is. <PERSON> carries with her an openness and authenticity wherever she goes, it's in everything she puts out into the world. She is a documentary filmmaker's ultimate dream subject. This openness makes the fly on the wall approach very fitting, but one must not underestimate the powerful direction that's at play as well. It isn't until <PERSON> gets to cry in the arms of her childhood idol, <PERSON>, that it suddenly becomes clear what this film is really about. It's the overwhelming fierceness with how you experience just everything when you're a teenager. How you desperately cling onto people, community, art, music to make sense of all that, and how we are forever in debt to those years when everything happened.", "a0_authorID": "901ca031-885d-b18b-11a9-4fa8550e50a7", "a1_fullText": "Document 1: \nYour boss can kick you out no matter what he wears\n\nMy boos at work is very funny and we joke with him a lot, yesterday I was talking to my colleagues about his suit because he was wearing a really funny blue suit that did not fit his size, and while I was talking about that , all of my colleagues suddenly stopped talking and they were looking at the door behind me, I knew immediately that he was behind me, I really felt as I was in a comedy movie.\n\nSo I looked at him fearfully, and I swear I was sure he was going to cause me a problem, but he looked at me for 10 seconds without a word, then suddenly he laughed and said: unless you want to get fired from your job by someone in a funny suit like that, I advise you to get back to work right now, that was very funny.\n\nDocument 2: \nIn loving memory of <PERSON>, who was born in <LOCATION>, <LOCATION>, on <DATE_TIME>, and passed away on <DATE_TIME>, due to a tragic car accident at <DATE_TIME>.\n\n<PERSON> lived a short life, but he was able to offer a lot to those around him, and he surrounded them with love and generosity and stood by everyone in all the hard times.\n\nHe obtained a bachelor's degree in history, worked in a museum for <DATE_TIME>, and several scientific research papers were published in his name.\n\nThe family of the deceased, including his father (<PERSON>), his mother (<PERSON>), and his brothers (<PERSON>, <PERSON>) invite you to attend the memorial service on <DATE_TIME> at <DATE_TIME> at Cremation Green Church, where burial will take place in the presence of family members and friends.\n\nDocument 3: \nTouch induction stove from DUXTOP, 1800 watts, large size, and high energy efficiency\n\nThe modern induction stove from the well-known brand DUXTOP, was manufactured according to the latest European standards in order to provide the best performance with the lowest energy consumption. It operates on 110 V with intermittent operation technology that saves up to 83% of energy. Equipped with a touch screen, a high-precision thermometer, an electronic timer, safe, modern, noiseless, covered with a glass layer that is resistant to breakage and high temperatures, very easy to clean; make sure to let it cool before start cleaning. Do not disable the voice alarm feature except when absolutely necessary.", "a1_authorID": "98421095-1e78-5aeb-a9a4-aff6375a4463", "a2_fullText": "Document 1: \nMy call centre job is awful\n\nEverything that could go wrong has\u2026. Unsupportive and rude supervisors. Overly critical moody and unkind coworkers. We have hot desks and so we can sit wherever we want and yet apparently I sat in someone else\u2019s seat today and she wasn\u2019t happy about it. It\u2019s such a small call centre I can\u2019t get away from these rude and unsupportive people.\n\nI\u2019m the newest one and yet supervisors never ask how I am or if I am enjoying the work or coping ok. They only write nasty negative emails to me without explaining what they mean or actually training me. I had arranged to meet with the boss yesterday but he didn\u2019t have time and then today when I asked him about the meeting he was extremely rude and made me feel awful for asking (this is my first time asking for a meeting with anyone). I wanted to explain how I feel isolated how no one is helping me, how my training was inadequate, how my co workers are unfriendly and rude (one in particular keeps harassing me and criticising me). Yet he responded in exactly the same way so I understand it\u2019s the environment here. They are nasty and just do not care.\n\nDisappointed as I tried so hard my first month here. My confidence has been shaken and it\u2019s truly awful. I can do the monotonous work well I think but the people are unhelpful unkind and so unsupportive. I trained people at my last job and I\u2019m shocked at the attitude of \u201csupervisors\u201d here.", "a2_authorID": "f23ecc91-e465-b962-403c-4f7b5f83a125", "authors_texts_as_html": "\n<!DOCTYPE html>\n<html lang=\"en\">\n<head>\n    <meta charset=\"UTF-8\">\n    <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\">\n    <title>Label Studio HTML</title>\n    <style>\n        .container {\n            overflow: auto;\n            border: solid 1px black;\n            padding: 10px;\n            margin: 0px 20px 5px 0px;\n        }\n        .flex-container {\n            display: flex;\n        }\n        .flex-item {\n            flex: 33%;\n            padding: 10px;\n            margin: 0px 20px 5px 0px;\n            border: solid 1px black;\n        }\n        h3 {\n            text-decoration: underline;\n        }\n    </style>\n</head>\n<body>\n    <div class=\"container\">\n        <h3>Mystery Author</h3>\n        <p id=\"query-text\">Document 1: \nMy dog refuses his dry food\n\nHi guys, I have a 4 years old dog and he is very voracious, I mean he can eat anything, but without any warning he stopped eating dry food, he does not eat it no matter how hungry he is.\n\nThe vet told me to change the brand of dry food I give him but I tried 4 different brands and tried adding some ingredients but I did not succeed.\n\nHas anyone had a similar experience???\n\nAs you know, wet food can be more expensive than dry food and I am not able to afford the extra costs.\n\nWhat is the best brand of dry dog food?? I mean what dry food do dogs prefer?? I want something my dog can find delicious\n\nDocument 2: \nSuitable tank size for 12 small fish\n\nI have 6 swordtails and recently added 6 more of the same kind to the tank but I noticed that they are uncomfortable and have become aggressive towards each other.\n\nDoes this have anything to do with the size of the tank???\n\nbecause my tank is 12 gallons but it's full of ornaments and a few small stones in the bottom and I clean it once a week.\n\nI want to know the appropriate tank size for 12 fish and the amount of food I should give to the fish every day in order for them to be more friendly towards each other and to be able to swim freely and comfortably</p>\n    </div>\n    \n    <div class=\"flex-container\">\n        <div class=\"flex-item\">\n            <h3>Author 1</h3>\n            <p id=\"a1-text\">Document 1: \n<PERSON>: The World's a Little Blurry\n\nI started this 2 hour and 20 minute epic at 2.30 in the morning and i didn't regret a second of it. I've been a fan of <PERSON> since 2018, and i can honestly say that i wasn't surprised at all that this film is as good as it is. <PERSON> carries with her an openness and authenticity wherever she goes, it's in everything she puts out into the world. She is a documentary filmmaker's ultimate dream subject. This openness makes the fly on the wall approach very fitting, but one must not underestimate the powerful direction that's at play as well. It isn't until <PERSON> gets to cry in the arms of her childhood idol, <PERSON>, that it suddenly becomes clear what this film is really about. It's the overwhelming fierceness with how you experience just everything when you're a teenager. How you desperately cling onto people, community, art, music to make sense of all that, and how we are forever in debt to those years when everything happened.</p>\n        </div>\n        <div class=\"flex-item\">\n            <h3>Author 2</h3>\n            <p id=\"a2-text\">Document 1: \nYour boss can kick you out no matter what he wears\n\nMy boos at work is very funny and we joke with him a lot, yesterday I was talking to my colleagues about his suit because he was wearing a really funny blue suit that did not fit his size, and while I was talking about that , all of my colleagues suddenly stopped talking and they were looking at the door behind me, I knew immediately that he was behind me, I really felt as I was in a comedy movie.\n\nSo I looked at him fearfully, and I swear I was sure he was going to cause me a problem, but he looked at me for 10 seconds without a word, then suddenly he laughed and said: unless you want to get fired from your job by someone in a funny suit like that, I advise you to get back to work right now, that was very funny.\n\nDocument 2: \nIn loving memory of <PERSON>, who was born in <LOCATION>, <LOCATION>, on <DATE_TIME>, and passed away on <DATE_TIME>, due to a tragic car accident at <DATE_TIME>.\n\n<PERSON> lived a short life, but he was able to offer a lot to those around him, and he surrounded them with love and generosity and stood by everyone in all the hard times.\n\nHe obtained a bachelor's degree in history, worked in a museum for <DATE_TIME>, and several scientific research papers were published in his name.\n\nThe family of the deceased, including his father (<PERSON>), his mother (<PERSON>), and his brothers (<PERSON>, <PERSON>) invite you to attend the memorial service on <DATE_TIME> at <DATE_TIME> at Cremation Green Church, where burial will take place in the presence of family members and friends.\n\nDocument 3: \nTouch induction stove from DUXTOP, 1800 watts, large size, and high energy efficiency\n\nThe modern induction stove from the well-known brand DUXTOP, was manufactured according to the latest European standards in order to provide the best performance with the lowest energy consumption. It operates on 110 V with intermittent operation technology that saves up to 83% of energy. Equipped with a touch screen, a high-precision thermometer, an electronic timer, safe, modern, noiseless, covered with a glass layer that is resistant to breakage and high temperatures, very easy to clean; make sure to let it cool before start cleaning. Do not disable the voice alarm feature except when absolutely necessary.</p>\n        </div>\n        <div class=\"flex-item\">\n            <h3>Author 3</h3>\n            <p id=\"a3-text\">Document 1: \nMy call centre job is awful\n\nEverything that could go wrong has\u2026. Unsupportive and rude supervisors. Overly critical moody and unkind coworkers. We have hot desks and so we can sit wherever we want and yet apparently I sat in someone else\u2019s seat today and she wasn\u2019t happy about it. It\u2019s such a small call centre I can\u2019t get away from these rude and unsupportive people.\n\nI\u2019m the newest one and yet supervisors never ask how I am or if I am enjoying the work or coping ok. They only write nasty negative emails to me without explaining what they mean or actually training me. I had arranged to meet with the boss yesterday but he didn\u2019t have time and then today when I asked him about the meeting he was extremely rude and made me feel awful for asking (this is my first time asking for a meeting with anyone). I wanted to explain how I feel isolated how no one is helping me, how my training was inadequate, how my co workers are unfriendly and rude (one in particular keeps harassing me and criticising me). Yet he responded in exactly the same way so I understand it\u2019s the environment here. They are nasty and just do not care.\n\nDisappointed as I tried so hard my first month here. My confidence has been shaken and it\u2019s truly awful. I can do the monotonous work well I think but the people are unhelpful unkind and so unsupportive. I trained people at my last job and I\u2019m shocked at the attitude of \u201csupervisors\u201d here.</p>\n        </div>\n    </div>\n</body>\n</html>\n\n", "explanation": "\n<p><strong>The following is a selection of writing style descriptions that our system identified in the text. For each style, we show how much it applies to each of the authors (higher score == more applicability and lower score == less applicability). The lowest score is 0, and the highest is +1. According to this analysis, our AI model made the recommendation below</strong></p>\n<p><strong>Style 1:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is reflective, focusing on past occurrences and maintaining a contemplative tone. They often incorporate additional details to offer further context, utilizing a variety of part-of-speech bigrams to enhance the narrative flow.</em></span></p>\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.51</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.48</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.6</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.57</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n\n<p><strong>Style 2:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author expects a basic understanding of related topics and provides clear explanations in a professional and educational style. The author also uses proper nouns followed by nouns and numerals followed by punctuation to enhance the material.</em></span></p>\n\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.46</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.31</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.56</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.52</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n<p><strong>Style 3:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is using a variety of linguistic features such as coordinating conjunctions, comparative conjunction types, and plural number morphology tags. The author also employs specific part-of-speech bigrams like noun followed by particle and noun followed by adposition to enhance the text's structure and flow. Overall, the author demonstrates a deliberate and diverse approach to language usage in their writing.</em></span></p>\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.46</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.31</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.55</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.34</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n\n", "gt_idx": 1, "source": "llm_tfidf_rep"}, {"Q_fullText": "Document 1: \nPet insurance for reptiles?\n\nHello fellow snake lovers! I recently got a ball python, and I am super excited! I have been wanting one for so long and she is absolutely beautiful! I have done my research on everything she needs, but I am wondering if it would be worth it to get pet insurance? Since it is a reptile, I don't know if the same insurance policies would apply, or if it would even be worth it. If there are any other snake (or any type of reptile) owners out there, do you have any advice on what i should do?\n\nDocument 2: \nCat acting strange while eating food\n\nHello everyone, I am a bit worried about my cat and was wondering if anybody has had a similar experience. When my cat eats certain foods, she doesn't eat the whole piece and lets some fall out of her mouth, but this doesn't happen with all foods, only some. I am worried she may have dental issues, but I also am wondering if she just doesn't like the texture or taste of that food. Has this happened to anyone else before, and is it serious enough that I need to take my cat to the vet?", "Q_authorID": "f57c9bf6-3ff5-5549-98f4-685b14cdfa4d", "latent_rank": [2, 1, 0], "system_rank": [{"id": 3, "title": "Author 3", "body": ""}, {"id": 2, "title": "Author 2", "body": ""}, {"id": 1, "title": "Author 1", "body": ""}], "rank_1": "1. Author 3", "rank_2": "2. Author 2", "rank_3": "3. 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0.23957112446556308, 0.3987648764435713, 0.44716900141132654, 0.3168848864920923, 0.46630992067174226, 0.3462037317489751, 0.3275589045607231, 0.32197120975178833, 0.23487029204772758, 0.3301759155623678, 0.2931107851115293, 0.31468890195655425, 0.3835147037269769, 0.41255422875912773, 0.29963127110420396, 0.18130368819487802, 0.3006008750295297, 0.3204166982022669, 0.3205135308622705, 0.191691732031439, 0.2658693339446308, 0.43359223059730356, 0.4014200815313171, 0.4166951710157427, 0.372806286499893, 0.25148589239868735, 0.36326240480773075, 0.4180470629379831, 0.3235109310949312, 0.2801023909262084, 0.3662094789094952, 0.2940475823843901, 0.34521470757680683, 0.25838570407765915, 0.1883148778001779, 0.18757562194739974, 0.274901858213215, 0.2603470868591031]], "rep_clusters": [5, 11, 10], "a0_fullText": "Document 1: \nPLEASE HELP, MY CAT IS MISSING\n\nmy cat disappeared 3 weeks ago. before that she was throwing up, she was shaking, she was tired and she was suddenly moving one leg strangely. will she come back or has something happened to her? she has never disappeared for this long before (2, 3 days at most). it has been raining and cold in our place for about 20 days now. i miss her a lot, but somehow i'm starting to be lazy looking for her. i'm going crazy and i worry about what happened to her, where she is and how she is. do you have similar experiences, advice or an honest opinion?", "a0_authorID": "1fa8e944-167c-ab30-85bf-e2e414d1371d", "a1_fullText": "Document 1: \nIs it possible my dog suddenly hates my house?\n\nMy dog has been panting and struggling to settle down for the past several days. We\u2019ve been struggling to get him to eat as well. We saw the vet on Tuesday, and she said it\u2019s due to pain (he has arthritis). We agree with her assessment based on the knowledge of our dog. She prescribed him an anti-inflammatory, and it seems to be working. He pooped today for the first time since Monday and has been eating bland foods since last night.\n\nBut, we wonder if it\u2019s something else as well to do with our house. Every time he walks, he walks okay, until it\u2019s time to come back in the house. Then, he just cannot get settled. Every little noise seems to set him off. He keeps clawing at doors. Has anyone ever had a dog just decide one day they don\u2019t like their house? It\u2019s just me, my husband, and the dog. He is well cared for and our home is comfortable.", "a1_authorID": "eb6fd075-90d2-0668-30f9-66ee78787189", "a2_fullText": "Document 1: \nThese customers are going to drive me insane!!\nI work at a large retail store, and we sell all sorts of items. I work on stocking, but also during the day I walk around to make sure everything is in place and looks nice. SO often I go to the clothing area and it is a complete mess! I don't expect people to fold everything back up perfectly, but leaving it all over the floor! I mean come on! Also, I know when people change their minds it is easy to just leave something and not put it where you found it, but it is pretty annoying when I have to walk all the way across the store to put something back! I can't complain too much though, because without people being messy in the stores I would be totally out of a job tidying up after them.\n\nDocument 2: \nStronglady Gym Shoe - Athlete Brandz no 11628021715\n\nThe Stronglady gym shoe is a shoe designed to allow you to get the most out of your lifting. Perfect for beginners or more advanced skill levels, this shoe is comfortable, and will make sure you are not held back by your shoes, allowing you to be the strongest you can be. These shoes have a flat bottom for good contact with the ground, as well as a wide toe box to allow your feet to have room, and soft sides of the shoe, for maximum comfort. Alongside these features, the shoe also is very stylish, and will ensure that you can look good and feel comfortable during your workout.\n\nDocument 3: \n<PERSON> passed away at <DATE_TIME> on <DATE_TIME>, in her home in <LOCATION>. <PERSON> was a doctor, who specialized in pediatric care. She was raised solely by her mother, <PERSON> in <LOCATION>, and <PERSON> began her higher education at <DATE_TIME>. She was always very close with her mother, and when she found success was extremely generous and provided her mother with an apartment in her suburban home. <PERSON> was compassionate and dedicated, always providing the best care to her friends, as well as her patients. She leaves behind her wife, <PERSON>, who was married to her for <DATE_TIME>. <PERSON> will have a service on <DATE_TIME>, celebrating her life, family and friends.", "a2_authorID": "f57c9bf6-3ff5-5549-98f4-685b14cdfa4d", "authors_texts_as_html": "\n<!DOCTYPE html>\n<html lang=\"en\">\n<head>\n    <meta charset=\"UTF-8\">\n    <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\">\n    <title>Label Studio HTML</title>\n    <style>\n        .container {\n            overflow: auto;\n            border: solid 1px black;\n            padding: 10px;\n            margin: 0px 20px 5px 0px;\n        }\n        .flex-container {\n            display: flex;\n        }\n        .flex-item {\n            flex: 33%;\n            padding: 10px;\n            margin: 0px 20px 5px 0px;\n            border: solid 1px black;\n        }\n        h3 {\n            text-decoration: underline;\n        }\n    </style>\n</head>\n<body>\n    <div class=\"container\">\n        <h3>Mystery Author</h3>\n        <p id=\"query-text\">Document 1: \nPet insurance for reptiles?\n\nHello fellow snake lovers! I recently got a ball python, and I am super excited! I have been wanting one for so long and she is absolutely beautiful! I have done my research on everything she needs, but I am wondering if it would be worth it to get pet insurance? Since it is a reptile, I don't know if the same insurance policies would apply, or if it would even be worth it. If there are any other snake (or any type of reptile) owners out there, do you have any advice on what i should do?\n\nDocument 2: \nCat acting strange while eating food\n\nHello everyone, I am a bit worried about my cat and was wondering if anybody has had a similar experience. When my cat eats certain foods, she doesn't eat the whole piece and lets some fall out of her mouth, but this doesn't happen with all foods, only some. I am worried she may have dental issues, but I also am wondering if she just doesn't like the texture or taste of that food. Has this happened to anyone else before, and is it serious enough that I need to take my cat to the vet?</p>\n    </div>\n    \n    <div class=\"flex-container\">\n        <div class=\"flex-item\">\n            <h3>Author 1</h3>\n            <p id=\"a1-text\">Document 1: \nPLEASE HELP, MY CAT IS MISSING\n\nmy cat disappeared 3 weeks ago. before that she was throwing up, she was shaking, she was tired and she was suddenly moving one leg strangely. will she come back or has something happened to her? she has never disappeared for this long before (2, 3 days at most). it has been raining and cold in our place for about 20 days now. i miss her a lot, but somehow i'm starting to be lazy looking for her. i'm going crazy and i worry about what happened to her, where she is and how she is. do you have similar experiences, advice or an honest opinion?</p>\n        </div>\n        <div class=\"flex-item\">\n            <h3>Author 2</h3>\n            <p id=\"a2-text\">Document 1: \nIs it possible my dog suddenly hates my house?\n\nMy dog has been panting and struggling to settle down for the past several days. We\u2019ve been struggling to get him to eat as well. We saw the vet on Tuesday, and she said it\u2019s due to pain (he has arthritis). We agree with her assessment based on the knowledge of our dog. She prescribed him an anti-inflammatory, and it seems to be working. He pooped today for the first time since Monday and has been eating bland foods since last night.\n\nBut, we wonder if it\u2019s something else as well to do with our house. Every time he walks, he walks okay, until it\u2019s time to come back in the house. Then, he just cannot get settled. Every little noise seems to set him off. He keeps clawing at doors. Has anyone ever had a dog just decide one day they don\u2019t like their house? It\u2019s just me, my husband, and the dog. He is well cared for and our home is comfortable.</p>\n        </div>\n        <div class=\"flex-item\">\n            <h3>Author 3</h3>\n            <p id=\"a3-text\">Document 1: \nThese customers are going to drive me insane!!\nI work at a large retail store, and we sell all sorts of items. I work on stocking, but also during the day I walk around to make sure everything is in place and looks nice. SO often I go to the clothing area and it is a complete mess! I don't expect people to fold everything back up perfectly, but leaving it all over the floor! I mean come on! Also, I know when people change their minds it is easy to just leave something and not put it where you found it, but it is pretty annoying when I have to walk all the way across the store to put something back! I can't complain too much though, because without people being messy in the stores I would be totally out of a job tidying up after them.\n\nDocument 2: \nStronglady Gym Shoe - Athlete Brandz no 11628021715\n\nThe Stronglady gym shoe is a shoe designed to allow you to get the most out of your lifting. Perfect for beginners or more advanced skill levels, this shoe is comfortable, and will make sure you are not held back by your shoes, allowing you to be the strongest you can be. These shoes have a flat bottom for good contact with the ground, as well as a wide toe box to allow your feet to have room, and soft sides of the shoe, for maximum comfort. Alongside these features, the shoe also is very stylish, and will ensure that you can look good and feel comfortable during your workout.\n\nDocument 3: \n<PERSON> passed away at <DATE_TIME> on <DATE_TIME>, in her home in <LOCATION>. <PERSON> was a doctor, who specialized in pediatric care. She was raised solely by her mother, <PERSON> in <LOCATION>, and <PERSON> began her higher education at <DATE_TIME>. She was always very close with her mother, and when she found success was extremely generous and provided her mother with an apartment in her suburban home. <PERSON> was compassionate and dedicated, always providing the best care to her friends, as well as her patients. She leaves behind her wife, <PERSON>, who was married to her for <DATE_TIME>. <PERSON> will have a service on <DATE_TIME>, celebrating her life, family and friends.</p>\n        </div>\n    </div>\n</body>\n</html>\n\n", "explanation": "\n<p><strong>The following is a selection of writing style descriptions that our system identified in the text. For each style, we show how much it applies to each of the authors (higher score == more applicability and lower score == less applicability). The lowest score is 0, and the highest is +1. According to this analysis, our AI model made the recommendation below</strong></p>\n<p><strong>Style 1:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is reflective, focusing on past occurrences and maintaining a contemplative tone. They often incorporate additional details to offer further context, utilizing a variety of part-of-speech bigrams to enhance the narrative flow.</em></span></p>\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.47</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.53</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.61</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.52</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n\n<p><strong>Style 2:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is skilled in using formal language and maintains a formal tone throughout their work. They also incorporate various part-of-speech and morphology features to enhance the writing style.</em></span></p>\n\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.49</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.51</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.58</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.56</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n<p><strong>Style 3:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is adept at providing clear explanations of technical terminology and utilizes a formal writing style with advanced language and intricate sentence structures. Additionally, the author avoids complex sentence structures and incorporates participle verb forms effectively in the writing.</em></span></p>\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.38</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.39</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.5</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.44</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n\n", "gt_idx": 2, "source": "llm_tfidf_rep"}, {"Q_fullText": "Document 1: \nPlease Someone Help! My Dog me. stop licking me.\n\nHey everyone,\n\nI'm in urgent need of what to do. I've got a dog and I love her dearly. her name is <PERSON>, and she makes me so happy. but recently she's been causing me so much headache. she won't stop licking me every minute and i don't know what to do.\n\nI've done everything I can, yet she won't stop. I bought her an artificial bone to play with and even made her a new bed space, but she insists on being in bed with me and licking me when she can.\n\ncan anyone suggest any tip to get her to stop doing that. I love princess but she plays too much.\n\nDocument 2: \nConsidering a pet. Need advice!\n\nHello all pet owners.\n\nI just got an apartment, and I am seriously considering a pet to keep me company. but I will love to hear your advice on which pet is the best pet for me. I work part time and mostly at night. my apartment is quite small, but I can cut out a space for whatever pet I end up getting. I'm looking for a pet that wouldn't cost me a lot of money in living expenses at least till i get a better job. I've been thinking about getting a cat or a fish that I can take proper care of. what do you think is the best pet for me. I am open to all your suggestions.", "Q_authorID": "1f4e6a77-857b-5774-a2d1-50b1bc12af60", "latent_rank": [1, 2, 0], "system_rank": [{"id": 2, "title": "Author 2", "body": ""}, {"id": 3, "title": "Author 3", "body": ""}, {"id": 1, "title": "Author 1", "body": ""}], "rank_1": "1. Author 2", "rank_2": "2. Author 3", "rank_3": "3. 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Goes in directions you don't expect and shit really hits the fan. Some of what happens in the final act feels like it shouldn't work at all, but <PERSON> executes it brilliantly. The directing is extremely skilled and the tension <PERSON> builds throughout is impeccable. <PERSON> and <PERSON> are on the top of their game. The entire second half of the movie is largely their characters just breaking each other down and they bring it all to 200%. Also going to shout out the score to this one which made the movie all the more engaging and suspenseful.\n\nAlso spot the <PERSON> reference in the last scene.", "a0_authorID": "08ddcde1-300a-4647-ef02-31799b7d7260", "a1_fullText": "Document 1: \nit is with heavy heart we share the passing of Mr. <PERSON>. he passed on <DATE_TIME> in the presence of loving wife and kids following series of frequent illness. <PERSON> was a loving father who cared so much for his family. he was <DATE_TIME>.\n\n<PERSON> was born in <LOCATION> in <DATE_TIME> to Mr and Mrs <PERSON> his loving parents . he attended <LOCATION> high school and went on to acquire he college degree in health education.\n\n<PERSON> left a memory and legacy of love and kindness . he is survived by his loving wife <PERSON> and two sons <PERSON> and <PERSON>\n\nmr <PERSON> will be buried on <DATE_TIME> the family would love to invite all those who knew <PERSON> for a memorial at Springfield catholic church aftwards his burial will be held at springfeild burial home", "a1_authorID": "1f4e6a77-857b-5774-a2d1-50b1bc12af60", "a2_fullText": "Document 1: \nI don\u2019t know what my cat wants\n\nI don\u2019t know what my cat wants. My cat is 4 years old, I\u2019ve had her since she was a kitten and her first home was at my parents. She grew up with our family dog, and was an indoor cat mostly but she would wander outside to potty and would always be near by. I just recently moved to an apartment with my s/o (about 3 weeks now) and of course my kitty came with. However my cat meows continuously at the both of us. She has all her necessities (food, water, clean litter box, toys) and whenever any one of us is doing anything she will come up to us and meow. We give her attention but she sort of walks off and will continue to meow. She lays with us, enjoys rubbing herself on our legs/feet but the minute we do anything else she\u2019ll go right back to meowing. As far as playing, that will keep her entertained for a few minutes and then she will no longer play and will go back to yeah.. meowing! She also no longer wants to spend any time outside. I understand she needs time to adjust to her new home but I just want to make sure there is nothing else she needs from me. Could she be lonely? Just wanting more attention?", "a2_authorID": "5edcd658-c881-5444-30f5-7778abc820d9", "authors_texts_as_html": "\n<!DOCTYPE html>\n<html lang=\"en\">\n<head>\n    <meta charset=\"UTF-8\">\n    <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\">\n    <title>Label Studio HTML</title>\n    <style>\n        .container {\n            overflow: auto;\n            border: solid 1px black;\n            padding: 10px;\n            margin: 0px 20px 5px 0px;\n        }\n        .flex-container {\n            display: flex;\n        }\n        .flex-item {\n            flex: 33%;\n            padding: 10px;\n            margin: 0px 20px 5px 0px;\n            border: solid 1px black;\n        }\n        h3 {\n            text-decoration: underline;\n        }\n    </style>\n</head>\n<body>\n    <div class=\"container\">\n        <h3>Mystery Author</h3>\n        <p id=\"query-text\">Document 1: \nPlease Someone Help! My Dog me. stop licking me.\n\nHey everyone,\n\nI'm in urgent need of what to do. I've got a dog and I love her dearly. her name is <PERSON>, and she makes me so happy. but recently she's been causing me so much headache. she won't stop licking me every minute and i don't know what to do.\n\nI've done everything I can, yet she won't stop. I bought her an artificial bone to play with and even made her a new bed space, but she insists on being in bed with me and licking me when she can.\n\ncan anyone suggest any tip to get her to stop doing that. I love princess but she plays too much.\n\nDocument 2: \nConsidering a pet. Need advice!\n\nHello all pet owners.\n\nI just got an apartment, and I am seriously considering a pet to keep me company. but I will love to hear your advice on which pet is the best pet for me. I work part time and mostly at night. my apartment is quite small, but I can cut out a space for whatever pet I end up getting. I'm looking for a pet that wouldn't cost me a lot of money in living expenses at least till i get a better job. I've been thinking about getting a cat or a fish that I can take proper care of. what do you think is the best pet for me. I am open to all your suggestions.</p>\n    </div>\n    \n    <div class=\"flex-container\">\n        <div class=\"flex-item\">\n            <h3>Author 1</h3>\n            <p id=\"a1-text\">Document 1: \nFair Play\n\nVery anxiety-inducing and uncomfortable. Goes in directions you don't expect and shit really hits the fan. Some of what happens in the final act feels like it shouldn't work at all, but <PERSON> executes it brilliantly. The directing is extremely skilled and the tension <PERSON> builds throughout is impeccable. <PERSON> and <PERSON> are on the top of their game. The entire second half of the movie is largely their characters just breaking each other down and they bring it all to 200%. Also going to shout out the score to this one which made the movie all the more engaging and suspenseful.\n\nAlso spot the <PERSON> reference in the last scene.</p>\n        </div>\n        <div class=\"flex-item\">\n            <h3>Author 2</h3>\n            <p id=\"a2-text\">Document 1: \nit is with heavy heart we share the passing of Mr. <PERSON>. he passed on <DATE_TIME> in the presence of loving wife and kids following series of frequent illness. <PERSON> was a loving father who cared so much for his family. he was <DATE_TIME>.\n\n<PERSON> was born in <LOCATION> in <DATE_TIME> to Mr and Mrs <PERSON> his loving parents . he attended <LOCATION> high school and went on to acquire he college degree in health education.\n\n<PERSON> left a memory and legacy of love and kindness . he is survived by his loving wife <PERSON> and two sons <PERSON> and <PERSON>\n\nmr <PERSON> will be buried on <DATE_TIME> the family would love to invite all those who knew <PERSON> for a memorial at Springfield catholic church aftwards his burial will be held at springfeild burial home</p>\n        </div>\n        <div class=\"flex-item\">\n            <h3>Author 3</h3>\n            <p id=\"a3-text\">Document 1: \nI don\u2019t know what my cat wants\n\nI don\u2019t know what my cat wants. My cat is 4 years old, I\u2019ve had her since she was a kitten and her first home was at my parents. She grew up with our family dog, and was an indoor cat mostly but she would wander outside to potty and would always be near by. I just recently moved to an apartment with my s/o (about 3 weeks now) and of course my kitty came with. However my cat meows continuously at the both of us. She has all her necessities (food, water, clean litter box, toys) and whenever any one of us is doing anything she will come up to us and meow. We give her attention but she sort of walks off and will continue to meow. She lays with us, enjoys rubbing herself on our legs/feet but the minute we do anything else she\u2019ll go right back to meowing. As far as playing, that will keep her entertained for a few minutes and then she will no longer play and will go back to yeah.. meowing! She also no longer wants to spend any time outside. I understand she needs time to adjust to her new home but I just want to make sure there is nothing else she needs from me. Could she be lonely? Just wanting more attention?</p>\n        </div>\n    </div>\n</body>\n</html>\n\n", "explanation": "\n<p><strong>The following is a selection of writing style descriptions that our system identified in the text. For each style, we show how much it applies to each of the authors (higher score == more applicability and lower score == less applicability). The lowest score is 0, and the highest is +1. According to this analysis, our AI model made the recommendation below</strong></p>\n<p><strong>Style 1:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is reflective, focusing on past occurrences and maintaining a contemplative tone. They often incorporate additional details to offer further context, utilizing a variety of part-of-speech bigrams to enhance the narrative flow.</em></span></p>\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.57</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.32</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.84</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.53</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n\n<p><strong>Style 2:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is skilled in using formal language and maintains a formal tone throughout their work. They also incorporate various part-of-speech and morphology features to enhance the writing style.</em></span></p>\n\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.53</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.33</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.78</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.48</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n<p><strong>Style 3:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is focused on objective reporting and maintains a formal and professional tone throughout their writing. They use various clause structures and incorporate proper nouns in their work, while also paying attention to singular number morphology and foreign words as prepositional modifiers.</em></span></p>\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.46</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.23</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.69</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.43</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n\n", "gt_idx": 1, "source": "llm_tfidf_rep"}, {"Q_fullText": "Document 1: \nPet insurance for reptiles?\n\nHello fellow snake lovers! I recently got a ball python, and I am super excited! I have been wanting one for so long and she is absolutely beautiful! I have done my research on everything she needs, but I am wondering if it would be worth it to get pet insurance? Since it is a reptile, I don't know if the same insurance policies would apply, or if it would even be worth it. If there are any other snake (or any type of reptile) owners out there, do you have any advice on what i should do?\n\nDocument 2: \nCat acting strange while eating food\n\nHello everyone, I am a bit worried about my cat and was wondering if anybody has had a similar experience. When my cat eats certain foods, she doesn't eat the whole piece and lets some fall out of her mouth, but this doesn't happen with all foods, only some. I am worried she may have dental issues, but I also am wondering if she just doesn't like the texture or taste of that food. Has this happened to anyone else before, and is it serious enough that I need to take my cat to the vet?", "Q_authorID": "f57c9bf6-3ff5-5549-98f4-685b14cdfa4d", "latent_rank": [2, 1, 0], "system_rank": [{"id": 3, "title": "Author 3", "body": ""}, {"id": 2, "title": "Author 2", "body": ""}, {"id": 1, "title": "Author 1", "body": ""}], "rank_1": "1. Author 3", "rank_2": "2. Author 2", "rank_3": "3. 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strangely. will she come back or has something happened to her? she has never disappeared for this long before (2, 3 days at most). it has been raining and cold in our place for about 20 days now. i miss her a lot, but somehow i'm starting to be lazy looking for her. i'm going crazy and i worry about what happened to her, where she is and how she is. do you have similar experiences, advice or an honest opinion?", "a0_authorID": "1fa8e944-167c-ab30-85bf-e2e414d1371d", "a1_fullText": "Document 1: \nIs it possible my dog suddenly hates my house?\n\nMy dog has been panting and struggling to settle down for the past several days. We\u2019ve been struggling to get him to eat as well. We saw the vet on Tuesday, and she said it\u2019s due to pain (he has arthritis). We agree with her assessment based on the knowledge of our dog. She prescribed him an anti-inflammatory, and it seems to be working. He pooped today for the first time since Monday and has been eating bland foods since last night.\n\nBut, we wonder if it\u2019s something else as well to do with our house. Every time he walks, he walks okay, until it\u2019s time to come back in the house. Then, he just cannot get settled. Every little noise seems to set him off. He keeps clawing at doors. Has anyone ever had a dog just decide one day they don\u2019t like their house? It\u2019s just me, my husband, and the dog. He is well cared for and our home is comfortable.", "a1_authorID": "eb6fd075-90d2-0668-30f9-66ee78787189", "a2_fullText": "Document 1: \nThese customers are going to drive me insane!!\nI work at a large retail store, and we sell all sorts of items. I work on stocking, but also during the day I walk around to make sure everything is in place and looks nice. SO often I go to the clothing area and it is a complete mess! I don't expect people to fold everything back up perfectly, but leaving it all over the floor! I mean come on! Also, I know when people change their minds it is easy to just leave something and not put it where you found it, but it is pretty annoying when I have to walk all the way across the store to put something back! I can't complain too much though, because without people being messy in the stores I would be totally out of a job tidying up after them.\n\nDocument 2: \nStronglady Gym Shoe - Athlete Brandz no 11628021715\n\nThe Stronglady gym shoe is a shoe designed to allow you to get the most out of your lifting. Perfect for beginners or more advanced skill levels, this shoe is comfortable, and will make sure you are not held back by your shoes, allowing you to be the strongest you can be. These shoes have a flat bottom for good contact with the ground, as well as a wide toe box to allow your feet to have room, and soft sides of the shoe, for maximum comfort. Alongside these features, the shoe also is very stylish, and will ensure that you can look good and feel comfortable during your workout.\n\nDocument 3: \n<PERSON> passed away at <DATE_TIME> on <DATE_TIME>, in her home in <LOCATION>. <PERSON> was a doctor, who specialized in pediatric care. She was raised solely by her mother, <PERSON> in <LOCATION>, and <PERSON> began her higher education at <DATE_TIME>. She was always very close with her mother, and when she found success was extremely generous and provided her mother with an apartment in her suburban home. <PERSON> was compassionate and dedicated, always providing the best care to her friends, as well as her patients. She leaves behind her wife, <PERSON>, who was married to her for <DATE_TIME>. <PERSON> will have a service on <DATE_TIME>, celebrating her life, family and friends.", "a2_authorID": "f57c9bf6-3ff5-5549-98f4-685b14cdfa4d", "authors_texts_as_html": "\n<!DOCTYPE html>\n<html lang=\"en\">\n<head>\n    <meta charset=\"UTF-8\">\n    <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\">\n    <title>Label Studio HTML</title>\n    <style>\n        .container {\n            overflow: auto;\n            border: solid 1px black;\n            padding: 10px;\n            margin: 0px 20px 5px 0px;\n        }\n        .flex-container {\n            display: flex;\n        }\n        .flex-item {\n            flex: 33%;\n            padding: 10px;\n            margin: 0px 20px 5px 0px;\n            border: solid 1px black;\n        }\n        h3 {\n            text-decoration: underline;\n        }\n    </style>\n</head>\n<body>\n    <div class=\"container\">\n        <h3>Mystery Author</h3>\n        <p id=\"query-text\">Document 1: \nPet insurance for reptiles?\n\nHello fellow snake lovers! I recently got a ball python, and I am super excited! I have been wanting one for so long and she is absolutely beautiful! I have done my research on everything she needs, but I am wondering if it would be worth it to get pet insurance? Since it is a reptile, I don't know if the same insurance policies would apply, or if it would even be worth it. If there are any other snake (or any type of reptile) owners out there, do you have any advice on what i should do?\n\nDocument 2: \nCat acting strange while eating food\n\nHello everyone, I am a bit worried about my cat and was wondering if anybody has had a similar experience. When my cat eats certain foods, she doesn't eat the whole piece and lets some fall out of her mouth, but this doesn't happen with all foods, only some. I am worried she may have dental issues, but I also am wondering if she just doesn't like the texture or taste of that food. Has this happened to anyone else before, and is it serious enough that I need to take my cat to the vet?</p>\n    </div>\n    \n    <div class=\"flex-container\">\n        <div class=\"flex-item\">\n            <h3>Author 1</h3>\n            <p id=\"a1-text\">Document 1: \nPLEASE HELP, MY CAT IS MISSING\n\nmy cat disappeared 3 weeks ago. before that she was throwing up, she was shaking, she was tired and she was suddenly moving one leg strangely. will she come back or has something happened to her? she has never disappeared for this long before (2, 3 days at most). it has been raining and cold in our place for about 20 days now. i miss her a lot, but somehow i'm starting to be lazy looking for her. i'm going crazy and i worry about what happened to her, where she is and how she is. do you have similar experiences, advice or an honest opinion?</p>\n        </div>\n        <div class=\"flex-item\">\n            <h3>Author 2</h3>\n            <p id=\"a2-text\">Document 1: \nIs it possible my dog suddenly hates my house?\n\nMy dog has been panting and struggling to settle down for the past several days. We\u2019ve been struggling to get him to eat as well. We saw the vet on Tuesday, and she said it\u2019s due to pain (he has arthritis). We agree with her assessment based on the knowledge of our dog. She prescribed him an anti-inflammatory, and it seems to be working. He pooped today for the first time since Monday and has been eating bland foods since last night.\n\nBut, we wonder if it\u2019s something else as well to do with our house. Every time he walks, he walks okay, until it\u2019s time to come back in the house. Then, he just cannot get settled. Every little noise seems to set him off. He keeps clawing at doors. Has anyone ever had a dog just decide one day they don\u2019t like their house? It\u2019s just me, my husband, and the dog. He is well cared for and our home is comfortable.</p>\n        </div>\n        <div class=\"flex-item\">\n            <h3>Author 3</h3>\n            <p id=\"a3-text\">Document 1: \nThese customers are going to drive me insane!!\nI work at a large retail store, and we sell all sorts of items. I work on stocking, but also during the day I walk around to make sure everything is in place and looks nice. SO often I go to the clothing area and it is a complete mess! I don't expect people to fold everything back up perfectly, but leaving it all over the floor! I mean come on! Also, I know when people change their minds it is easy to just leave something and not put it where you found it, but it is pretty annoying when I have to walk all the way across the store to put something back! I can't complain too much though, because without people being messy in the stores I would be totally out of a job tidying up after them.\n\nDocument 2: \nStronglady Gym Shoe - Athlete Brandz no 11628021715\n\nThe Stronglady gym shoe is a shoe designed to allow you to get the most out of your lifting. Perfect for beginners or more advanced skill levels, this shoe is comfortable, and will make sure you are not held back by your shoes, allowing you to be the strongest you can be. These shoes have a flat bottom for good contact with the ground, as well as a wide toe box to allow your feet to have room, and soft sides of the shoe, for maximum comfort. Alongside these features, the shoe also is very stylish, and will ensure that you can look good and feel comfortable during your workout.\n\nDocument 3: \n<PERSON> passed away at <DATE_TIME> on <DATE_TIME>, in her home in <LOCATION>. <PERSON> was a doctor, who specialized in pediatric care. She was raised solely by her mother, <PERSON> in <LOCATION>, and <PERSON> began her higher education at <DATE_TIME>. She was always very close with her mother, and when she found success was extremely generous and provided her mother with an apartment in her suburban home. <PERSON> was compassionate and dedicated, always providing the best care to her friends, as well as her patients. She leaves behind her wife, <PERSON>, who was married to her for <DATE_TIME>. <PERSON> will have a service on <DATE_TIME>, celebrating her life, family and friends.</p>\n        </div>\n    </div>\n</body>\n</html>\n\n", "explanation": "\n<p><strong>The following is a selection of writing style descriptions that our system identified in the text. For each style, we show how much it applies to each of the authors (higher score == more applicability and lower score == less applicability). The lowest score is 0, and the highest is +1. According to this analysis, our AI model made the recommendation below</strong></p>\n<p><strong>Style 1:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is reflective, focusing on past occurrences and maintaining a contemplative tone. They often incorporate additional details to offer further context, utilizing a variety of part-of-speech bigrams to enhance the narrative flow.</em></span></p>\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.47</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.53</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.61</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.52</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n\n<p><strong>Style 2:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is skilled in using formal language and maintains a formal tone throughout their work. They also incorporate various part-of-speech and morphology features to enhance the writing style.</em></span></p>\n\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.49</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.51</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.58</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.56</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n<p><strong>Style 3:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is adept at providing clear explanations of technical terminology and utilizes a formal writing style with advanced language and intricate sentence structures. Additionally, the author avoids complex sentence structures and incorporates participle verb forms effectively in the writing.</em></span></p>\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.38</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.39</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.5</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.44</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n\n", "gt_idx": 2, "source": "llm_tfidf_rep"}, {"Q_fullText": "Document 1: \nHow Many Cats in a House is Too Many?\n\nI'm moving in with my fianc\u00e9 shortly and we are debating if we will have to rehome some of our cats. I have two cats and my fiance, has three, including two of his late father's housecats. All of our cats are important to us, and it would be hard to get rid of any. He has a large house, but we're concerned about cleanliness, air quality, and how well all of the cats will get along with each other. Does anyone have experience with merging large numbers of cats into one shared space? Maybe any stories that will give us hope that this is possible - we really do not want to rehome one of the cats.\n\nDocument 2: \nDoggy Daycare Recommendations\n\nI'm about to be the proud new owner of a Welsh Corgi in New York City. I work full time and am in the office most days during the workweek. Does anyone have recommendations for good doggy daycares? I'm also looking for advice on how to find a good place for my dog to be during the day. What sorts of questions should I be asking potential daycares during my search? Are there things that I should be looking out for when touring potential places? I want to find a place where he will be safe and well taken care of, and am happily taking recommendations for places that are reasonably priced!", "Q_authorID": "162b5136-6c30-5a74-902f-21f9051e32d8", "latent_rank": [1, 0, 2], "system_rank": [{"id": 2, "title": "Author 2", "body": ""}, {"id": 1, "title": "Author 1", "body": ""}, {"id": 3, "title": "Author 3", "body": ""}], "rank_1": "1. Author 2", "rank_2": "2. Author 1", "rank_3": "3. 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0.2966016830643856, 0.24684368065966872, 0.5040496546138792, 0.2579081919432595, 0.7290415065939635, 0.37123442543197294, 0.2280158642987814, 0.31015234731121716, 0.8357881760248854, 0.3758331386346675, 0.1877406739514868, 0.48604450449939185, 0.16992017712293866, 0.3159800435927971, 0.18010621184812184, 0.4033531244882068, 0.46327933639892227, 0.38413392782879896, 0.27935978466063227, 0.8094641786541585, 0.8161259160144879, 0.7813704665612404, 0.26655920948993567, 0.4441053675955728, 0.2220491664486856, 0.2079726728249554, 0.2144486180826654, 0.19008927643660595, 0.3012163409587656]], "rep_clusters": [11, 5, 21], "a0_fullText": "Document 1: \nFair Play\n\nVery anxiety-inducing and uncomfortable. Goes in directions you don't expect and shit really hits the fan. Some of what happens in the final act feels like it shouldn't work at all, but <PERSON> executes it brilliantly. The directing is extremely skilled and the tension <PERSON> builds throughout is impeccable. <PERSON> and <PERSON> are on the top of their game. The entire second half of the movie is largely their characters just breaking each other down and they bring it all to 200%. Also going to shout out the score to this one which made the movie all the more engaging and suspenseful.\n\nAlso spot the <PERSON> reference in the last scene.", "a0_authorID": "08ddcde1-300a-4647-ef02-31799b7d7260", "a1_fullText": "Document 1: \n<PERSON> died peacefully in her home in <LOCATION>, <LOCATION> on <DATE_TIME> at <DATE_TIME>. She was born in <LOCATION>, <LOCATION> on <DATE_TIME>. She is preceded in death by her parents <PERSON> and <PERSON> and older sister <PERSON>.\n<PERSON> is a graduate of Lebanon High School and married her high school sweetheart <PERSON> after graduation. She worked in <PERSON>'s chocolate shop in <LOCATION>, <LOCATION> throughout most of her life, alongside managing a household and raising three wonderful daughters. <PERSON> and <PERSON> enjoyed frequent trips to the French riviera and to <LOCATION>. <PERSON> and <PERSON> moved to <LOCATION> after retirement to soak up the sun.\n\nShe is survived by her three daughters, <PERSON>, <PERSON>, and <PERSON>, as well as her husband <PERSON>. Funeral services will be held at Gunderson Funeral Home in <LOCATION> on <DATE_TIME>, with burial to follow.", "a1_authorID": "162b5136-6c30-5a74-902f-21f9051e32d8", "a2_fullText": "Document 1: \nThe Terminator\n\n<PERSON> going back to the future to report to <PERSON> like, \u201cI\u2019m so sorry bro but I fucked your mom and became your dad. \ud83d\ude14\u201d\n\nLoses a lot of momentum in its cutaways to The Future / the quiet scenes with <PERSON> and <PERSON>\u2014 I like it better when it\u2019s in cat-and-mouse chase mode across LA\u2014 but this is less an action movie than it is The Action Movie. T2 rules but I love how elemental this one is. Lighter on dialogue, lighter on plot, just like a well-oiled machine(!) of robot gore and car chases", "a2_authorID": "eed4b6a5-ef18-9777-31af-f81f2417c65c", "authors_texts_as_html": "\n<!DOCTYPE html>\n<html lang=\"en\">\n<head>\n    <meta charset=\"UTF-8\">\n    <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\">\n    <title>Label Studio HTML</title>\n    <style>\n        .container {\n            overflow: auto;\n            border: solid 1px black;\n            padding: 10px;\n            margin: 0px 20px 5px 0px;\n        }\n        .flex-container {\n            display: flex;\n        }\n        .flex-item {\n            flex: 33%;\n            padding: 10px;\n            margin: 0px 20px 5px 0px;\n            border: solid 1px black;\n        }\n        h3 {\n            text-decoration: underline;\n        }\n    </style>\n</head>\n<body>\n    <div class=\"container\">\n        <h3>Mystery Author</h3>\n        <p id=\"query-text\">Document 1: \nHow Many Cats in a House is Too Many?\n\nI'm moving in with my fianc\u00e9 shortly and we are debating if we will have to rehome some of our cats. I have two cats and my fiance, has three, including two of his late father's housecats. All of our cats are important to us, and it would be hard to get rid of any. He has a large house, but we're concerned about cleanliness, air quality, and how well all of the cats will get along with each other. Does anyone have experience with merging large numbers of cats into one shared space? Maybe any stories that will give us hope that this is possible - we really do not want to rehome one of the cats.\n\nDocument 2: \nDoggy Daycare Recommendations\n\nI'm about to be the proud new owner of a Welsh Corgi in New York City. I work full time and am in the office most days during the workweek. Does anyone have recommendations for good doggy daycares? I'm also looking for advice on how to find a good place for my dog to be during the day. What sorts of questions should I be asking potential daycares during my search? Are there things that I should be looking out for when touring potential places? I want to find a place where he will be safe and well taken care of, and am happily taking recommendations for places that are reasonably priced!</p>\n    </div>\n    \n    <div class=\"flex-container\">\n        <div class=\"flex-item\">\n            <h3>Author 1</h3>\n            <p id=\"a1-text\">Document 1: \nFair Play\n\nVery anxiety-inducing and uncomfortable. Goes in directions you don't expect and shit really hits the fan. Some of what happens in the final act feels like it shouldn't work at all, but <PERSON> executes it brilliantly. The directing is extremely skilled and the tension <PERSON> builds throughout is impeccable. <PERSON> and <PERSON> are on the top of their game. The entire second half of the movie is largely their characters just breaking each other down and they bring it all to 200%. Also going to shout out the score to this one which made the movie all the more engaging and suspenseful.\n\nAlso spot the <PERSON> reference in the last scene.</p>\n        </div>\n        <div class=\"flex-item\">\n            <h3>Author 2</h3>\n            <p id=\"a2-text\">Document 1: \n<PERSON> died peacefully in her home in <LOCATION>, <LOCATION> on <DATE_TIME> at <DATE_TIME>. She was born in <LOCATION>, <LOCATION> on <DATE_TIME>. She is preceded in death by her parents <PERSON> and <PERSON> and older sister <PERSON>.\n<PERSON> is a graduate of Lebanon High School and married her high school sweetheart <PERSON> after graduation. She worked in <PERSON>'s chocolate shop in <LOCATION>, <LOCATION> throughout most of her life, alongside managing a household and raising three wonderful daughters. <PERSON> and <PERSON> enjoyed frequent trips to the French riviera and to <LOCATION>. <PERSON> and <PERSON> moved to <LOCATION> after retirement to soak up the sun.\n\nShe is survived by her three daughters, <PERSON>, <PERSON>, and <PERSON>, as well as her husband <PERSON>. Funeral services will be held at Gunderson Funeral Home in <LOCATION> on <DATE_TIME>, with burial to follow.</p>\n        </div>\n        <div class=\"flex-item\">\n            <h3>Author 3</h3>\n            <p id=\"a3-text\">Document 1: \nThe Terminator\n\n<PERSON> going back to the future to report to <PERSON> like, \u201cI\u2019m so sorry bro but I fucked your mom and became your dad. \ud83d\ude14\u201d\n\nLoses a lot of momentum in its cutaways to The Future / the quiet scenes with <PERSON> and <PERSON>\u2014 I like it better when it\u2019s in cat-and-mouse chase mode across LA\u2014 but this is less an action movie than it is The Action Movie. T2 rules but I love how elemental this one is. Lighter on dialogue, lighter on plot, just like a well-oiled machine(!) of robot gore and car chases</p>\n        </div>\n    </div>\n</body>\n</html>\n\n", "explanation": "\n<p><strong>The following is a selection of writing style descriptions that our system identified in the text. For each style, we show how much it applies to each of the authors (higher score == more applicability and lower score == less applicability). The lowest score is 0, and the highest is +1. According to this analysis, our AI model made the recommendation below</strong></p>\n<p><strong>Style 1:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is skilled in using formal language and maintains a formal tone throughout their work. They also incorporate various part-of-speech and morphology features to enhance the writing style.</em></span></p>\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.53</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.33</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.9</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.36</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n\n<p><strong>Style 2:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is reflective, focusing on past occurrences and maintaining a contemplative tone. They often incorporate additional details to offer further context, utilizing a variety of part-of-speech bigrams to enhance the narrative flow.</em></span></p>\n\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.45</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.32</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.88</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.42</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n<p><strong>Style 3:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is known for favoring formal language and using polite and professional communication style. They frequently include extra details and create a connection with the reader through direct engagement in their work. Additionally, the author uses clear language and pronouns followed by adpositions in their writing.</em></span></p>\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.43</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.68</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.54</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.68</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n\n", "gt_idx": 1, "source": "llm_tfidf_rep"}, {"Q_fullText": "Document 1: \nHow Many Cats in a House is Too Many?\n\nI'm moving in with my fianc\u00e9 shortly and we are debating if we will have to rehome some of our cats. I have two cats and my fiance, has three, including two of his late father's housecats. All of our cats are important to us, and it would be hard to get rid of any. He has a large house, but we're concerned about cleanliness, air quality, and how well all of the cats will get along with each other. Does anyone have experience with merging large numbers of cats into one shared space? Maybe any stories that will give us hope that this is possible - we really do not want to rehome one of the cats.\n\nDocument 2: \nDoggy Daycare Recommendations\n\nI'm about to be the proud new owner of a Welsh Corgi in New York City. I work full time and am in the office most days during the workweek. Does anyone have recommendations for good doggy daycares? I'm also looking for advice on how to find a good place for my dog to be during the day. What sorts of questions should I be asking potential daycares during my search? Are there things that I should be looking out for when touring potential places? I want to find a place where he will be safe and well taken care of, and am happily taking recommendations for places that are reasonably priced!", "Q_authorID": "162b5136-6c30-5a74-902f-21f9051e32d8", "latent_rank": [1, 0, 2], "system_rank": [{"id": 2, "title": "Author 2", "body": ""}, {"id": 1, "title": "Author 1", "body": ""}, {"id": 3, "title": "Author 3", "body": ""}], "rank_1": "1. Author 2", "rank_2": "2. Author 1", "rank_3": "3. 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0.21399741415877013, 0.3642729821506048, 0.41892366870057907, 0.4616257100937949, 0.18322469526342722, 0.4776208638692204, 0.4132622991893772, 0.4265993808002047, 0.4477679717094888, 0.5775177763939733, 0.4251021738262074, 0.5584059700179276, 0.4554381656215172, 0.4922528451580542, 0.40339149298582533, 0.4552366101417084, 0.3259093704645419, 0.5359742073517111, 0.3082556153088599, 0.2940358500535128, 0.19021816260368116, 0.2617716722712531, 0.3785976838642271], [0.29304124991783226, 0.43301715504213656, 0.2472196134945618, 0.8423826633414041, 0.6412942722974382, 0.4207364104088062, 0.3185459114380529, 0.25577229780490496, 0.24673450068350952, 0.20248568004027442, 0.28255630448968433, 0.36159144279365957, 0.16522877010596673, 0.311484404189711, 0.34548026659317055, 0.33527365215507315, 0.27608848619721277, 0.3147111348339028, 0.6210314313305272, 0.28921417259099014, 0.3852805136785106, 0.6832232461093357, 0.4257030237850862, 0.8368910934030492, 0.45554699486764094, 0.269434999227418, 0.2966016830643856, 0.24684368065966872, 0.5040496546138792, 0.2579081919432595, 0.7290415065939635, 0.37123442543197294, 0.2280158642987814, 0.31015234731121716, 0.8357881760248854, 0.3758331386346675, 0.1877406739514868, 0.48604450449939185, 0.16992017712293866, 0.3159800435927971, 0.18010621184812184, 0.4033531244882068, 0.46327933639892227, 0.38413392782879896, 0.27935978466063227, 0.8094641786541585, 0.8161259160144879, 0.7813704665612404, 0.26655920948993567, 0.4441053675955728, 0.2220491664486856, 0.2079726728249554, 0.2144486180826654, 0.19008927643660595, 0.3012163409587656]], "rep_clusters": [11, 5, 21], "a0_fullText": "Document 1: \nFair Play\n\nVery anxiety-inducing and uncomfortable. Goes in directions you don't expect and shit really hits the fan. Some of what happens in the final act feels like it shouldn't work at all, but <PERSON> executes it brilliantly. The directing is extremely skilled and the tension <PERSON> builds throughout is impeccable. <PERSON> and <PERSON> are on the top of their game. The entire second half of the movie is largely their characters just breaking each other down and they bring it all to 200%. Also going to shout out the score to this one which made the movie all the more engaging and suspenseful.\n\nAlso spot the <PERSON> reference in the last scene.", "a0_authorID": "08ddcde1-300a-4647-ef02-31799b7d7260", "a1_fullText": "Document 1: \n<PERSON> died peacefully in her home in <LOCATION>, <LOCATION> on <DATE_TIME> at <DATE_TIME>. She was born in <LOCATION>, <LOCATION> on <DATE_TIME>. She is preceded in death by her parents <PERSON> and <PERSON> and older sister <PERSON>.\n<PERSON> is a graduate of Lebanon High School and married her high school sweetheart <PERSON> after graduation. She worked in <PERSON>'s chocolate shop in <LOCATION>, <LOCATION> throughout most of her life, alongside managing a household and raising three wonderful daughters. <PERSON> and <PERSON> enjoyed frequent trips to the French riviera and to <LOCATION>. <PERSON> and <PERSON> moved to <LOCATION> after retirement to soak up the sun.\n\nShe is survived by her three daughters, <PERSON>, <PERSON>, and <PERSON>, as well as her husband <PERSON>. Funeral services will be held at Gunderson Funeral Home in <LOCATION> on <DATE_TIME>, with burial to follow.", "a1_authorID": "162b5136-6c30-5a74-902f-21f9051e32d8", "a2_fullText": "Document 1: \nThe Terminator\n\n<PERSON> going back to the future to report to <PERSON> like, \u201cI\u2019m so sorry bro but I fucked your mom and became your dad. \ud83d\ude14\u201d\n\nLoses a lot of momentum in its cutaways to The Future / the quiet scenes with <PERSON> and <PERSON>\u2014 I like it better when it\u2019s in cat-and-mouse chase mode across LA\u2014 but this is less an action movie than it is The Action Movie. T2 rules but I love how elemental this one is. Lighter on dialogue, lighter on plot, just like a well-oiled machine(!) of robot gore and car chases", "a2_authorID": "eed4b6a5-ef18-9777-31af-f81f2417c65c", "authors_texts_as_html": "\n<!DOCTYPE html>\n<html lang=\"en\">\n<head>\n    <meta charset=\"UTF-8\">\n    <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\">\n    <title>Label Studio HTML</title>\n    <style>\n        .container {\n            overflow: auto;\n            border: solid 1px black;\n            padding: 10px;\n            margin: 0px 20px 5px 0px;\n        }\n        .flex-container {\n            display: flex;\n        }\n        .flex-item {\n            flex: 33%;\n            padding: 10px;\n            margin: 0px 20px 5px 0px;\n            border: solid 1px black;\n        }\n        h3 {\n            text-decoration: underline;\n        }\n    </style>\n</head>\n<body>\n    <div class=\"container\">\n        <h3>Mystery Author</h3>\n        <p id=\"query-text\">Document 1: \nHow Many Cats in a House is Too Many?\n\nI'm moving in with my fianc\u00e9 shortly and we are debating if we will have to rehome some of our cats. I have two cats and my fiance, has three, including two of his late father's housecats. All of our cats are important to us, and it would be hard to get rid of any. He has a large house, but we're concerned about cleanliness, air quality, and how well all of the cats will get along with each other. Does anyone have experience with merging large numbers of cats into one shared space? Maybe any stories that will give us hope that this is possible - we really do not want to rehome one of the cats.\n\nDocument 2: \nDoggy Daycare Recommendations\n\nI'm about to be the proud new owner of a Welsh Corgi in New York City. I work full time and am in the office most days during the workweek. Does anyone have recommendations for good doggy daycares? I'm also looking for advice on how to find a good place for my dog to be during the day. What sorts of questions should I be asking potential daycares during my search? Are there things that I should be looking out for when touring potential places? I want to find a place where he will be safe and well taken care of, and am happily taking recommendations for places that are reasonably priced!</p>\n    </div>\n    \n    <div class=\"flex-container\">\n        <div class=\"flex-item\">\n            <h3>Author 1</h3>\n            <p id=\"a1-text\">Document 1: \nFair Play\n\nVery anxiety-inducing and uncomfortable. Goes in directions you don't expect and shit really hits the fan. Some of what happens in the final act feels like it shouldn't work at all, but <PERSON> executes it brilliantly. The directing is extremely skilled and the tension <PERSON> builds throughout is impeccable. <PERSON> and <PERSON> are on the top of their game. The entire second half of the movie is largely their characters just breaking each other down and they bring it all to 200%. Also going to shout out the score to this one which made the movie all the more engaging and suspenseful.\n\nAlso spot the <PERSON> reference in the last scene.</p>\n        </div>\n        <div class=\"flex-item\">\n            <h3>Author 2</h3>\n            <p id=\"a2-text\">Document 1: \n<PERSON> died peacefully in her home in <LOCATION>, <LOCATION> on <DATE_TIME> at <DATE_TIME>. She was born in <LOCATION>, <LOCATION> on <DATE_TIME>. She is preceded in death by her parents <PERSON> and <PERSON> and older sister <PERSON>.\n<PERSON> is a graduate of Lebanon High School and married her high school sweetheart <PERSON> after graduation. She worked in <PERSON>'s chocolate shop in <LOCATION>, <LOCATION> throughout most of her life, alongside managing a household and raising three wonderful daughters. <PERSON> and <PERSON> enjoyed frequent trips to the French riviera and to <LOCATION>. <PERSON> and <PERSON> moved to <LOCATION> after retirement to soak up the sun.\n\nShe is survived by her three daughters, <PERSON>, <PERSON>, and <PERSON>, as well as her husband <PERSON>. Funeral services will be held at Gunderson Funeral Home in <LOCATION> on <DATE_TIME>, with burial to follow.</p>\n        </div>\n        <div class=\"flex-item\">\n            <h3>Author 3</h3>\n            <p id=\"a3-text\">Document 1: \nThe Terminator\n\n<PERSON> going back to the future to report to <PERSON> like, \u201cI\u2019m so sorry bro but I fucked your mom and became your dad. \ud83d\ude14\u201d\n\nLoses a lot of momentum in its cutaways to The Future / the quiet scenes with <PERSON> and <PERSON>\u2014 I like it better when it\u2019s in cat-and-mouse chase mode across LA\u2014 but this is less an action movie than it is The Action Movie. T2 rules but I love how elemental this one is. Lighter on dialogue, lighter on plot, just like a well-oiled machine(!) of robot gore and car chases</p>\n        </div>\n    </div>\n</body>\n</html>\n\n", "explanation": "\n<p><strong>The following is a selection of writing style descriptions that our system identified in the text. For each style, we show how much it applies to each of the authors (higher score == more applicability and lower score == less applicability). The lowest score is 0, and the highest is +1. According to this analysis, our AI model made the recommendation below</strong></p>\n<p><strong>Style 1:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is skilled in using formal language and maintains a formal tone throughout their work. They also incorporate various part-of-speech and morphology features to enhance the writing style.</em></span></p>\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.53</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.33</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.9</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.36</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n\n<p><strong>Style 2:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is reflective, focusing on past occurrences and maintaining a contemplative tone. They often incorporate additional details to offer further context, utilizing a variety of part-of-speech bigrams to enhance the narrative flow.</em></span></p>\n\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.45</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.32</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.88</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.42</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n<p><strong>Style 3:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is known for favoring formal language and using polite and professional communication style. They frequently include extra details and create a connection with the reader through direct engagement in their work. Additionally, the author uses clear language and pronouns followed by adpositions in their writing.</em></span></p>\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.43</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.68</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.54</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.68</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n\n", "gt_idx": 1, "source": "llm_tfidf_rep"}, {"Q_fullText": "Document 1: \nGrowth on My Dog's Eye\n\nSo my dog is getting older (11 years, rescue, we have no idea what she is) and I've noticed some skin tags growing on her bottom eyelid. It doesn't seem to bother her too much, but her eye is getting red and weeps throughout the day. One skin tag wouldn't worry me, but another is starting to grow and it's much larger than the first. I plan on taking her to the vet soon, but I'm worried about her needing to go under anesthesia to get these skin tags removed. I'm also afraid of it being something more insidious, like a tumor.\n\nHas anybody else seen this in their older dogs? I'm a little nervous about it and I think hearing some other stories would help me to understand what this might be, benign or otherwise.\n\nDocument 2: \nWhy Does My Dog Have Lumps?\n\nI've noticed that my dog is starting to get lumps all across her body, mostly along her ribs and stomach. They're sort of softer lumps that vary in size and are disc-shaped to the touch. I was planning on asking the vet about them when I took her for a checkup, but the vet ushered my dog in very quickly in and out, and didn't mention the lumps at all. I couldn't even ask her about them because I wasn't in the back room with my dog during the checkup.\n\nSince the vet didn't say anything, I'm assuming everything is okay, but I'd like to hear that directly from the vet. I know these lumps could also just be caused by her getting older (she'll be 12 this month, and she's a medium-sized dog, 60 lbs). But she just keeps getting more of them, and I'm worried about it. Has this happened to other dog owners with other dogs, and if so, what did the lumps end up being? Should I schedule another appointment with my vet?", "Q_authorID": "46a605d6-9174-5557-9f0f-8734a8cd3f93", "latent_rank": [2, 1, 0], "system_rank": [{"id": 3, "title": "Author 3", "body": ""}, {"id": 2, "title": "Author 2", "body": ""}, {"id": 1, "title": "Author 1", "body": ""}], "rank_1": "1. Author 3", "rank_2": "2. Author 2", "rank_3": "3. 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Goes in directions you don't expect and shit really hits the fan. Some of what happens in the final act feels like it shouldn't work at all, but <PERSON> executes it brilliantly. The directing is extremely skilled and the tension <PERSON> builds throughout is impeccable. <PERSON> and <PERSON> are on the top of their game. The entire second half of the movie is largely their characters just breaking each other down and they bring it all to 200%. Also going to shout out the score to this one which made the movie all the more engaging and suspenseful.\n\nAlso spot the <PERSON> reference in the last scene.", "a0_authorID": "08ddcde1-300a-4647-ef02-31799b7d7260", "a1_fullText": "Document 1: \nI Accidentally Got Somebody Fired (???)\n\nI work as an editor at a mining company, and the learning curve is steep when trying to learn the company's formatting style guide AND mining terminology. So about a month into the position, I was still making a lot of mistakes. My manager, luckily, is the chillest guy ever (60-something, long hair, earring, big Girl Dad energy). Very early on I learned he had my back.\n\nOne day, I'm trying to troubleshoot a problem with a writer. There's naturally a lot of back and forth between editing and writing, and everybody is very friendly. But this writer speeds through a solution that I don't really understand. Being new, I nod and agree, then report to my manager, only to realize I didn't understand the writer's solution at all. We both return to the writer's desk, and the writer is VERY huffy about having to reexplain himself. Eye rolling, slouching, head in hands kind of thing. Later, when me and my manager are in a private conference room, my manager brings it up. \"What IS the deal with that guy?\" he asks me, then dishes out the hottest tea about the writer for the next ten minutes.\n\nThe next day is tense. The writer is ignoring me, and it feels like everybody but me is getting called into a closed office. At the end of the day I walk to my car and I see the writer in his car, just sitting there. I wanted to confront him about the tension of the situation, but decided against it. Thank god I didn't, because the next morning I learn that he was fired that evening. I feel bad about it, but I couldn't have prevented it. Mostly I'm glad to have a great manager.", "a1_authorID": "46a605d6-9174-5557-9f0f-8734a8cd3f93", "a2_fullText": "Document 1: \nI don\u2019t know what my cat wants\n\nI don\u2019t know what my cat wants. My cat is 4 years old, I\u2019ve had her since she was a kitten and her first home was at my parents. She grew up with our family dog, and was an indoor cat mostly but she would wander outside to potty and would always be near by. I just recently moved to an apartment with my s/o (about 3 weeks now) and of course my kitty came with. However my cat meows continuously at the both of us. She has all her necessities (food, water, clean litter box, toys) and whenever any one of us is doing anything she will come up to us and meow. We give her attention but she sort of walks off and will continue to meow. She lays with us, enjoys rubbing herself on our legs/feet but the minute we do anything else she\u2019ll go right back to meowing. As far as playing, that will keep her entertained for a few minutes and then she will no longer play and will go back to yeah.. meowing! She also no longer wants to spend any time outside. I understand she needs time to adjust to her new home but I just want to make sure there is nothing else she needs from me. Could she be lonely? Just wanting more attention?", "a2_authorID": "5edcd658-c881-5444-30f5-7778abc820d9", "authors_texts_as_html": "\n<!DOCTYPE html>\n<html lang=\"en\">\n<head>\n    <meta charset=\"UTF-8\">\n    <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\">\n    <title>Label Studio HTML</title>\n    <style>\n        .container {\n            overflow: auto;\n            border: solid 1px black;\n            padding: 10px;\n            margin: 0px 20px 5px 0px;\n        }\n        .flex-container {\n            display: flex;\n        }\n        .flex-item {\n            flex: 33%;\n            padding: 10px;\n            margin: 0px 20px 5px 0px;\n            border: solid 1px black;\n        }\n        h3 {\n            text-decoration: underline;\n        }\n    </style>\n</head>\n<body>\n    <div class=\"container\">\n        <h3>Mystery Author</h3>\n        <p id=\"query-text\">Document 1: \nGrowth on My Dog's Eye\n\nSo my dog is getting older (11 years, rescue, we have no idea what she is) and I've noticed some skin tags growing on her bottom eyelid. It doesn't seem to bother her too much, but her eye is getting red and weeps throughout the day. One skin tag wouldn't worry me, but another is starting to grow and it's much larger than the first. I plan on taking her to the vet soon, but I'm worried about her needing to go under anesthesia to get these skin tags removed. I'm also afraid of it being something more insidious, like a tumor.\n\nHas anybody else seen this in their older dogs? I'm a little nervous about it and I think hearing some other stories would help me to understand what this might be, benign or otherwise.\n\nDocument 2: \nWhy Does My Dog Have Lumps?\n\nI've noticed that my dog is starting to get lumps all across her body, mostly along her ribs and stomach. They're sort of softer lumps that vary in size and are disc-shaped to the touch. I was planning on asking the vet about them when I took her for a checkup, but the vet ushered my dog in very quickly in and out, and didn't mention the lumps at all. I couldn't even ask her about them because I wasn't in the back room with my dog during the checkup.\n\nSince the vet didn't say anything, I'm assuming everything is okay, but I'd like to hear that directly from the vet. I know these lumps could also just be caused by her getting older (she'll be 12 this month, and she's a medium-sized dog, 60 lbs). But she just keeps getting more of them, and I'm worried about it. Has this happened to other dog owners with other dogs, and if so, what did the lumps end up being? Should I schedule another appointment with my vet?</p>\n    </div>\n    \n    <div class=\"flex-container\">\n        <div class=\"flex-item\">\n            <h3>Author 1</h3>\n            <p id=\"a1-text\">Document 1: \nFair Play\n\nVery anxiety-inducing and uncomfortable. Goes in directions you don't expect and shit really hits the fan. Some of what happens in the final act feels like it shouldn't work at all, but <PERSON> executes it brilliantly. The directing is extremely skilled and the tension <PERSON> builds throughout is impeccable. <PERSON> and <PERSON> are on the top of their game. The entire second half of the movie is largely their characters just breaking each other down and they bring it all to 200%. Also going to shout out the score to this one which made the movie all the more engaging and suspenseful.\n\nAlso spot the <PERSON> reference in the last scene.</p>\n        </div>\n        <div class=\"flex-item\">\n            <h3>Author 2</h3>\n            <p id=\"a2-text\">Document 1: \nI Accidentally Got Somebody Fired (???)\n\nI work as an editor at a mining company, and the learning curve is steep when trying to learn the company's formatting style guide AND mining terminology. So about a month into the position, I was still making a lot of mistakes. My manager, luckily, is the chillest guy ever (60-something, long hair, earring, big Girl Dad energy). Very early on I learned he had my back.\n\nOne day, I'm trying to troubleshoot a problem with a writer. There's naturally a lot of back and forth between editing and writing, and everybody is very friendly. But this writer speeds through a solution that I don't really understand. Being new, I nod and agree, then report to my manager, only to realize I didn't understand the writer's solution at all. We both return to the writer's desk, and the writer is VERY huffy about having to reexplain himself. Eye rolling, slouching, head in hands kind of thing. Later, when me and my manager are in a private conference room, my manager brings it up. \"What IS the deal with that guy?\" he asks me, then dishes out the hottest tea about the writer for the next ten minutes.\n\nThe next day is tense. The writer is ignoring me, and it feels like everybody but me is getting called into a closed office. At the end of the day I walk to my car and I see the writer in his car, just sitting there. I wanted to confront him about the tension of the situation, but decided against it. Thank god I didn't, because the next morning I learn that he was fired that evening. I feel bad about it, but I couldn't have prevented it. Mostly I'm glad to have a great manager.</p>\n        </div>\n        <div class=\"flex-item\">\n            <h3>Author 3</h3>\n            <p id=\"a3-text\">Document 1: \nI don\u2019t know what my cat wants\n\nI don\u2019t know what my cat wants. My cat is 4 years old, I\u2019ve had her since she was a kitten and her first home was at my parents. She grew up with our family dog, and was an indoor cat mostly but she would wander outside to potty and would always be near by. I just recently moved to an apartment with my s/o (about 3 weeks now) and of course my kitty came with. However my cat meows continuously at the both of us. She has all her necessities (food, water, clean litter box, toys) and whenever any one of us is doing anything she will come up to us and meow. We give her attention but she sort of walks off and will continue to meow. She lays with us, enjoys rubbing herself on our legs/feet but the minute we do anything else she\u2019ll go right back to meowing. As far as playing, that will keep her entertained for a few minutes and then she will no longer play and will go back to yeah.. meowing! She also no longer wants to spend any time outside. I understand she needs time to adjust to her new home but I just want to make sure there is nothing else she needs from me. Could she be lonely? Just wanting more attention?</p>\n        </div>\n    </div>\n</body>\n</html>\n\n", "explanation": "\n<p><strong>The following is a selection of writing style descriptions that our system identified in the text. For each style, we show how much it applies to each of the authors (higher score == more applicability and lower score == less applicability). The lowest score is 0, and the highest is +1. According to this analysis, our AI model made the recommendation below</strong></p>\n<p><strong>Style 1:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is known for favoring formal language and using polite and professional communication style. They frequently include extra details and create a connection with the reader through direct engagement in their work. Additionally, the author uses clear language and pronouns followed by adpositions in their writing.</em></span></p>\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.46</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.68</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.64</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.39</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n\n<p><strong>Style 2:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author uses a variety of part-of-speech bigrams, including adverb followed by adverb, verb followed by adverb, and noun followed by adverb. Additionally, formal language and diverse vocabulary are employed, along with the use of the coordinating conjunction 'and' and the punctuation mark '\u2019'.</em></span></p>\n\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.44</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.66</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.61</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.28</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n<p><strong>Style 3:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is adept at incorporating complex ideas while also utilizing informal language. They frequently use adverbs in conjunction with other parts of speech and often employ coordinating conjunctions followed by adjectives. Additionally, the author's writing style includes the use of punctuation marks like \u2018 and particles followed by adjectives.</em></span></p>\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.42</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.66</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.58</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.29</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n\n", "gt_idx": 1, "source": "llm_tfidf_rep"}, {"Q_fullText": "Document 1: \nMy dog refuses his dry food\n\nHi guys, I have a 4 years old dog and he is very voracious, I mean he can eat anything, but without any warning he stopped eating dry food, he does not eat it no matter how hungry he is.\n\nThe vet told me to change the brand of dry food I give him but I tried 4 different brands and tried adding some ingredients but I did not succeed.\n\nHas anyone had a similar experience???\n\nAs you know, wet food can be more expensive than dry food and I am not able to afford the extra costs.\n\nWhat is the best brand of dry dog food?? I mean what dry food do dogs prefer?? I want something my dog can find delicious\n\nDocument 2: \nSuitable tank size for 12 small fish\n\nI have 6 swordtails and recently added 6 more of the same kind to the tank but I noticed that they are uncomfortable and have become aggressive towards each other.\n\nDoes this have anything to do with the size of the tank???\n\nbecause my tank is 12 gallons but it's full of ornaments and a few small stones in the bottom and I clean it once a week.\n\nI want to know the appropriate tank size for 12 fish and the amount of food I should give to the fish every day in order for them to be more friendly towards each other and to be able to swim freely and comfortably", "Q_authorID": "98421095-1e78-5aeb-a9a4-aff6375a4463", "latent_rank": [1, 2, 0], "system_rank": [{"id": 2, "title": "Author 2", "body": ""}, {"id": 3, "title": "Author 3", "body": ""}, {"id": 1, "title": "Author 1", "body": ""}], "rank_1": "1. Author 2", "rank_2": "2. 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0.294064130572323], [0.4301510489879671, 0.5305008153825372, 0.46906323445433235, 0.46144015762603574, 0.515786598166651, 0.5724262952326076, 0.33523791548338644, 0.5226823575594343, 0.5530693287583878, 0.5382965597190474, 0.46533902853519493, 0.3788344580426134, 0.45564383008995796, 0.33879829768233727, 0.35463418792554174, 0.41101483735571004, 0.4538356420744455, 0.35606696345948546, 0.3269198968993871, 0.367985054785843, 0.47991328978863357, 0.3281288812819774, 0.4473325974598847, 0.4473101334515702, 0.3423954331823874, 0.28177535085784605, 0.401040036008859, 0.584509957163593, 0.47042026178863167, 0.5771504560602347, 0.326452428302238, 0.46846666141958065, 0.3287954485210403, 0.3678081956190602, 0.38662824457908995, 0.6347829560982876, 0.36352352628826334, 0.46245011953486653, 0.3426007151661458, 0.46995497894864313, 0.4421533571778523, 0.525249741825746, 0.3592869550566131, 0.5013635606358455, 0.5064947449357249, 0.38009219496654567, 0.38879083411416165, 0.3982939947594927, 0.2536163580704768, 0.43619934423376655, 0.5452479315568357, 0.29180829099541994, 0.35332541522924366, 0.3689236438465183, 0.3024338942814809]], "rep_clusters": [5, 7, 38], "a0_fullText": "Document 1: \n<PERSON>: The World's a Little Blurry\n\nI started this 2 hour and 20 minute epic at 2.30 in the morning and i didn't regret a second of it. I've been a fan of <PERSON> since 2018, and i can honestly say that i wasn't surprised at all that this film is as good as it is. <PERSON> carries with her an openness and authenticity wherever she goes, it's in everything she puts out into the world. She is a documentary filmmaker's ultimate dream subject. This openness makes the fly on the wall approach very fitting, but one must not underestimate the powerful direction that's at play as well. It isn't until <PERSON> gets to cry in the arms of her childhood idol, <PERSON>, that it suddenly becomes clear what this film is really about. It's the overwhelming fierceness with how you experience just everything when you're a teenager. How you desperately cling onto people, community, art, music to make sense of all that, and how we are forever in debt to those years when everything happened.", "a0_authorID": "901ca031-885d-b18b-11a9-4fa8550e50a7", "a1_fullText": "Document 1: \nYour boss can kick you out no matter what he wears\n\nMy boos at work is very funny and we joke with him a lot, yesterday I was talking to my colleagues about his suit because he was wearing a really funny blue suit that did not fit his size, and while I was talking about that , all of my colleagues suddenly stopped talking and they were looking at the door behind me, I knew immediately that he was behind me, I really felt as I was in a comedy movie.\n\nSo I looked at him fearfully, and I swear I was sure he was going to cause me a problem, but he looked at me for 10 seconds without a word, then suddenly he laughed and said: unless you want to get fired from your job by someone in a funny suit like that, I advise you to get back to work right now, that was very funny.\n\nDocument 2: \nIn loving memory of <PERSON>, who was born in <LOCATION>, <LOCATION>, on <DATE_TIME>, and passed away on <DATE_TIME>, due to a tragic car accident at <DATE_TIME>.\n\n<PERSON> lived a short life, but he was able to offer a lot to those around him, and he surrounded them with love and generosity and stood by everyone in all the hard times.\n\nHe obtained a bachelor's degree in history, worked in a museum for <DATE_TIME>, and several scientific research papers were published in his name.\n\nThe family of the deceased, including his father (<PERSON>), his mother (<PERSON>), and his brothers (<PERSON>, <PERSON>) invite you to attend the memorial service on <DATE_TIME> at <DATE_TIME> at Cremation Green Church, where burial will take place in the presence of family members and friends.\n\nDocument 3: \nTouch induction stove from DUXTOP, 1800 watts, large size, and high energy efficiency\n\nThe modern induction stove from the well-known brand DUXTOP, was manufactured according to the latest European standards in order to provide the best performance with the lowest energy consumption. It operates on 110 V with intermittent operation technology that saves up to 83% of energy. Equipped with a touch screen, a high-precision thermometer, an electronic timer, safe, modern, noiseless, covered with a glass layer that is resistant to breakage and high temperatures, very easy to clean; make sure to let it cool before start cleaning. Do not disable the voice alarm feature except when absolutely necessary.", "a1_authorID": "98421095-1e78-5aeb-a9a4-aff6375a4463", "a2_fullText": "Document 1: \nMy call centre job is awful\n\nEverything that could go wrong has\u2026. Unsupportive and rude supervisors. Overly critical moody and unkind coworkers. We have hot desks and so we can sit wherever we want and yet apparently I sat in someone else\u2019s seat today and she wasn\u2019t happy about it. It\u2019s such a small call centre I can\u2019t get away from these rude and unsupportive people.\n\nI\u2019m the newest one and yet supervisors never ask how I am or if I am enjoying the work or coping ok. They only write nasty negative emails to me without explaining what they mean or actually training me. I had arranged to meet with the boss yesterday but he didn\u2019t have time and then today when I asked him about the meeting he was extremely rude and made me feel awful for asking (this is my first time asking for a meeting with anyone). I wanted to explain how I feel isolated how no one is helping me, how my training was inadequate, how my co workers are unfriendly and rude (one in particular keeps harassing me and criticising me). Yet he responded in exactly the same way so I understand it\u2019s the environment here. They are nasty and just do not care.\n\nDisappointed as I tried so hard my first month here. My confidence has been shaken and it\u2019s truly awful. I can do the monotonous work well I think but the people are unhelpful unkind and so unsupportive. I trained people at my last job and I\u2019m shocked at the attitude of \u201csupervisors\u201d here.", "a2_authorID": "f23ecc91-e465-b962-403c-4f7b5f83a125", "authors_texts_as_html": "\n<!DOCTYPE html>\n<html lang=\"en\">\n<head>\n    <meta charset=\"UTF-8\">\n    <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\">\n    <title>Label Studio HTML</title>\n    <style>\n        .container {\n            overflow: auto;\n            border: solid 1px black;\n            padding: 10px;\n            margin: 0px 20px 5px 0px;\n        }\n        .flex-container {\n            display: flex;\n        }\n        .flex-item {\n            flex: 33%;\n            padding: 10px;\n            margin: 0px 20px 5px 0px;\n            border: solid 1px black;\n        }\n        h3 {\n            text-decoration: underline;\n        }\n    </style>\n</head>\n<body>\n    <div class=\"container\">\n        <h3>Mystery Author</h3>\n        <p id=\"query-text\">Document 1: \nMy dog refuses his dry food\n\nHi guys, I have a 4 years old dog and he is very voracious, I mean he can eat anything, but without any warning he stopped eating dry food, he does not eat it no matter how hungry he is.\n\nThe vet told me to change the brand of dry food I give him but I tried 4 different brands and tried adding some ingredients but I did not succeed.\n\nHas anyone had a similar experience???\n\nAs you know, wet food can be more expensive than dry food and I am not able to afford the extra costs.\n\nWhat is the best brand of dry dog food?? I mean what dry food do dogs prefer?? I want something my dog can find delicious\n\nDocument 2: \nSuitable tank size for 12 small fish\n\nI have 6 swordtails and recently added 6 more of the same kind to the tank but I noticed that they are uncomfortable and have become aggressive towards each other.\n\nDoes this have anything to do with the size of the tank???\n\nbecause my tank is 12 gallons but it's full of ornaments and a few small stones in the bottom and I clean it once a week.\n\nI want to know the appropriate tank size for 12 fish and the amount of food I should give to the fish every day in order for them to be more friendly towards each other and to be able to swim freely and comfortably</p>\n    </div>\n    \n    <div class=\"flex-container\">\n        <div class=\"flex-item\">\n            <h3>Author 1</h3>\n            <p id=\"a1-text\">Document 1: \n<PERSON>: The World's a Little Blurry\n\nI started this 2 hour and 20 minute epic at 2.30 in the morning and i didn't regret a second of it. I've been a fan of <PERSON> since 2018, and i can honestly say that i wasn't surprised at all that this film is as good as it is. <PERSON> carries with her an openness and authenticity wherever she goes, it's in everything she puts out into the world. She is a documentary filmmaker's ultimate dream subject. This openness makes the fly on the wall approach very fitting, but one must not underestimate the powerful direction that's at play as well. It isn't until <PERSON> gets to cry in the arms of her childhood idol, <PERSON>, that it suddenly becomes clear what this film is really about. It's the overwhelming fierceness with how you experience just everything when you're a teenager. How you desperately cling onto people, community, art, music to make sense of all that, and how we are forever in debt to those years when everything happened.</p>\n        </div>\n        <div class=\"flex-item\">\n            <h3>Author 2</h3>\n            <p id=\"a2-text\">Document 1: \nYour boss can kick you out no matter what he wears\n\nMy boos at work is very funny and we joke with him a lot, yesterday I was talking to my colleagues about his suit because he was wearing a really funny blue suit that did not fit his size, and while I was talking about that , all of my colleagues suddenly stopped talking and they were looking at the door behind me, I knew immediately that he was behind me, I really felt as I was in a comedy movie.\n\nSo I looked at him fearfully, and I swear I was sure he was going to cause me a problem, but he looked at me for 10 seconds without a word, then suddenly he laughed and said: unless you want to get fired from your job by someone in a funny suit like that, I advise you to get back to work right now, that was very funny.\n\nDocument 2: \nIn loving memory of <PERSON>, who was born in <LOCATION>, <LOCATION>, on <DATE_TIME>, and passed away on <DATE_TIME>, due to a tragic car accident at <DATE_TIME>.\n\n<PERSON> lived a short life, but he was able to offer a lot to those around him, and he surrounded them with love and generosity and stood by everyone in all the hard times.\n\nHe obtained a bachelor's degree in history, worked in a museum for <DATE_TIME>, and several scientific research papers were published in his name.\n\nThe family of the deceased, including his father (<PERSON>), his mother (<PERSON>), and his brothers (<PERSON>, <PERSON>) invite you to attend the memorial service on <DATE_TIME> at <DATE_TIME> at Cremation Green Church, where burial will take place in the presence of family members and friends.\n\nDocument 3: \nTouch induction stove from DUXTOP, 1800 watts, large size, and high energy efficiency\n\nThe modern induction stove from the well-known brand DUXTOP, was manufactured according to the latest European standards in order to provide the best performance with the lowest energy consumption. It operates on 110 V with intermittent operation technology that saves up to 83% of energy. Equipped with a touch screen, a high-precision thermometer, an electronic timer, safe, modern, noiseless, covered with a glass layer that is resistant to breakage and high temperatures, very easy to clean; make sure to let it cool before start cleaning. Do not disable the voice alarm feature except when absolutely necessary.</p>\n        </div>\n        <div class=\"flex-item\">\n            <h3>Author 3</h3>\n            <p id=\"a3-text\">Document 1: \nMy call centre job is awful\n\nEverything that could go wrong has\u2026. Unsupportive and rude supervisors. Overly critical moody and unkind coworkers. We have hot desks and so we can sit wherever we want and yet apparently I sat in someone else\u2019s seat today and she wasn\u2019t happy about it. It\u2019s such a small call centre I can\u2019t get away from these rude and unsupportive people.\n\nI\u2019m the newest one and yet supervisors never ask how I am or if I am enjoying the work or coping ok. They only write nasty negative emails to me without explaining what they mean or actually training me. I had arranged to meet with the boss yesterday but he didn\u2019t have time and then today when I asked him about the meeting he was extremely rude and made me feel awful for asking (this is my first time asking for a meeting with anyone). I wanted to explain how I feel isolated how no one is helping me, how my training was inadequate, how my co workers are unfriendly and rude (one in particular keeps harassing me and criticising me). Yet he responded in exactly the same way so I understand it\u2019s the environment here. They are nasty and just do not care.\n\nDisappointed as I tried so hard my first month here. My confidence has been shaken and it\u2019s truly awful. I can do the monotonous work well I think but the people are unhelpful unkind and so unsupportive. I trained people at my last job and I\u2019m shocked at the attitude of \u201csupervisors\u201d here.</p>\n        </div>\n    </div>\n</body>\n</html>\n\n", "explanation": "\n<p><strong>The following is a selection of writing style descriptions that our system identified in the text. For each style, we show how much it applies to each of the authors (higher score == more applicability and lower score == less applicability). The lowest score is 0, and the highest is +1. According to this analysis, our AI model made the recommendation below</strong></p>\n<p><strong>Style 1:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is reflective, focusing on past occurrences and maintaining a contemplative tone. They often incorporate additional details to offer further context, utilizing a variety of part-of-speech bigrams to enhance the narrative flow.</em></span></p>\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.51</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.48</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.6</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.57</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n\n<p><strong>Style 2:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author expects a basic understanding of related topics and provides clear explanations in a professional and educational style. The author also uses proper nouns followed by nouns and numerals followed by punctuation to enhance the material.</em></span></p>\n\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.46</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.31</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.56</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.52</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n<p><strong>Style 3:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is using a variety of linguistic features such as coordinating conjunctions, comparative conjunction types, and plural number morphology tags. The author also employs specific part-of-speech bigrams like noun followed by particle and noun followed by adposition to enhance the text's structure and flow. Overall, the author demonstrates a deliberate and diverse approach to language usage in their writing.</em></span></p>\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.46</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.31</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.55</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.34</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n\n", "gt_idx": 1, "source": "llm_tfidf_rep"}, {"Q_fullText": "Document 1: \nFINICKY EATER\n\nMy cat, <PERSON> is too picky. She turns her nose up at almost everything I try to feed her. Nothing ever seems good enough for her. She certainly doesn't care for the affordable options. Now, granted, I know that prices mean nothing to cats, but it's funny how her tastes run toward the more expensive.\n\nI'd love some suggestions for affordable cat food that feels like the expensive stuff. I want to take care of my darling <PERSON>, but I can't afford to serve her five star meals when I'm eating bologna and mac & cheese. Any recommendations would be helpful for <PERSON>'s tummy and my sanity. Help!\n\nDocument 2: \nUGH! MY NEIGHBORS!\n\nMy neighbors are loud. They love to throw parties, play their music way too loud, and just generally make a commotion. Not once have I ever complained about this even though the noise drives my poor dog crazy. They aren't hurting anyone and they tend to quiet down around dark so we're all good.\n\nUntil last week.\n\nThe music got my dog, <PERSON>, riled up and he started barking.\n\nAnd my neighbors had the nerve to call the police to complain about my dog making, and I swear I'm not making this up, \"making too much noise.\" Now, I like to think I've been a good neighbor, but enough is enough. I made sure to let the officers know about the loud noises when they came to talk to me about my dog, who was safely secured on my screened in back porch.\n\nAm I in the wrong here? Should I call the cops on them the next time they make \"too much noise\"? Ugh!", "Q_authorID": "1c05f9d5-16fa-50e6-85f6-a81da55766fc", "latent_rank": [1, 2, 0], "system_rank": [{"id": 2, "title": "Author 2", "body": ""}, {"id": 3, "title": "Author 3", "body": ""}, {"id": 1, "title": "Author 1", "body": ""}], "rank_1": "1. Author 2", "rank_2": "2. Author 3", "rank_3": "3. 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Goes in directions you don't expect and shit really hits the fan. Some of what happens in the final act feels like it shouldn't work at all, but <PERSON> executes it brilliantly. The directing is extremely skilled and the tension <PERSON> builds throughout is impeccable. <PERSON> and <PERSON> are on the top of their game. The entire second half of the movie is largely their characters just breaking each other down and they bring it all to 200%. Also going to shout out the score to this one which made the movie all the more engaging and suspenseful.\n\nAlso spot the <PERSON> reference in the last scene.", "a0_authorID": "08ddcde1-300a-4647-ef02-31799b7d7260", "a1_fullText": "Document 1: \nLET THERE BE LIGHT!\n\nWe all have those spaces in our homes where there's simply not enough light. Running new lights and wiring can be an expensive hassle. No longer. Thimble and Spark is proud to announce our battery-powered portable tap lights. These tap lights work in any space. You can mount them or set them on shelves. Perfect for searching through your closets, pantries, storage sheds, and garages, places with dark corners. Also good for outdoor use. Place a tap light near your front door to add extra light. Can also be used as party lights. Tap Lights come in multiple colors. You can buy them individually or in assorted packs. A 9-volt battery is required for each tap light. Lightweight. Portable. Affordable. Grab your very own tap lights today!", "a1_authorID": "1c05f9d5-16fa-50e6-85f6-a81da55766fc", "a2_fullText": "Document 1: \nThe Terminator\n\n<PERSON> going back to the future to report to <PERSON> like, \u201cI\u2019m so sorry bro but I fucked your mom and became your dad. \ud83d\ude14\u201d\n\nLoses a lot of momentum in its cutaways to The Future / the quiet scenes with <PERSON> and <PERSON>\u2014 I like it better when it\u2019s in cat-and-mouse chase mode across LA\u2014 but this is less an action movie than it is The Action Movie. T2 rules but I love how elemental this one is. Lighter on dialogue, lighter on plot, just like a well-oiled machine(!) of robot gore and car chases", "a2_authorID": "eed4b6a5-ef18-9777-31af-f81f2417c65c", "authors_texts_as_html": "\n<!DOCTYPE html>\n<html lang=\"en\">\n<head>\n    <meta charset=\"UTF-8\">\n    <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\">\n    <title>Label Studio HTML</title>\n    <style>\n        .container {\n            overflow: auto;\n            border: solid 1px black;\n            padding: 10px;\n            margin: 0px 20px 5px 0px;\n        }\n        .flex-container {\n            display: flex;\n        }\n        .flex-item {\n            flex: 33%;\n            padding: 10px;\n            margin: 0px 20px 5px 0px;\n            border: solid 1px black;\n        }\n        h3 {\n            text-decoration: underline;\n        }\n    </style>\n</head>\n<body>\n    <div class=\"container\">\n        <h3>Mystery Author</h3>\n        <p id=\"query-text\">Document 1: \nFINICKY EATER\n\nMy cat, <PERSON> is too picky. She turns her nose up at almost everything I try to feed her. Nothing ever seems good enough for her. She certainly doesn't care for the affordable options. Now, granted, I know that prices mean nothing to cats, but it's funny how her tastes run toward the more expensive.\n\nI'd love some suggestions for affordable cat food that feels like the expensive stuff. I want to take care of my darling <PERSON>, but I can't afford to serve her five star meals when I'm eating bologna and mac & cheese. Any recommendations would be helpful for <PERSON>'s tummy and my sanity. Help!\n\nDocument 2: \nUGH! MY NEIGHBORS!\n\nMy neighbors are loud. They love to throw parties, play their music way too loud, and just generally make a commotion. Not once have I ever complained about this even though the noise drives my poor dog crazy. They aren't hurting anyone and they tend to quiet down around dark so we're all good.\n\nUntil last week.\n\nThe music got my dog, <PERSON>, riled up and he started barking.\n\nAnd my neighbors had the nerve to call the police to complain about my dog making, and I swear I'm not making this up, \"making too much noise.\" Now, I like to think I've been a good neighbor, but enough is enough. I made sure to let the officers know about the loud noises when they came to talk to me about my dog, who was safely secured on my screened in back porch.\n\nAm I in the wrong here? Should I call the cops on them the next time they make \"too much noise\"? Ugh!</p>\n    </div>\n    \n    <div class=\"flex-container\">\n        <div class=\"flex-item\">\n            <h3>Author 1</h3>\n            <p id=\"a1-text\">Document 1: \nFair Play\n\nVery anxiety-inducing and uncomfortable. Goes in directions you don't expect and shit really hits the fan. Some of what happens in the final act feels like it shouldn't work at all, but <PERSON> executes it brilliantly. The directing is extremely skilled and the tension <PERSON> builds throughout is impeccable. <PERSON> and <PERSON> are on the top of their game. The entire second half of the movie is largely their characters just breaking each other down and they bring it all to 200%. Also going to shout out the score to this one which made the movie all the more engaging and suspenseful.\n\nAlso spot the <PERSON> reference in the last scene.</p>\n        </div>\n        <div class=\"flex-item\">\n            <h3>Author 2</h3>\n            <p id=\"a2-text\">Document 1: \nLET THERE BE LIGHT!\n\nWe all have those spaces in our homes where there's simply not enough light. Running new lights and wiring can be an expensive hassle. No longer. Thimble and Spark is proud to announce our battery-powered portable tap lights. These tap lights work in any space. You can mount them or set them on shelves. Perfect for searching through your closets, pantries, storage sheds, and garages, places with dark corners. Also good for outdoor use. Place a tap light near your front door to add extra light. Can also be used as party lights. Tap Lights come in multiple colors. You can buy them individually or in assorted packs. A 9-volt battery is required for each tap light. Lightweight. Portable. Affordable. Grab your very own tap lights today!</p>\n        </div>\n        <div class=\"flex-item\">\n            <h3>Author 3</h3>\n            <p id=\"a3-text\">Document 1: \nThe Terminator\n\n<PERSON> going back to the future to report to <PERSON> like, \u201cI\u2019m so sorry bro but I fucked your mom and became your dad. \ud83d\ude14\u201d\n\nLoses a lot of momentum in its cutaways to The Future / the quiet scenes with <PERSON> and <PERSON>\u2014 I like it better when it\u2019s in cat-and-mouse chase mode across LA\u2014 but this is less an action movie than it is The Action Movie. T2 rules but I love how elemental this one is. Lighter on dialogue, lighter on plot, just like a well-oiled machine(!) of robot gore and car chases</p>\n        </div>\n    </div>\n</body>\n</html>\n\n", "explanation": "\n<p><strong>The following is a selection of writing style descriptions that our system identified in the text. For each style, we show how much it applies to each of the authors (higher score == more applicability and lower score == less applicability). The lowest score is 0, and the highest is +1. According to this analysis, our AI model made the recommendation below</strong></p>\n<p><strong>Style 1:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is skilled in using formal language and maintains a formal tone throughout their work. They also incorporate various part-of-speech and morphology features to enhance the writing style.</em></span></p>\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.59</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.33</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.65</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.36</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n\n<p><strong>Style 2:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is reflective, focusing on past occurrences and maintaining a contemplative tone. They often incorporate additional details to offer further context, utilizing a variety of part-of-speech bigrams to enhance the narrative flow.</em></span></p>\n\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.53</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.32</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.63</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.42</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n<p><strong>Style 3:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is adept at using concrete details to elucidate intricate ideas and employs transitional phrases to enhance the flow of the text. Additionally, the author skillfully utilizes part-of-speech bigrams and morphology tags to create engaging and effective writing.</em></span></p>\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.39</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.23</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.55</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.32</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n\n", "gt_idx": 1, "source": "llm_tfidf_rep"}, {"Q_fullText": "Document 1: \nFINICKY EATER\n\nMy cat, <PERSON> is too picky. She turns her nose up at almost everything I try to feed her. Nothing ever seems good enough for her. She certainly doesn't care for the affordable options. Now, granted, I know that prices mean nothing to cats, but it's funny how her tastes run toward the more expensive.\n\nI'd love some suggestions for affordable cat food that feels like the expensive stuff. I want to take care of my darling <PERSON>, but I can't afford to serve her five star meals when I'm eating bologna and mac & cheese. Any recommendations would be helpful for <PERSON>'s tummy and my sanity. Help!\n\nDocument 2: \nUGH! MY NEIGHBORS!\n\nMy neighbors are loud. They love to throw parties, play their music way too loud, and just generally make a commotion. Not once have I ever complained about this even though the noise drives my poor dog crazy. They aren't hurting anyone and they tend to quiet down around dark so we're all good.\n\nUntil last week.\n\nThe music got my dog, <PERSON>, riled up and he started barking.\n\nAnd my neighbors had the nerve to call the police to complain about my dog making, and I swear I'm not making this up, \"making too much noise.\" Now, I like to think I've been a good neighbor, but enough is enough. I made sure to let the officers know about the loud noises when they came to talk to me about my dog, who was safely secured on my screened in back porch.\n\nAm I in the wrong here? Should I call the cops on them the next time they make \"too much noise\"? Ugh!", "Q_authorID": "1c05f9d5-16fa-50e6-85f6-a81da55766fc", "latent_rank": [1, 2, 0], "system_rank": [{"id": 2, "title": "Author 2", "body": ""}, {"id": 3, "title": "Author 3", "body": ""}, {"id": 1, "title": "Author 1", "body": ""}], "rank_1": "1. Author 2", "rank_2": "2. Author 3", "rank_3": "3. 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0.2280158642987814, 0.31015234731121716, 0.8357881760248854, 0.3758331386346675, 0.1877406739514868, 0.48604450449939185, 0.16992017712293866, 0.3159800435927971, 0.18010621184812184, 0.4033531244882068, 0.46327933639892227, 0.38413392782879896, 0.27935978466063227, 0.8094641786541585, 0.8161259160144879, 0.7813704665612404, 0.26655920948993567, 0.4441053675955728, 0.2220491664486856, 0.2079726728249554, 0.2144486180826654, 0.19008927643660595, 0.3012163409587656]], "rep_clusters": [11, 5, 39], "a0_fullText": "Document 1: \nFair Play\n\nVery anxiety-inducing and uncomfortable. Goes in directions you don't expect and shit really hits the fan. Some of what happens in the final act feels like it shouldn't work at all, but <PERSON> executes it brilliantly. The directing is extremely skilled and the tension <PERSON> builds throughout is impeccable. <PERSON> and <PERSON> are on the top of their game. The entire second half of the movie is largely their characters just breaking each other down and they bring it all to 200%. Also going to shout out the score to this one which made the movie all the more engaging and suspenseful.\n\nAlso spot the <PERSON> reference in the last scene.", "a0_authorID": "08ddcde1-300a-4647-ef02-31799b7d7260", "a1_fullText": "Document 1: \nLET THERE BE LIGHT!\n\nWe all have those spaces in our homes where there's simply not enough light. Running new lights and wiring can be an expensive hassle. No longer. Thimble and Spark is proud to announce our battery-powered portable tap lights. These tap lights work in any space. You can mount them or set them on shelves. Perfect for searching through your closets, pantries, storage sheds, and garages, places with dark corners. Also good for outdoor use. Place a tap light near your front door to add extra light. Can also be used as party lights. Tap Lights come in multiple colors. You can buy them individually or in assorted packs. A 9-volt battery is required for each tap light. Lightweight. Portable. Affordable. Grab your very own tap lights today!", "a1_authorID": "1c05f9d5-16fa-50e6-85f6-a81da55766fc", "a2_fullText": "Document 1: \nThe Terminator\n\n<PERSON> going back to the future to report to <PERSON> like, \u201cI\u2019m so sorry bro but I fucked your mom and became your dad. \ud83d\ude14\u201d\n\nLoses a lot of momentum in its cutaways to The Future / the quiet scenes with <PERSON> and <PERSON>\u2014 I like it better when it\u2019s in cat-and-mouse chase mode across LA\u2014 but this is less an action movie than it is The Action Movie. T2 rules but I love how elemental this one is. Lighter on dialogue, lighter on plot, just like a well-oiled machine(!) of robot gore and car chases", "a2_authorID": "eed4b6a5-ef18-9777-31af-f81f2417c65c", "authors_texts_as_html": "\n<!DOCTYPE html>\n<html lang=\"en\">\n<head>\n    <meta charset=\"UTF-8\">\n    <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\">\n    <title>Label Studio HTML</title>\n    <style>\n        .container {\n            overflow: auto;\n            border: solid 1px black;\n            padding: 10px;\n            margin: 0px 20px 5px 0px;\n        }\n        .flex-container {\n            display: flex;\n        }\n        .flex-item {\n            flex: 33%;\n            padding: 10px;\n            margin: 0px 20px 5px 0px;\n            border: solid 1px black;\n        }\n        h3 {\n            text-decoration: underline;\n        }\n    </style>\n</head>\n<body>\n    <div class=\"container\">\n        <h3>Mystery Author</h3>\n        <p id=\"query-text\">Document 1: \nFINICKY EATER\n\nMy cat, <PERSON> is too picky. She turns her nose up at almost everything I try to feed her. Nothing ever seems good enough for her. She certainly doesn't care for the affordable options. Now, granted, I know that prices mean nothing to cats, but it's funny how her tastes run toward the more expensive.\n\nI'd love some suggestions for affordable cat food that feels like the expensive stuff. I want to take care of my darling <PERSON>, but I can't afford to serve her five star meals when I'm eating bologna and mac & cheese. Any recommendations would be helpful for <PERSON>'s tummy and my sanity. Help!\n\nDocument 2: \nUGH! MY NEIGHBORS!\n\nMy neighbors are loud. They love to throw parties, play their music way too loud, and just generally make a commotion. Not once have I ever complained about this even though the noise drives my poor dog crazy. They aren't hurting anyone and they tend to quiet down around dark so we're all good.\n\nUntil last week.\n\nThe music got my dog, <PERSON>, riled up and he started barking.\n\nAnd my neighbors had the nerve to call the police to complain about my dog making, and I swear I'm not making this up, \"making too much noise.\" Now, I like to think I've been a good neighbor, but enough is enough. I made sure to let the officers know about the loud noises when they came to talk to me about my dog, who was safely secured on my screened in back porch.\n\nAm I in the wrong here? Should I call the cops on them the next time they make \"too much noise\"? Ugh!</p>\n    </div>\n    \n    <div class=\"flex-container\">\n        <div class=\"flex-item\">\n            <h3>Author 1</h3>\n            <p id=\"a1-text\">Document 1: \nFair Play\n\nVery anxiety-inducing and uncomfortable. Goes in directions you don't expect and shit really hits the fan. Some of what happens in the final act feels like it shouldn't work at all, but <PERSON> executes it brilliantly. The directing is extremely skilled and the tension <PERSON> builds throughout is impeccable. <PERSON> and <PERSON> are on the top of their game. The entire second half of the movie is largely their characters just breaking each other down and they bring it all to 200%. Also going to shout out the score to this one which made the movie all the more engaging and suspenseful.\n\nAlso spot the <PERSON> reference in the last scene.</p>\n        </div>\n        <div class=\"flex-item\">\n            <h3>Author 2</h3>\n            <p id=\"a2-text\">Document 1: \nLET THERE BE LIGHT!\n\nWe all have those spaces in our homes where there's simply not enough light. Running new lights and wiring can be an expensive hassle. No longer. Thimble and Spark is proud to announce our battery-powered portable tap lights. These tap lights work in any space. You can mount them or set them on shelves. Perfect for searching through your closets, pantries, storage sheds, and garages, places with dark corners. Also good for outdoor use. Place a tap light near your front door to add extra light. Can also be used as party lights. Tap Lights come in multiple colors. You can buy them individually or in assorted packs. A 9-volt battery is required for each tap light. Lightweight. Portable. Affordable. Grab your very own tap lights today!</p>\n        </div>\n        <div class=\"flex-item\">\n            <h3>Author 3</h3>\n            <p id=\"a3-text\">Document 1: \nThe Terminator\n\n<PERSON> going back to the future to report to <PERSON> like, \u201cI\u2019m so sorry bro but I fucked your mom and became your dad. \ud83d\ude14\u201d\n\nLoses a lot of momentum in its cutaways to The Future / the quiet scenes with <PERSON> and <PERSON>\u2014 I like it better when it\u2019s in cat-and-mouse chase mode across LA\u2014 but this is less an action movie than it is The Action Movie. T2 rules but I love how elemental this one is. Lighter on dialogue, lighter on plot, just like a well-oiled machine(!) of robot gore and car chases</p>\n        </div>\n    </div>\n</body>\n</html>\n\n", "explanation": "\n<p><strong>The following is a selection of writing style descriptions that our system identified in the text. For each style, we show how much it applies to each of the authors (higher score == more applicability and lower score == less applicability). The lowest score is 0, and the highest is +1. According to this analysis, our AI model made the recommendation below</strong></p>\n<p><strong>Style 1:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is skilled in using formal language and maintains a formal tone throughout their work. They also incorporate various part-of-speech and morphology features to enhance the writing style.</em></span></p>\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.59</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.33</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.65</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.36</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n\n<p><strong>Style 2:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is reflective, focusing on past occurrences and maintaining a contemplative tone. They often incorporate additional details to offer further context, utilizing a variety of part-of-speech bigrams to enhance the narrative flow.</em></span></p>\n\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.53</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.32</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.63</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.42</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n<p><strong>Style 3:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is adept at using concrete details to elucidate intricate ideas and employs transitional phrases to enhance the flow of the text. Additionally, the author skillfully utilizes part-of-speech bigrams and morphology tags to create engaging and effective writing.</em></span></p>\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.39</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.23</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.55</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.32</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n\n", "gt_idx": 1, "source": "llm_tfidf_rep"}, {"Q_fullText": "Document 1: \nPlease Someone Help! My Dog me. stop licking me.\n\nHey everyone,\n\nI'm in urgent need of what to do. I've got a dog and I love her dearly. her name is <PERSON>, and she makes me so happy. but recently she's been causing me so much headache. she won't stop licking me every minute and i don't know what to do.\n\nI've done everything I can, yet she won't stop. I bought her an artificial bone to play with and even made her a new bed space, but she insists on being in bed with me and licking me when she can.\n\ncan anyone suggest any tip to get her to stop doing that. I love princess but she plays too much.\n\nDocument 2: \nConsidering a pet. Need advice!\n\nHello all pet owners.\n\nI just got an apartment, and I am seriously considering a pet to keep me company. but I will love to hear your advice on which pet is the best pet for me. I work part time and mostly at night. my apartment is quite small, but I can cut out a space for whatever pet I end up getting. I'm looking for a pet that wouldn't cost me a lot of money in living expenses at least till i get a better job. I've been thinking about getting a cat or a fish that I can take proper care of. what do you think is the best pet for me. I am open to all your suggestions.", "Q_authorID": "1f4e6a77-857b-5774-a2d1-50b1bc12af60", "latent_rank": [1, 2, 0], "system_rank": [{"id": 2, "title": "Author 2", "body": ""}, {"id": 3, "title": "Author 3", "body": ""}, {"id": 1, "title": "Author 1", "body": ""}], "rank_1": "1. Author 2", "rank_2": "2. Author 3", "rank_3": "3. 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Goes in directions you don't expect and shit really hits the fan. Some of what happens in the final act feels like it shouldn't work at all, but <PERSON> executes it brilliantly. The directing is extremely skilled and the tension <PERSON> builds throughout is impeccable. <PERSON> and <PERSON> are on the top of their game. The entire second half of the movie is largely their characters just breaking each other down and they bring it all to 200%. Also going to shout out the score to this one which made the movie all the more engaging and suspenseful.\n\nAlso spot the <PERSON> reference in the last scene.", "a0_authorID": "08ddcde1-300a-4647-ef02-31799b7d7260", "a1_fullText": "Document 1: \nit is with heavy heart we share the passing of Mr. <PERSON>. he passed on <DATE_TIME> in the presence of loving wife and kids following series of frequent illness. <PERSON> was a loving father who cared so much for his family. he was <DATE_TIME>.\n\n<PERSON> was born in <LOCATION> in <DATE_TIME> to Mr and Mrs <PERSON> his loving parents . he attended <LOCATION> high school and went on to acquire he college degree in health education.\n\n<PERSON> left a memory and legacy of love and kindness . he is survived by his loving wife <PERSON> and two sons <PERSON> and <PERSON>\n\nmr <PERSON> will be buried on <DATE_TIME> the family would love to invite all those who knew <PERSON> for a memorial at Springfield catholic church aftwards his burial will be held at springfeild burial home", "a1_authorID": "1f4e6a77-857b-5774-a2d1-50b1bc12af60", "a2_fullText": "Document 1: \nI don\u2019t know what my cat wants\n\nI don\u2019t know what my cat wants. My cat is 4 years old, I\u2019ve had her since she was a kitten and her first home was at my parents. She grew up with our family dog, and was an indoor cat mostly but she would wander outside to potty and would always be near by. I just recently moved to an apartment with my s/o (about 3 weeks now) and of course my kitty came with. However my cat meows continuously at the both of us. She has all her necessities (food, water, clean litter box, toys) and whenever any one of us is doing anything she will come up to us and meow. We give her attention but she sort of walks off and will continue to meow. She lays with us, enjoys rubbing herself on our legs/feet but the minute we do anything else she\u2019ll go right back to meowing. As far as playing, that will keep her entertained for a few minutes and then she will no longer play and will go back to yeah.. meowing! She also no longer wants to spend any time outside. I understand she needs time to adjust to her new home but I just want to make sure there is nothing else she needs from me. Could she be lonely? Just wanting more attention?", "a2_authorID": "5edcd658-c881-5444-30f5-7778abc820d9", "authors_texts_as_html": "\n<!DOCTYPE html>\n<html lang=\"en\">\n<head>\n    <meta charset=\"UTF-8\">\n    <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\">\n    <title>Label Studio HTML</title>\n    <style>\n        .container {\n            overflow: auto;\n            border: solid 1px black;\n            padding: 10px;\n            margin: 0px 20px 5px 0px;\n        }\n        .flex-container {\n            display: flex;\n        }\n        .flex-item {\n            flex: 33%;\n            padding: 10px;\n            margin: 0px 20px 5px 0px;\n            border: solid 1px black;\n        }\n        h3 {\n            text-decoration: underline;\n        }\n    </style>\n</head>\n<body>\n    <div class=\"container\">\n        <h3>Mystery Author</h3>\n        <p id=\"query-text\">Document 1: \nPlease Someone Help! My Dog me. stop licking me.\n\nHey everyone,\n\nI'm in urgent need of what to do. I've got a dog and I love her dearly. her name is <PERSON>, and she makes me so happy. but recently she's been causing me so much headache. she won't stop licking me every minute and i don't know what to do.\n\nI've done everything I can, yet she won't stop. I bought her an artificial bone to play with and even made her a new bed space, but she insists on being in bed with me and licking me when she can.\n\ncan anyone suggest any tip to get her to stop doing that. I love princess but she plays too much.\n\nDocument 2: \nConsidering a pet. Need advice!\n\nHello all pet owners.\n\nI just got an apartment, and I am seriously considering a pet to keep me company. but I will love to hear your advice on which pet is the best pet for me. I work part time and mostly at night. my apartment is quite small, but I can cut out a space for whatever pet I end up getting. I'm looking for a pet that wouldn't cost me a lot of money in living expenses at least till i get a better job. I've been thinking about getting a cat or a fish that I can take proper care of. what do you think is the best pet for me. I am open to all your suggestions.</p>\n    </div>\n    \n    <div class=\"flex-container\">\n        <div class=\"flex-item\">\n            <h3>Author 1</h3>\n            <p id=\"a1-text\">Document 1: \nFair Play\n\nVery anxiety-inducing and uncomfortable. Goes in directions you don't expect and shit really hits the fan. Some of what happens in the final act feels like it shouldn't work at all, but <PERSON> executes it brilliantly. The directing is extremely skilled and the tension <PERSON> builds throughout is impeccable. <PERSON> and <PERSON> are on the top of their game. The entire second half of the movie is largely their characters just breaking each other down and they bring it all to 200%. Also going to shout out the score to this one which made the movie all the more engaging and suspenseful.\n\nAlso spot the <PERSON> reference in the last scene.</p>\n        </div>\n        <div class=\"flex-item\">\n            <h3>Author 2</h3>\n            <p id=\"a2-text\">Document 1: \nit is with heavy heart we share the passing of Mr. <PERSON>. he passed on <DATE_TIME> in the presence of loving wife and kids following series of frequent illness. <PERSON> was a loving father who cared so much for his family. he was <DATE_TIME>.\n\n<PERSON> was born in <LOCATION> in <DATE_TIME> to Mr and Mrs <PERSON> his loving parents . he attended <LOCATION> high school and went on to acquire he college degree in health education.\n\n<PERSON> left a memory and legacy of love and kindness . he is survived by his loving wife <PERSON> and two sons <PERSON> and <PERSON>\n\nmr <PERSON> will be buried on <DATE_TIME> the family would love to invite all those who knew <PERSON> for a memorial at Springfield catholic church aftwards his burial will be held at springfeild burial home</p>\n        </div>\n        <div class=\"flex-item\">\n            <h3>Author 3</h3>\n            <p id=\"a3-text\">Document 1: \nI don\u2019t know what my cat wants\n\nI don\u2019t know what my cat wants. My cat is 4 years old, I\u2019ve had her since she was a kitten and her first home was at my parents. She grew up with our family dog, and was an indoor cat mostly but she would wander outside to potty and would always be near by. I just recently moved to an apartment with my s/o (about 3 weeks now) and of course my kitty came with. However my cat meows continuously at the both of us. She has all her necessities (food, water, clean litter box, toys) and whenever any one of us is doing anything she will come up to us and meow. We give her attention but she sort of walks off and will continue to meow. She lays with us, enjoys rubbing herself on our legs/feet but the minute we do anything else she\u2019ll go right back to meowing. As far as playing, that will keep her entertained for a few minutes and then she will no longer play and will go back to yeah.. meowing! She also no longer wants to spend any time outside. I understand she needs time to adjust to her new home but I just want to make sure there is nothing else she needs from me. Could she be lonely? Just wanting more attention?</p>\n        </div>\n    </div>\n</body>\n</html>\n\n", "explanation": "\n<p><strong>The following is a selection of writing style descriptions that our system identified in the text. For each style, we show how much it applies to each of the authors (higher score == more applicability and lower score == less applicability). The lowest score is 0, and the highest is +1. According to this analysis, our AI model made the recommendation below</strong></p>\n<p><strong>Style 1:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is reflective, focusing on past occurrences and maintaining a contemplative tone. They often incorporate additional details to offer further context, utilizing a variety of part-of-speech bigrams to enhance the narrative flow.</em></span></p>\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.57</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.32</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.84</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.53</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n\n<p><strong>Style 2:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is skilled in using formal language and maintains a formal tone throughout their work. They also incorporate various part-of-speech and morphology features to enhance the writing style.</em></span></p>\n\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.53</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.33</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.78</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.48</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n<p><strong>Style 3:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is focused on objective reporting and maintains a formal and professional tone throughout their writing. They use various clause structures and incorporate proper nouns in their work, while also paying attention to singular number morphology and foreign words as prepositional modifiers.</em></span></p>\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.46</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.23</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.69</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.43</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n\n", "gt_idx": 1, "source": "llm_tfidf_rep"}, {"Q_fullText": "Document 1: \nCo-workers Became Friends\n\nSome people look at work as a means to pay bills, acquire health insurance and nothing more. I personally find that if you spend time with people for hours every day, several days a week, you can get a lot more out of a job than mere money. All it takes is a little effort to find common ground with someone. In my line of work and in life in general I'm pretty much a people person. Even though we're both adults it annoys my brother even now that I strike up conversations with strangers all the time. He says I \"share too much\". I just laugh and say that's just who I am.\n\nHonestly, I've had jobs I have absolutely hated but always seem to find someone I can talk or connect with. I think having an open mind, offering a compliment, or just really listening to someone, opens a lot of doors.\n\nMy first real big girl job was at a hospital in the inner city. I made friends there with people I still care about and stay in contact with over forty years later. Some of these people have helped me meet other friends or make it through difficult times. I try to do the same for them. So the moral of this story is to really look at those around you. We all struggle with something from time to time and reaching out, even at a lousy job, can reap wonderful rewards.\n\nDocument 2: \nTechnological Improvements at Work\n\nWorking as a radiographer, or as more commonly known, an x-ray technologist, it is incredible for me to think about all the changes in imaging over the span of my career thus far. In my early days, images were made using film encased in heavy, light proof cassettes after positioning a body part on top of the cassette and exposing the interested body part to radiation. Each exposure had to be on a separate cassette. They were often heavy and cumbersome to manage. After the exposure we then had to carry the cassettes into a dark room (a room with only one or two very small, low powered red lights or complete darkness), open the cassette and feel our way to an automatic processor to feed the image in. I'm referring to it as automatic because prior to this technology images were hand dipped into developing and fixing solutions and hung to dry before images could be read. This \"new\" automatic process took a mere ninety seconds.\n\nThe next advancement was a device that could remove the film and place it into a processor to develop in regular room light. Shortly after that we came to know CR or computer radiography. This involved using an image receptor in place of film. The image receptor was very similar to a cassette except for the fact that the images were put on reusable plates and fed into a processor that generated computer images.\n\nNow digital radiography is king. This also involves an image receptor but it does not have to be fed into a processor. A wi-fi connection sends the images to a computer screen for viewing. we are also able to send images to remote locations for interpretation. This newest technology is quite remarkable since the only things we need to do is pick or enter the correct patient on a computer work list, position the body part of interest and make an x-ray exposure. Then - wah lah, the image appears on a computer screen for us to accept or reject then eventually send to a radiologist for reading. Results are faster, images can be shared with physicians and reports are available through a secure portal that patients may view as well. I wonder what will be next?", "Q_authorID": "d699f9ee-2710-5e18-9d1e-c9c91d911158", "latent_rank": [1, 2, 0], "system_rank": [{"id": 2, "title": "Author 2", "body": ""}, {"id": 3, "title": "Author 3", "body": ""}, {"id": 1, "title": "Author 1", "body": ""}], "rank_1": "1. Author 2", "rank_2": "2. Author 3", "rank_3": "3. 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0.45554699486764094, 0.269434999227418, 0.2966016830643856, 0.24684368065966872, 0.5040496546138792, 0.2579081919432595, 0.7290415065939635, 0.37123442543197294, 0.2280158642987814, 0.31015234731121716, 0.8357881760248854, 0.3758331386346675, 0.1877406739514868, 0.48604450449939185, 0.16992017712293866, 0.3159800435927971, 0.18010621184812184, 0.4033531244882068, 0.46327933639892227, 0.38413392782879896, 0.27935978466063227, 0.8094641786541585, 0.8161259160144879, 0.7813704665612404, 0.26655920948993567, 0.4441053675955728, 0.2220491664486856, 0.2079726728249554, 0.2144486180826654, 0.19008927643660595, 0.3012163409587656]], "rep_clusters": [21, 30, 4], "a0_fullText": "Document 1: \nFair Play\n\nVery anxiety-inducing and uncomfortable. Goes in directions you don't expect and shit really hits the fan. Some of what happens in the final act feels like it shouldn't work at all, but <PERSON> executes it brilliantly. The directing is extremely skilled and the tension <PERSON> builds throughout is impeccable. <PERSON> and <PERSON> are on the top of their game. The entire second half of the movie is largely their characters just breaking each other down and they bring it all to 200%. Also going to shout out the score to this one which made the movie all the more engaging and suspenseful.\n\nAlso spot the <PERSON> reference in the last scene.", "a0_authorID": "08ddcde1-300a-4647-ef02-31799b7d7260", "a1_fullText": "Document 1: \nAfter Life\n\nIf you like dark, British humor you will <3 this show. Comedian <PERSON> is the star of this short comedy/drama series that was featured on Netflix. It follows a widower trying to make his way back from depression after the loss of his beloved wife. After her passing he is seen watching a series of video recordings she left for him as a testament of her love. The scenes switch back and forth from their life together and his life now.\n\nThere are many weird and funny things that happen on this journey helping him to reconcile with his feeling of loss. I don't want to give anything away and it may take an episode or so to really get the feel for the plot, but I felt it was totally worth watching this show. The ending did not disappoint, I only wish the series ran longer.", "a1_authorID": "d699f9ee-2710-5e18-9d1e-c9c91d911158", "a2_fullText": "Document 1: \nThe Terminator\n\n<PERSON> going back to the future to report to <PERSON> like, \u201cI\u2019m so sorry bro but I fucked your mom and became your dad. \ud83d\ude14\u201d\n\nLoses a lot of momentum in its cutaways to The Future / the quiet scenes with <PERSON> and <PERSON>\u2014 I like it better when it\u2019s in cat-and-mouse chase mode across LA\u2014 but this is less an action movie than it is The Action Movie. T2 rules but I love how elemental this one is. Lighter on dialogue, lighter on plot, just like a well-oiled machine(!) of robot gore and car chases", "a2_authorID": "eed4b6a5-ef18-9777-31af-f81f2417c65c", "authors_texts_as_html": "\n<!DOCTYPE html>\n<html lang=\"en\">\n<head>\n    <meta charset=\"UTF-8\">\n    <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\">\n    <title>Label Studio HTML</title>\n    <style>\n        .container {\n            overflow: auto;\n            border: solid 1px black;\n            padding: 10px;\n            margin: 0px 20px 5px 0px;\n        }\n        .flex-container {\n            display: flex;\n        }\n        .flex-item {\n            flex: 33%;\n            padding: 10px;\n            margin: 0px 20px 5px 0px;\n            border: solid 1px black;\n        }\n        h3 {\n            text-decoration: underline;\n        }\n    </style>\n</head>\n<body>\n    <div class=\"container\">\n        <h3>Mystery Author</h3>\n        <p id=\"query-text\">Document 1: \nCo-workers Became Friends\n\nSome people look at work as a means to pay bills, acquire health insurance and nothing more. I personally find that if you spend time with people for hours every day, several days a week, you can get a lot more out of a job than mere money. All it takes is a little effort to find common ground with someone. In my line of work and in life in general I'm pretty much a people person. Even though we're both adults it annoys my brother even now that I strike up conversations with strangers all the time. He says I \"share too much\". I just laugh and say that's just who I am.\n\nHonestly, I've had jobs I have absolutely hated but always seem to find someone I can talk or connect with. I think having an open mind, offering a compliment, or just really listening to someone, opens a lot of doors.\n\nMy first real big girl job was at a hospital in the inner city. I made friends there with people I still care about and stay in contact with over forty years later. Some of these people have helped me meet other friends or make it through difficult times. I try to do the same for them. So the moral of this story is to really look at those around you. We all struggle with something from time to time and reaching out, even at a lousy job, can reap wonderful rewards.\n\nDocument 2: \nTechnological Improvements at Work\n\nWorking as a radiographer, or as more commonly known, an x-ray technologist, it is incredible for me to think about all the changes in imaging over the span of my career thus far. In my early days, images were made using film encased in heavy, light proof cassettes after positioning a body part on top of the cassette and exposing the interested body part to radiation. Each exposure had to be on a separate cassette. They were often heavy and cumbersome to manage. After the exposure we then had to carry the cassettes into a dark room (a room with only one or two very small, low powered red lights or complete darkness), open the cassette and feel our way to an automatic processor to feed the image in. I'm referring to it as automatic because prior to this technology images were hand dipped into developing and fixing solutions and hung to dry before images could be read. This \"new\" automatic process took a mere ninety seconds.\n\nThe next advancement was a device that could remove the film and place it into a processor to develop in regular room light. Shortly after that we came to know CR or computer radiography. This involved using an image receptor in place of film. The image receptor was very similar to a cassette except for the fact that the images were put on reusable plates and fed into a processor that generated computer images.\n\nNow digital radiography is king. This also involves an image receptor but it does not have to be fed into a processor. A wi-fi connection sends the images to a computer screen for viewing. we are also able to send images to remote locations for interpretation. This newest technology is quite remarkable since the only things we need to do is pick or enter the correct patient on a computer work list, position the body part of interest and make an x-ray exposure. Then - wah lah, the image appears on a computer screen for us to accept or reject then eventually send to a radiologist for reading. Results are faster, images can be shared with physicians and reports are available through a secure portal that patients may view as well. I wonder what will be next?</p>\n    </div>\n    \n    <div class=\"flex-container\">\n        <div class=\"flex-item\">\n            <h3>Author 1</h3>\n            <p id=\"a1-text\">Document 1: \nFair Play\n\nVery anxiety-inducing and uncomfortable. Goes in directions you don't expect and shit really hits the fan. Some of what happens in the final act feels like it shouldn't work at all, but <PERSON> executes it brilliantly. The directing is extremely skilled and the tension <PERSON> builds throughout is impeccable. <PERSON> and <PERSON> are on the top of their game. The entire second half of the movie is largely their characters just breaking each other down and they bring it all to 200%. Also going to shout out the score to this one which made the movie all the more engaging and suspenseful.\n\nAlso spot the <PERSON> reference in the last scene.</p>\n        </div>\n        <div class=\"flex-item\">\n            <h3>Author 2</h3>\n            <p id=\"a2-text\">Document 1: \nAfter Life\n\nIf you like dark, British humor you will <3 this show. Comedian <PERSON> is the star of this short comedy/drama series that was featured on Netflix. It follows a widower trying to make his way back from depression after the loss of his beloved wife. After her passing he is seen watching a series of video recordings she left for him as a testament of her love. The scenes switch back and forth from their life together and his life now.\n\nThere are many weird and funny things that happen on this journey helping him to reconcile with his feeling of loss. I don't want to give anything away and it may take an episode or so to really get the feel for the plot, but I felt it was totally worth watching this show. The ending did not disappoint, I only wish the series ran longer.</p>\n        </div>\n        <div class=\"flex-item\">\n            <h3>Author 3</h3>\n            <p id=\"a3-text\">Document 1: \nThe Terminator\n\n<PERSON> going back to the future to report to <PERSON> like, \u201cI\u2019m so sorry bro but I fucked your mom and became your dad. \ud83d\ude14\u201d\n\nLoses a lot of momentum in its cutaways to The Future / the quiet scenes with <PERSON> and <PERSON>\u2014 I like it better when it\u2019s in cat-and-mouse chase mode across LA\u2014 but this is less an action movie than it is The Action Movie. T2 rules but I love how elemental this one is. Lighter on dialogue, lighter on plot, just like a well-oiled machine(!) of robot gore and car chases</p>\n        </div>\n    </div>\n</body>\n</html>\n\n", "explanation": "\n<p><strong>The following is a selection of writing style descriptions that our system identified in the text. For each style, we show how much it applies to each of the authors (higher score == more applicability and lower score == less applicability). The lowest score is 0, and the highest is +1. According to this analysis, our AI model made the recommendation below</strong></p>\n<p><strong>Style 1:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is known for favoring formal language and using polite and professional communication style. They frequently include extra details and create a connection with the reader through direct engagement in their work. Additionally, the author uses clear language and pronouns followed by adpositions in their writing.</em></span></p>\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.48</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.68</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.56</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.68</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n\n<p><strong>Style 2:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author's tone is negative, using a moderate level of writing complexity. The author's tone is positive and inviting, with a mix of adjectives and determiners. The author also incorporates various parts of speech bigrams, such as numerals followed by verbs and pronouns followed by adjectives.</em></span></p>\n\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.43</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.68</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.58</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.73</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n<p><strong>Style 3:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is reflective in setting the tone of the discussion and establishes a connection with the reader through inclusive language. They prioritize objectivity and maintain a formal tone throughout the text.</em></span></p>\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.48</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.64</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.51</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.64</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n\n", "gt_idx": 1, "source": "llm_tfidf_rep"}, {"Q_fullText": "Document 1: \nOver bearing manager\n\nQuick rant... I work as a barista at a very well known and popular coffee chain. We have shifts split up into half-days, with a morning shift that runs from opening until noon, and an evening shift that starts at noon and goes until closing. I've been working at this particular store for a few months now, only working morning shifts. So far... I've loved it! I genuinely enjoy waking up early and setting up shop, and interacting with all of the morning commuters that come by for their daily coffee. I recently got switched to the night shift, and it's a totally different experience but equally enjoyable... the afternoon coffee crowd is equally interesting but so different than the morning crowd. There's just one major problem with the evening shift... the manager on duty. She's in her mid twenties, and is on some kind of power trip. She is strict (yes, as a manager should be), but she takes it way overboard. Like... she literally tracks the amount of minutes we spend in the bathroom to deduct from working time. She inspects everything we do to a point where it actually makes it hard to work.\n\nThe problem is, I don't know how to bring up the issue about her because I feel like if I speak up it'll sound like I'm not adhering to the rules or standards because I'm complaining about someone who is enforcing them! Does anyone have any advice? How do I handle this to make the environment better?\n\nDocument 2: \nWork-aholics\n\nI work at a mid-size tech company. We each have little cubicles and spend most of the day working on our computers. The other guys in my office are VERY dedicated to their work... like they literally never stop working. They sit at their desks, glued to their computers for the entire day. I hardly ever even see them take bathroom breaks! We have a tiny little microwave in the back corner, and a single coffee pot, and every once in awhile someone gets up to heat up food or make coffee, then promptly returns to their desk to eat while STILL WORKING. I've tried getting to know them, but they aren't very interested in talking for more than a couple minutes and then its back to work... like sure our work is demanding... but we don't have THAT much to do where we can't take a few minutes to say good morning... How do I get these people to loosen up a little???", "Q_authorID": "cc225a77-a1ea-53a9-8df1-2cc12225e957", "latent_rank": [1, 0, 2], "system_rank": [{"id": 2, "title": "Author 2", "body": ""}, {"id": 1, "title": "Author 1", "body": ""}, {"id": 3, "title": "Author 3", "body": ""}], "rank_1": "1. Author 2", "rank_2": "2. Author 1", "rank_3": "3. 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it is, i don\u2019t know what to do and it\u2019s making me so sad that i can\u2019t understand him. what does he want??? this has been going on for weeks", "a0_authorID": "a5a1cfde-6e00-5a93-86ae-167f78aefd02", "a1_fullText": "Document 1: \nTraveling with my Dog\n\nCalling all travelers with pets! I am planning a mountain vacation with my family and we'd like to figure out a way to bring our dog with us, but I am unsure how... Our destination has lots of outdoor spaces and our lodging is pet friendly, but we have to travel by air to get there. I have never flown with a dog before and I am wondering if anyone has advice for both planning the logistics as well as the travel day itself? How do I purchase a pet specific ticket? Do airports have areas for dogs to relieve themselves? I am also a little nervous about having our pup sit through the plane ride (its about 4 hours long), and am wondering how to ensure he is the most comfortable he can be throughout the entire journey.\n\nI appreciate any tips you might have... thanks!\n\nDocument 2: \nThe movie, Dog, starring <PERSON> tells the story of a retired military dog struggling with war trauma and an injured Army Ranger trying to get back into combat as they travel together to the dog's owner's funeral. In the beginning of the movie, <PERSON> character learns that one of his fellow rangers has died in combat. <PERSON>'s character has been trying to get approval to return to combat despite multiple major head injuries, but he needs his commander's signature, who won't answer his calls. When he attends a memorial with the ranger battalion, his commander makes him a deal that if he can successfully get the dog to the funeral, then he will sign the papers to get him back into combat. Along the way, <PERSON> works though his trauma while trying to figure out how to help the dog manage hers. I absolutely recommend this movie to viewers with all different interests and movie preferences. This movie has a great blend of a touching, heart-warming war hero story combined with humor and an interesting plot line! It will make you laugh as <PERSON>'s character and the dog encounter interesting people on their journey. It'll teach you about military life and customs as an Army Ranger, and it will make you cry as characters come together for a moving resolution. This film really has it all, you won't regret watching it!\n\nDocument 3: \nBlundstone Premium Leather Chelsea Boots\n\nDo you find yourself digging through pairs of shoes during the winter, when you can't decide between your warm weather boots and your cute going out shoes? Why choose between fashion and comfort when you can have both! The Blundstone Premium Leather Chelsea Boots are stylish footwear that protect you from all types of weather including both snow and rain! They are specially designed to optimize durability and comfort while also maximizing versatility through their wide range of uses. These boots can be worn casually with jeans, dressed up with a stylish outfit, or even taken out to the trails for a hike! Their iconic design includes a high and low top style, with many options of colors and leather types to choose from, so you'll have no trouble finding the right pair for you. These boots can be purchased through many online and in-store specialty and mass retailers, and directly through the Blundstone brand site.", "a1_authorID": "cc225a77-a1ea-53a9-8df1-2cc12225e957", "a2_fullText": "Document 1: \nMy call centre job is awful\n\nEverything that could go wrong has\u2026. Unsupportive and rude supervisors. Overly critical moody and unkind coworkers. We have hot desks and so we can sit wherever we want and yet apparently I sat in someone else\u2019s seat today and she wasn\u2019t happy about it. It\u2019s such a small call centre I can\u2019t get away from these rude and unsupportive people.\n\nI\u2019m the newest one and yet supervisors never ask how I am or if I am enjoying the work or coping ok. They only write nasty negative emails to me without explaining what they mean or actually training me. I had arranged to meet with the boss yesterday but he didn\u2019t have time and then today when I asked him about the meeting he was extremely rude and made me feel awful for asking (this is my first time asking for a meeting with anyone). I wanted to explain how I feel isolated how no one is helping me, how my training was inadequate, how my co workers are unfriendly and rude (one in particular keeps harassing me and criticising me). Yet he responded in exactly the same way so I understand it\u2019s the environment here. They are nasty and just do not care.\n\nDisappointed as I tried so hard my first month here. My confidence has been shaken and it\u2019s truly awful. I can do the monotonous work well I think but the people are unhelpful unkind and so unsupportive. I trained people at my last job and I\u2019m shocked at the attitude of \u201csupervisors\u201d here.", "a2_authorID": "f23ecc91-e465-b962-403c-4f7b5f83a125", "authors_texts_as_html": "\n<!DOCTYPE html>\n<html lang=\"en\">\n<head>\n    <meta charset=\"UTF-8\">\n    <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\">\n    <title>Label Studio HTML</title>\n    <style>\n        .container {\n            overflow: auto;\n            border: solid 1px black;\n            padding: 10px;\n            margin: 0px 20px 5px 0px;\n        }\n        .flex-container {\n            display: flex;\n        }\n        .flex-item {\n            flex: 33%;\n            padding: 10px;\n            margin: 0px 20px 5px 0px;\n            border: solid 1px black;\n        }\n        h3 {\n            text-decoration: underline;\n        }\n    </style>\n</head>\n<body>\n    <div class=\"container\">\n        <h3>Mystery Author</h3>\n        <p id=\"query-text\">Document 1: \nOver bearing manager\n\nQuick rant... I work as a barista at a very well known and popular coffee chain. We have shifts split up into half-days, with a morning shift that runs from opening until noon, and an evening shift that starts at noon and goes until closing. I've been working at this particular store for a few months now, only working morning shifts. So far... I've loved it! I genuinely enjoy waking up early and setting up shop, and interacting with all of the morning commuters that come by for their daily coffee. I recently got switched to the night shift, and it's a totally different experience but equally enjoyable... the afternoon coffee crowd is equally interesting but so different than the morning crowd. There's just one major problem with the evening shift... the manager on duty. She's in her mid twenties, and is on some kind of power trip. She is strict (yes, as a manager should be), but she takes it way overboard. Like... she literally tracks the amount of minutes we spend in the bathroom to deduct from working time. She inspects everything we do to a point where it actually makes it hard to work.\n\nThe problem is, I don't know how to bring up the issue about her because I feel like if I speak up it'll sound like I'm not adhering to the rules or standards because I'm complaining about someone who is enforcing them! Does anyone have any advice? How do I handle this to make the environment better?\n\nDocument 2: \nWork-aholics\n\nI work at a mid-size tech company. We each have little cubicles and spend most of the day working on our computers. The other guys in my office are VERY dedicated to their work... like they literally never stop working. They sit at their desks, glued to their computers for the entire day. I hardly ever even see them take bathroom breaks! We have a tiny little microwave in the back corner, and a single coffee pot, and every once in awhile someone gets up to heat up food or make coffee, then promptly returns to their desk to eat while STILL WORKING. I've tried getting to know them, but they aren't very interested in talking for more than a couple minutes and then its back to work... like sure our work is demanding... but we don't have THAT much to do where we can't take a few minutes to say good morning... How do I get these people to loosen up a little???</p>\n    </div>\n    \n    <div class=\"flex-container\">\n        <div class=\"flex-item\">\n            <h3>Author 1</h3>\n            <p id=\"a1-text\">Document 1: \nmy cat is in distress and i don\u2019t understand why\n\nmy cat has recently taken a liking to my roommate, when i try to pick him up & take him to my room he runs away, meows really loud, and makes me chase him around the coffee table.\n\nanyway what\u2019s really concerning me is that at least 3 times a day, i\u2019ll come out to grab him so he stops meowing at my roommates door. he makes me follow him into the kitchen, and he sits and meows at our little pantry area\n\nhe is meowing like he wants food or something specific in that area, but his food and water are located in my room. i have no idea what it is, i don\u2019t know what to do and it\u2019s making me so sad that i can\u2019t understand him. what does he want??? this has been going on for weeks</p>\n        </div>\n        <div class=\"flex-item\">\n            <h3>Author 2</h3>\n            <p id=\"a2-text\">Document 1: \nTraveling with my Dog\n\nCalling all travelers with pets! I am planning a mountain vacation with my family and we'd like to figure out a way to bring our dog with us, but I am unsure how... Our destination has lots of outdoor spaces and our lodging is pet friendly, but we have to travel by air to get there. I have never flown with a dog before and I am wondering if anyone has advice for both planning the logistics as well as the travel day itself? How do I purchase a pet specific ticket? Do airports have areas for dogs to relieve themselves? I am also a little nervous about having our pup sit through the plane ride (its about 4 hours long), and am wondering how to ensure he is the most comfortable he can be throughout the entire journey.\n\nI appreciate any tips you might have... thanks!\n\nDocument 2: \nThe movie, Dog, starring <PERSON> tells the story of a retired military dog struggling with war trauma and an injured Army Ranger trying to get back into combat as they travel together to the dog's owner's funeral. In the beginning of the movie, <PERSON> character learns that one of his fellow rangers has died in combat. <PERSON>'s character has been trying to get approval to return to combat despite multiple major head injuries, but he needs his commander's signature, who won't answer his calls. When he attends a memorial with the ranger battalion, his commander makes him a deal that if he can successfully get the dog to the funeral, then he will sign the papers to get him back into combat. Along the way, <PERSON> works though his trauma while trying to figure out how to help the dog manage hers. I absolutely recommend this movie to viewers with all different interests and movie preferences. This movie has a great blend of a touching, heart-warming war hero story combined with humor and an interesting plot line! It will make you laugh as <PERSON>'s character and the dog encounter interesting people on their journey. It'll teach you about military life and customs as an Army Ranger, and it will make you cry as characters come together for a moving resolution. This film really has it all, you won't regret watching it!\n\nDocument 3: \nBlundstone Premium Leather Chelsea Boots\n\nDo you find yourself digging through pairs of shoes during the winter, when you can't decide between your warm weather boots and your cute going out shoes? Why choose between fashion and comfort when you can have both! The Blundstone Premium Leather Chelsea Boots are stylish footwear that protect you from all types of weather including both snow and rain! They are specially designed to optimize durability and comfort while also maximizing versatility through their wide range of uses. These boots can be worn casually with jeans, dressed up with a stylish outfit, or even taken out to the trails for a hike! Their iconic design includes a high and low top style, with many options of colors and leather types to choose from, so you'll have no trouble finding the right pair for you. These boots can be purchased through many online and in-store specialty and mass retailers, and directly through the Blundstone brand site.</p>\n        </div>\n        <div class=\"flex-item\">\n            <h3>Author 3</h3>\n            <p id=\"a3-text\">Document 1: \nMy call centre job is awful\n\nEverything that could go wrong has\u2026. Unsupportive and rude supervisors. Overly critical moody and unkind coworkers. We have hot desks and so we can sit wherever we want and yet apparently I sat in someone else\u2019s seat today and she wasn\u2019t happy about it. It\u2019s such a small call centre I can\u2019t get away from these rude and unsupportive people.\n\nI\u2019m the newest one and yet supervisors never ask how I am or if I am enjoying the work or coping ok. They only write nasty negative emails to me without explaining what they mean or actually training me. I had arranged to meet with the boss yesterday but he didn\u2019t have time and then today when I asked him about the meeting he was extremely rude and made me feel awful for asking (this is my first time asking for a meeting with anyone). I wanted to explain how I feel isolated how no one is helping me, how my training was inadequate, how my co workers are unfriendly and rude (one in particular keeps harassing me and criticising me). Yet he responded in exactly the same way so I understand it\u2019s the environment here. They are nasty and just do not care.\n\nDisappointed as I tried so hard my first month here. My confidence has been shaken and it\u2019s truly awful. I can do the monotonous work well I think but the people are unhelpful unkind and so unsupportive. I trained people at my last job and I\u2019m shocked at the attitude of \u201csupervisors\u201d here.</p>\n        </div>\n    </div>\n</body>\n</html>\n\n", "explanation": "\n<p><strong>The following is a selection of writing style descriptions that our system identified in the text. For each style, we show how much it applies to each of the authors (higher score == more applicability and lower score == less applicability). The lowest score is 0, and the highest is +1. According to this analysis, our AI model made the recommendation below</strong></p>\n<p><strong>Style 1:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is skilled in using formal language and maintains a formal tone throughout their work. They also incorporate various part-of-speech and morphology features to enhance the writing style.</em></span></p>\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.47</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.64</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.52</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.38</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n\n<p><strong>Style 2:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is known for favoring formal language and using polite and professional communication style. They frequently include extra details and create a connection with the reader through direct engagement in their work. Additionally, the author uses clear language and pronouns followed by adpositions in their writing.</em></span></p>\n\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.47</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.47</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.51</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.33</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n<p><strong>Style 3:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is reflective, focusing on past occurrences and maintaining a contemplative tone. They often incorporate additional details to offer further context, utilizing a variety of part-of-speech bigrams to enhance the narrative flow.</em></span></p>\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.43</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.65</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.5</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.57</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n\n", "gt_idx": 1, "source": "llm_tfidf_rep"}, {"Q_fullText": "Document 1: \nCo-workers Became Friends\n\nSome people look at work as a means to pay bills, acquire health insurance and nothing more. I personally find that if you spend time with people for hours every day, several days a week, you can get a lot more out of a job than mere money. All it takes is a little effort to find common ground with someone. In my line of work and in life in general I'm pretty much a people person. Even though we're both adults it annoys my brother even now that I strike up conversations with strangers all the time. He says I \"share too much\". I just laugh and say that's just who I am.\n\nHonestly, I've had jobs I have absolutely hated but always seem to find someone I can talk or connect with. I think having an open mind, offering a compliment, or just really listening to someone, opens a lot of doors.\n\nMy first real big girl job was at a hospital in the inner city. I made friends there with people I still care about and stay in contact with over forty years later. Some of these people have helped me meet other friends or make it through difficult times. I try to do the same for them. So the moral of this story is to really look at those around you. We all struggle with something from time to time and reaching out, even at a lousy job, can reap wonderful rewards.\n\nDocument 2: \nTechnological Improvements at Work\n\nWorking as a radiographer, or as more commonly known, an x-ray technologist, it is incredible for me to think about all the changes in imaging over the span of my career thus far. In my early days, images were made using film encased in heavy, light proof cassettes after positioning a body part on top of the cassette and exposing the interested body part to radiation. Each exposure had to be on a separate cassette. They were often heavy and cumbersome to manage. After the exposure we then had to carry the cassettes into a dark room (a room with only one or two very small, low powered red lights or complete darkness), open the cassette and feel our way to an automatic processor to feed the image in. I'm referring to it as automatic because prior to this technology images were hand dipped into developing and fixing solutions and hung to dry before images could be read. This \"new\" automatic process took a mere ninety seconds.\n\nThe next advancement was a device that could remove the film and place it into a processor to develop in regular room light. Shortly after that we came to know CR or computer radiography. This involved using an image receptor in place of film. The image receptor was very similar to a cassette except for the fact that the images were put on reusable plates and fed into a processor that generated computer images.\n\nNow digital radiography is king. This also involves an image receptor but it does not have to be fed into a processor. A wi-fi connection sends the images to a computer screen for viewing. we are also able to send images to remote locations for interpretation. This newest technology is quite remarkable since the only things we need to do is pick or enter the correct patient on a computer work list, position the body part of interest and make an x-ray exposure. Then - wah lah, the image appears on a computer screen for us to accept or reject then eventually send to a radiologist for reading. Results are faster, images can be shared with physicians and reports are available through a secure portal that patients may view as well. I wonder what will be next?", "Q_authorID": "d699f9ee-2710-5e18-9d1e-c9c91d911158", "latent_rank": [1, 2, 0], "system_rank": [{"id": 2, "title": "Author 2", "body": ""}, {"id": 3, "title": "Author 3", "body": ""}, {"id": 1, "title": "Author 1", "body": ""}], "rank_1": "1. Author 2", "rank_2": "2. Author 3", "rank_3": "3. 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0.45554699486764094, 0.269434999227418, 0.2966016830643856, 0.24684368065966872, 0.5040496546138792, 0.2579081919432595, 0.7290415065939635, 0.37123442543197294, 0.2280158642987814, 0.31015234731121716, 0.8357881760248854, 0.3758331386346675, 0.1877406739514868, 0.48604450449939185, 0.16992017712293866, 0.3159800435927971, 0.18010621184812184, 0.4033531244882068, 0.46327933639892227, 0.38413392782879896, 0.27935978466063227, 0.8094641786541585, 0.8161259160144879, 0.7813704665612404, 0.26655920948993567, 0.4441053675955728, 0.2220491664486856, 0.2079726728249554, 0.2144486180826654, 0.19008927643660595, 0.3012163409587656]], "rep_clusters": [21, 30, 4], "a0_fullText": "Document 1: \nFair Play\n\nVery anxiety-inducing and uncomfortable. Goes in directions you don't expect and shit really hits the fan. Some of what happens in the final act feels like it shouldn't work at all, but <PERSON> executes it brilliantly. The directing is extremely skilled and the tension <PERSON> builds throughout is impeccable. <PERSON> and <PERSON> are on the top of their game. The entire second half of the movie is largely their characters just breaking each other down and they bring it all to 200%. Also going to shout out the score to this one which made the movie all the more engaging and suspenseful.\n\nAlso spot the <PERSON> reference in the last scene.", "a0_authorID": "08ddcde1-300a-4647-ef02-31799b7d7260", "a1_fullText": "Document 1: \nAfter Life\n\nIf you like dark, British humor you will <3 this show. Comedian <PERSON> is the star of this short comedy/drama series that was featured on Netflix. It follows a widower trying to make his way back from depression after the loss of his beloved wife. After her passing he is seen watching a series of video recordings she left for him as a testament of her love. The scenes switch back and forth from their life together and his life now.\n\nThere are many weird and funny things that happen on this journey helping him to reconcile with his feeling of loss. I don't want to give anything away and it may take an episode or so to really get the feel for the plot, but I felt it was totally worth watching this show. The ending did not disappoint, I only wish the series ran longer.", "a1_authorID": "d699f9ee-2710-5e18-9d1e-c9c91d911158", "a2_fullText": "Document 1: \nThe Terminator\n\n<PERSON> going back to the future to report to <PERSON> like, \u201cI\u2019m so sorry bro but I fucked your mom and became your dad. \ud83d\ude14\u201d\n\nLoses a lot of momentum in its cutaways to The Future / the quiet scenes with <PERSON> and <PERSON>\u2014 I like it better when it\u2019s in cat-and-mouse chase mode across LA\u2014 but this is less an action movie than it is The Action Movie. T2 rules but I love how elemental this one is. Lighter on dialogue, lighter on plot, just like a well-oiled machine(!) of robot gore and car chases", "a2_authorID": "eed4b6a5-ef18-9777-31af-f81f2417c65c", "authors_texts_as_html": "\n<!DOCTYPE html>\n<html lang=\"en\">\n<head>\n    <meta charset=\"UTF-8\">\n    <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\">\n    <title>Label Studio HTML</title>\n    <style>\n        .container {\n            overflow: auto;\n            border: solid 1px black;\n            padding: 10px;\n            margin: 0px 20px 5px 0px;\n        }\n        .flex-container {\n            display: flex;\n        }\n        .flex-item {\n            flex: 33%;\n            padding: 10px;\n            margin: 0px 20px 5px 0px;\n            border: solid 1px black;\n        }\n        h3 {\n            text-decoration: underline;\n        }\n    </style>\n</head>\n<body>\n    <div class=\"container\">\n        <h3>Mystery Author</h3>\n        <p id=\"query-text\">Document 1: \nCo-workers Became Friends\n\nSome people look at work as a means to pay bills, acquire health insurance and nothing more. I personally find that if you spend time with people for hours every day, several days a week, you can get a lot more out of a job than mere money. All it takes is a little effort to find common ground with someone. In my line of work and in life in general I'm pretty much a people person. Even though we're both adults it annoys my brother even now that I strike up conversations with strangers all the time. He says I \"share too much\". I just laugh and say that's just who I am.\n\nHonestly, I've had jobs I have absolutely hated but always seem to find someone I can talk or connect with. I think having an open mind, offering a compliment, or just really listening to someone, opens a lot of doors.\n\nMy first real big girl job was at a hospital in the inner city. I made friends there with people I still care about and stay in contact with over forty years later. Some of these people have helped me meet other friends or make it through difficult times. I try to do the same for them. So the moral of this story is to really look at those around you. We all struggle with something from time to time and reaching out, even at a lousy job, can reap wonderful rewards.\n\nDocument 2: \nTechnological Improvements at Work\n\nWorking as a radiographer, or as more commonly known, an x-ray technologist, it is incredible for me to think about all the changes in imaging over the span of my career thus far. In my early days, images were made using film encased in heavy, light proof cassettes after positioning a body part on top of the cassette and exposing the interested body part to radiation. Each exposure had to be on a separate cassette. They were often heavy and cumbersome to manage. After the exposure we then had to carry the cassettes into a dark room (a room with only one or two very small, low powered red lights or complete darkness), open the cassette and feel our way to an automatic processor to feed the image in. I'm referring to it as automatic because prior to this technology images were hand dipped into developing and fixing solutions and hung to dry before images could be read. This \"new\" automatic process took a mere ninety seconds.\n\nThe next advancement was a device that could remove the film and place it into a processor to develop in regular room light. Shortly after that we came to know CR or computer radiography. This involved using an image receptor in place of film. The image receptor was very similar to a cassette except for the fact that the images were put on reusable plates and fed into a processor that generated computer images.\n\nNow digital radiography is king. This also involves an image receptor but it does not have to be fed into a processor. A wi-fi connection sends the images to a computer screen for viewing. we are also able to send images to remote locations for interpretation. This newest technology is quite remarkable since the only things we need to do is pick or enter the correct patient on a computer work list, position the body part of interest and make an x-ray exposure. Then - wah lah, the image appears on a computer screen for us to accept or reject then eventually send to a radiologist for reading. Results are faster, images can be shared with physicians and reports are available through a secure portal that patients may view as well. I wonder what will be next?</p>\n    </div>\n    \n    <div class=\"flex-container\">\n        <div class=\"flex-item\">\n            <h3>Author 1</h3>\n            <p id=\"a1-text\">Document 1: \nFair Play\n\nVery anxiety-inducing and uncomfortable. Goes in directions you don't expect and shit really hits the fan. Some of what happens in the final act feels like it shouldn't work at all, but <PERSON> executes it brilliantly. The directing is extremely skilled and the tension <PERSON> builds throughout is impeccable. <PERSON> and <PERSON> are on the top of their game. The entire second half of the movie is largely their characters just breaking each other down and they bring it all to 200%. Also going to shout out the score to this one which made the movie all the more engaging and suspenseful.\n\nAlso spot the <PERSON> reference in the last scene.</p>\n        </div>\n        <div class=\"flex-item\">\n            <h3>Author 2</h3>\n            <p id=\"a2-text\">Document 1: \nAfter Life\n\nIf you like dark, British humor you will <3 this show. Comedian <PERSON> is the star of this short comedy/drama series that was featured on Netflix. It follows a widower trying to make his way back from depression after the loss of his beloved wife. After her passing he is seen watching a series of video recordings she left for him as a testament of her love. The scenes switch back and forth from their life together and his life now.\n\nThere are many weird and funny things that happen on this journey helping him to reconcile with his feeling of loss. I don't want to give anything away and it may take an episode or so to really get the feel for the plot, but I felt it was totally worth watching this show. The ending did not disappoint, I only wish the series ran longer.</p>\n        </div>\n        <div class=\"flex-item\">\n            <h3>Author 3</h3>\n            <p id=\"a3-text\">Document 1: \nThe Terminator\n\n<PERSON> going back to the future to report to <PERSON> like, \u201cI\u2019m so sorry bro but I fucked your mom and became your dad. \ud83d\ude14\u201d\n\nLoses a lot of momentum in its cutaways to The Future / the quiet scenes with <PERSON> and <PERSON>\u2014 I like it better when it\u2019s in cat-and-mouse chase mode across LA\u2014 but this is less an action movie than it is The Action Movie. T2 rules but I love how elemental this one is. Lighter on dialogue, lighter on plot, just like a well-oiled machine(!) of robot gore and car chases</p>\n        </div>\n    </div>\n</body>\n</html>\n\n", "explanation": "\n<p><strong>The following is a selection of writing style descriptions that our system identified in the text. For each style, we show how much it applies to each of the authors (higher score == more applicability and lower score == less applicability). The lowest score is 0, and the highest is +1. According to this analysis, our AI model made the recommendation below</strong></p>\n<p><strong>Style 1:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is known for favoring formal language and using polite and professional communication style. They frequently include extra details and create a connection with the reader through direct engagement in their work. Additionally, the author uses clear language and pronouns followed by adpositions in their writing.</em></span></p>\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.48</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.68</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.56</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.68</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n\n<p><strong>Style 2:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author's tone is negative, using a moderate level of writing complexity. The author's tone is positive and inviting, with a mix of adjectives and determiners. The author also incorporates various parts of speech bigrams, such as numerals followed by verbs and pronouns followed by adjectives.</em></span></p>\n\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.43</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.68</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.58</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.73</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n<p><strong>Style 3:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is reflective in setting the tone of the discussion and establishes a connection with the reader through inclusive language. They prioritize objectivity and maintain a formal tone throughout the text.</em></span></p>\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.48</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.64</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.51</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.64</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n\n", "gt_idx": 1, "source": "llm_tfidf_rep"}, {"Q_fullText": "Document 1: \nOver bearing manager\n\nQuick rant... I work as a barista at a very well known and popular coffee chain. We have shifts split up into half-days, with a morning shift that runs from opening until noon, and an evening shift that starts at noon and goes until closing. I've been working at this particular store for a few months now, only working morning shifts. So far... I've loved it! I genuinely enjoy waking up early and setting up shop, and interacting with all of the morning commuters that come by for their daily coffee. I recently got switched to the night shift, and it's a totally different experience but equally enjoyable... the afternoon coffee crowd is equally interesting but so different than the morning crowd. There's just one major problem with the evening shift... the manager on duty. She's in her mid twenties, and is on some kind of power trip. She is strict (yes, as a manager should be), but she takes it way overboard. Like... she literally tracks the amount of minutes we spend in the bathroom to deduct from working time. She inspects everything we do to a point where it actually makes it hard to work.\n\nThe problem is, I don't know how to bring up the issue about her because I feel like if I speak up it'll sound like I'm not adhering to the rules or standards because I'm complaining about someone who is enforcing them! Does anyone have any advice? How do I handle this to make the environment better?\n\nDocument 2: \nWork-aholics\n\nI work at a mid-size tech company. We each have little cubicles and spend most of the day working on our computers. The other guys in my office are VERY dedicated to their work... like they literally never stop working. They sit at their desks, glued to their computers for the entire day. I hardly ever even see them take bathroom breaks! We have a tiny little microwave in the back corner, and a single coffee pot, and every once in awhile someone gets up to heat up food or make coffee, then promptly returns to their desk to eat while STILL WORKING. I've tried getting to know them, but they aren't very interested in talking for more than a couple minutes and then its back to work... like sure our work is demanding... but we don't have THAT much to do where we can't take a few minutes to say good morning... How do I get these people to loosen up a little???", "Q_authorID": "cc225a77-a1ea-53a9-8df1-2cc12225e957", "latent_rank": [1, 0, 2], "system_rank": [{"id": 2, "title": "Author 2", "body": ""}, {"id": 1, "title": "Author 1", "body": ""}, {"id": 3, "title": "Author 3", "body": ""}], "rank_1": "1. Author 2", "rank_2": "2. Author 1", "rank_3": "3. 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0.46995497894864313, 0.4421533571778523, 0.525249741825746, 0.3592869550566131, 0.5013635606358455, 0.5064947449357249, 0.38009219496654567, 0.38879083411416165, 0.3982939947594927, 0.2536163580704768, 0.43619934423376655, 0.5452479315568357, 0.29180829099541994, 0.35332541522924366, 0.3689236438465183, 0.3024338942814809]], "rep_clusters": [11, 21, 5], "a0_fullText": "Document 1: \nmy cat is in distress and i don\u2019t understand why\n\nmy cat has recently taken a liking to my roommate, when i try to pick him up & take him to my room he runs away, meows really loud, and makes me chase him around the coffee table.\n\nanyway what\u2019s really concerning me is that at least 3 times a day, i\u2019ll come out to grab him so he stops meowing at my roommates door. he makes me follow him into the kitchen, and he sits and meows at our little pantry area\n\nhe is meowing like he wants food or something specific in that area, but his food and water are located in my room. i have no idea what it is, i don\u2019t know what to do and it\u2019s making me so sad that i can\u2019t understand him. what does he want??? this has been going on for weeks", "a0_authorID": "a5a1cfde-6e00-5a93-86ae-167f78aefd02", "a1_fullText": "Document 1: \nTraveling with my Dog\n\nCalling all travelers with pets! I am planning a mountain vacation with my family and we'd like to figure out a way to bring our dog with us, but I am unsure how... Our destination has lots of outdoor spaces and our lodging is pet friendly, but we have to travel by air to get there. I have never flown with a dog before and I am wondering if anyone has advice for both planning the logistics as well as the travel day itself? How do I purchase a pet specific ticket? Do airports have areas for dogs to relieve themselves? I am also a little nervous about having our pup sit through the plane ride (its about 4 hours long), and am wondering how to ensure he is the most comfortable he can be throughout the entire journey.\n\nI appreciate any tips you might have... thanks!\n\nDocument 2: \nThe movie, Dog, starring <PERSON> tells the story of a retired military dog struggling with war trauma and an injured Army Ranger trying to get back into combat as they travel together to the dog's owner's funeral. In the beginning of the movie, <PERSON> character learns that one of his fellow rangers has died in combat. <PERSON>'s character has been trying to get approval to return to combat despite multiple major head injuries, but he needs his commander's signature, who won't answer his calls. When he attends a memorial with the ranger battalion, his commander makes him a deal that if he can successfully get the dog to the funeral, then he will sign the papers to get him back into combat. Along the way, <PERSON> works though his trauma while trying to figure out how to help the dog manage hers. I absolutely recommend this movie to viewers with all different interests and movie preferences. This movie has a great blend of a touching, heart-warming war hero story combined with humor and an interesting plot line! It will make you laugh as <PERSON>'s character and the dog encounter interesting people on their journey. It'll teach you about military life and customs as an Army Ranger, and it will make you cry as characters come together for a moving resolution. This film really has it all, you won't regret watching it!\n\nDocument 3: \nBlundstone Premium Leather Chelsea Boots\n\nDo you find yourself digging through pairs of shoes during the winter, when you can't decide between your warm weather boots and your cute going out shoes? Why choose between fashion and comfort when you can have both! The Blundstone Premium Leather Chelsea Boots are stylish footwear that protect you from all types of weather including both snow and rain! They are specially designed to optimize durability and comfort while also maximizing versatility through their wide range of uses. These boots can be worn casually with jeans, dressed up with a stylish outfit, or even taken out to the trails for a hike! Their iconic design includes a high and low top style, with many options of colors and leather types to choose from, so you'll have no trouble finding the right pair for you. These boots can be purchased through many online and in-store specialty and mass retailers, and directly through the Blundstone brand site.", "a1_authorID": "cc225a77-a1ea-53a9-8df1-2cc12225e957", "a2_fullText": "Document 1: \nMy call centre job is awful\n\nEverything that could go wrong has\u2026. Unsupportive and rude supervisors. Overly critical moody and unkind coworkers. We have hot desks and so we can sit wherever we want and yet apparently I sat in someone else\u2019s seat today and she wasn\u2019t happy about it. It\u2019s such a small call centre I can\u2019t get away from these rude and unsupportive people.\n\nI\u2019m the newest one and yet supervisors never ask how I am or if I am enjoying the work or coping ok. They only write nasty negative emails to me without explaining what they mean or actually training me. I had arranged to meet with the boss yesterday but he didn\u2019t have time and then today when I asked him about the meeting he was extremely rude and made me feel awful for asking (this is my first time asking for a meeting with anyone). I wanted to explain how I feel isolated how no one is helping me, how my training was inadequate, how my co workers are unfriendly and rude (one in particular keeps harassing me and criticising me). Yet he responded in exactly the same way so I understand it\u2019s the environment here. They are nasty and just do not care.\n\nDisappointed as I tried so hard my first month here. My confidence has been shaken and it\u2019s truly awful. I can do the monotonous work well I think but the people are unhelpful unkind and so unsupportive. I trained people at my last job and I\u2019m shocked at the attitude of \u201csupervisors\u201d here.", "a2_authorID": "f23ecc91-e465-b962-403c-4f7b5f83a125", "authors_texts_as_html": "\n<!DOCTYPE html>\n<html lang=\"en\">\n<head>\n    <meta charset=\"UTF-8\">\n    <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\">\n    <title>Label Studio HTML</title>\n    <style>\n        .container {\n            overflow: auto;\n            border: solid 1px black;\n            padding: 10px;\n            margin: 0px 20px 5px 0px;\n        }\n        .flex-container {\n            display: flex;\n        }\n        .flex-item {\n            flex: 33%;\n            padding: 10px;\n            margin: 0px 20px 5px 0px;\n            border: solid 1px black;\n        }\n        h3 {\n            text-decoration: underline;\n        }\n    </style>\n</head>\n<body>\n    <div class=\"container\">\n        <h3>Mystery Author</h3>\n        <p id=\"query-text\">Document 1: \nOver bearing manager\n\nQuick rant... I work as a barista at a very well known and popular coffee chain. We have shifts split up into half-days, with a morning shift that runs from opening until noon, and an evening shift that starts at noon and goes until closing. I've been working at this particular store for a few months now, only working morning shifts. So far... I've loved it! I genuinely enjoy waking up early and setting up shop, and interacting with all of the morning commuters that come by for their daily coffee. I recently got switched to the night shift, and it's a totally different experience but equally enjoyable... the afternoon coffee crowd is equally interesting but so different than the morning crowd. There's just one major problem with the evening shift... the manager on duty. She's in her mid twenties, and is on some kind of power trip. She is strict (yes, as a manager should be), but she takes it way overboard. Like... she literally tracks the amount of minutes we spend in the bathroom to deduct from working time. She inspects everything we do to a point where it actually makes it hard to work.\n\nThe problem is, I don't know how to bring up the issue about her because I feel like if I speak up it'll sound like I'm not adhering to the rules or standards because I'm complaining about someone who is enforcing them! Does anyone have any advice? How do I handle this to make the environment better?\n\nDocument 2: \nWork-aholics\n\nI work at a mid-size tech company. We each have little cubicles and spend most of the day working on our computers. The other guys in my office are VERY dedicated to their work... like they literally never stop working. They sit at their desks, glued to their computers for the entire day. I hardly ever even see them take bathroom breaks! We have a tiny little microwave in the back corner, and a single coffee pot, and every once in awhile someone gets up to heat up food or make coffee, then promptly returns to their desk to eat while STILL WORKING. I've tried getting to know them, but they aren't very interested in talking for more than a couple minutes and then its back to work... like sure our work is demanding... but we don't have THAT much to do where we can't take a few minutes to say good morning... How do I get these people to loosen up a little???</p>\n    </div>\n    \n    <div class=\"flex-container\">\n        <div class=\"flex-item\">\n            <h3>Author 1</h3>\n            <p id=\"a1-text\">Document 1: \nmy cat is in distress and i don\u2019t understand why\n\nmy cat has recently taken a liking to my roommate, when i try to pick him up & take him to my room he runs away, meows really loud, and makes me chase him around the coffee table.\n\nanyway what\u2019s really concerning me is that at least 3 times a day, i\u2019ll come out to grab him so he stops meowing at my roommates door. he makes me follow him into the kitchen, and he sits and meows at our little pantry area\n\nhe is meowing like he wants food or something specific in that area, but his food and water are located in my room. i have no idea what it is, i don\u2019t know what to do and it\u2019s making me so sad that i can\u2019t understand him. what does he want??? this has been going on for weeks</p>\n        </div>\n        <div class=\"flex-item\">\n            <h3>Author 2</h3>\n            <p id=\"a2-text\">Document 1: \nTraveling with my Dog\n\nCalling all travelers with pets! I am planning a mountain vacation with my family and we'd like to figure out a way to bring our dog with us, but I am unsure how... Our destination has lots of outdoor spaces and our lodging is pet friendly, but we have to travel by air to get there. I have never flown with a dog before and I am wondering if anyone has advice for both planning the logistics as well as the travel day itself? How do I purchase a pet specific ticket? Do airports have areas for dogs to relieve themselves? I am also a little nervous about having our pup sit through the plane ride (its about 4 hours long), and am wondering how to ensure he is the most comfortable he can be throughout the entire journey.\n\nI appreciate any tips you might have... thanks!\n\nDocument 2: \nThe movie, Dog, starring <PERSON> tells the story of a retired military dog struggling with war trauma and an injured Army Ranger trying to get back into combat as they travel together to the dog's owner's funeral. In the beginning of the movie, <PERSON> character learns that one of his fellow rangers has died in combat. <PERSON>'s character has been trying to get approval to return to combat despite multiple major head injuries, but he needs his commander's signature, who won't answer his calls. When he attends a memorial with the ranger battalion, his commander makes him a deal that if he can successfully get the dog to the funeral, then he will sign the papers to get him back into combat. Along the way, <PERSON> works though his trauma while trying to figure out how to help the dog manage hers. I absolutely recommend this movie to viewers with all different interests and movie preferences. This movie has a great blend of a touching, heart-warming war hero story combined with humor and an interesting plot line! It will make you laugh as <PERSON>'s character and the dog encounter interesting people on their journey. It'll teach you about military life and customs as an Army Ranger, and it will make you cry as characters come together for a moving resolution. This film really has it all, you won't regret watching it!\n\nDocument 3: \nBlundstone Premium Leather Chelsea Boots\n\nDo you find yourself digging through pairs of shoes during the winter, when you can't decide between your warm weather boots and your cute going out shoes? Why choose between fashion and comfort when you can have both! The Blundstone Premium Leather Chelsea Boots are stylish footwear that protect you from all types of weather including both snow and rain! They are specially designed to optimize durability and comfort while also maximizing versatility through their wide range of uses. These boots can be worn casually with jeans, dressed up with a stylish outfit, or even taken out to the trails for a hike! Their iconic design includes a high and low top style, with many options of colors and leather types to choose from, so you'll have no trouble finding the right pair for you. These boots can be purchased through many online and in-store specialty and mass retailers, and directly through the Blundstone brand site.</p>\n        </div>\n        <div class=\"flex-item\">\n            <h3>Author 3</h3>\n            <p id=\"a3-text\">Document 1: \nMy call centre job is awful\n\nEverything that could go wrong has\u2026. Unsupportive and rude supervisors. Overly critical moody and unkind coworkers. We have hot desks and so we can sit wherever we want and yet apparently I sat in someone else\u2019s seat today and she wasn\u2019t happy about it. It\u2019s such a small call centre I can\u2019t get away from these rude and unsupportive people.\n\nI\u2019m the newest one and yet supervisors never ask how I am or if I am enjoying the work or coping ok. They only write nasty negative emails to me without explaining what they mean or actually training me. I had arranged to meet with the boss yesterday but he didn\u2019t have time and then today when I asked him about the meeting he was extremely rude and made me feel awful for asking (this is my first time asking for a meeting with anyone). I wanted to explain how I feel isolated how no one is helping me, how my training was inadequate, how my co workers are unfriendly and rude (one in particular keeps harassing me and criticising me). Yet he responded in exactly the same way so I understand it\u2019s the environment here. They are nasty and just do not care.\n\nDisappointed as I tried so hard my first month here. My confidence has been shaken and it\u2019s truly awful. I can do the monotonous work well I think but the people are unhelpful unkind and so unsupportive. I trained people at my last job and I\u2019m shocked at the attitude of \u201csupervisors\u201d here.</p>\n        </div>\n    </div>\n</body>\n</html>\n\n", "explanation": "\n<p><strong>The following is a selection of writing style descriptions that our system identified in the text. For each style, we show how much it applies to each of the authors (higher score == more applicability and lower score == less applicability). The lowest score is 0, and the highest is +1. According to this analysis, our AI model made the recommendation below</strong></p>\n<p><strong>Style 1:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is skilled in using formal language and maintains a formal tone throughout their work. They also incorporate various part-of-speech and morphology features to enhance the writing style.</em></span></p>\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.47</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.64</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.52</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.38</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n\n<p><strong>Style 2:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is known for favoring formal language and using polite and professional communication style. They frequently include extra details and create a connection with the reader through direct engagement in their work. Additionally, the author uses clear language and pronouns followed by adpositions in their writing.</em></span></p>\n\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.47</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.47</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.51</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.33</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n<p><strong>Style 3:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is reflective, focusing on past occurrences and maintaining a contemplative tone. They often incorporate additional details to offer further context, utilizing a variety of part-of-speech bigrams to enhance the narrative flow.</em></span></p>\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.43</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.65</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.5</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.57</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n\n", "gt_idx": 1, "source": "llm_tfidf_rep"}, {"Q_fullText": "Document 1: \nSperax Walking Pad for Under the Desk Treadmill 48\"D x 19.6\"W x 4.6\"H\n\nThe Sperax Treadmill is the perfect at home treadmill that can accommodate your working needs as well as your fitness goals. This light weight and portable walking pad allows for your to maximize the space you have. The sleek look of this treadmill allows it to also look nice in your space as well. The sleek design is also very slim which makes it easy for you to store it within any small space you have. The treadmill also comes with a remote controller to easily adjust the settings and speed to whatever works best for you. This treadmill also features wheels that make it that much easier to move around. You should not have to sacrifice your fitness goals for your 9-5. You can do both! Take a break from your chair and give your body the movement it deserves, truly a win win.\n\nDocument 2: \nZink Kodak Step Wireless Color Photo Printer 4.65\"D x 3\"W x 0.9\"H\n\nThis Portable Printer prints out 2x3 inch images easily from your capable bluetooth device. You can easily and efficiently print images from your phone with the easy to use Kodak app and Zink Wireless Color Printer. This device is so small and portable, you can easily store this printer in any drawer, shelf, basket, bag, etc. The pictures are perfect size for putting in your car, on your computer, on your desk, on a collage, etc. The simple design is extremely appealing to look at and only has one button that allows you to turn it on and off. You do have to buy refillable paper but the packs you buy from Kodak are by the 50 count.", "Q_authorID": "3353a8da-edac-5584-bcac-c8607954d040", "latent_rank": [0, 1, 2], "system_rank": [{"id": 1, "title": "Author 1", "body": ""}, {"id": 2, "title": "Author 2", "body": ""}, {"id": 3, "title": "Author 3", "body": ""}], "rank_1": "1. Author 1", "rank_2": "2. Author 2", "rank_3": "3. 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A love blossomed between the two and soon enough they were a real estate dynamic duo; The couple start their own Real estate agency, earning the award of real estate agency of <DATE_TIME> in <DATE_TIME>. Soon after their monumental success <PERSON> and <PERSON> decided to retire in <LOCATION> a quant spot in <LOCATION>; to enjoy the rest of their time together at their beloved <LOCATION> coast.\n\n<PERSON> admired how driven and passionate her late husband was not only at his job but towards their relationship. They never had kids because they loved their life the way it was, and enjoyed the freedom of putting as much blood, sweat, and tears into their business. <PERSON> knew <PERSON> was her soulmate from <DATE_TIME>, she fell in love with his ability to keep a conversation and make the person feel so special. As much as <PERSON> loved his business, he loved his wife more and that always shined through his actions.\n\nReal estate agents from the agency express their deepest condolences to <PERSON>, as they will miss <PERSON> dearly as well. Employees say <PERSON> always had a smile on his face and always knew how to talk to people no matter the situation. <PERSON> inspired every employee and they truly feel as though it was an honor to shadow under him.\n\nIn honor of <PERSON>, a funeral mass at Saint John's Baptist Church, 345 Seashell Circle <LOCATION>, <LOCATION> 34876 on <DATE_TIME> at 4PM. Internment will follow at the Beachside Memorial Park, 3975 Sandy Dunes Street, <LOCATION>, <LOCATION> 34870.\n\nDocument 2: \nThe infamous sponge from the creator <PERSON> most known from its appearances on Nickelodeon is now featured on Hulu! Follow the animated adventures of <PERSON>, his snail <PERSON>, sidekick <PERSON>, neighbor <PERSON>, boss Mr. <PERSON>, <PERSON>, and many more beloved characters from the Bikini Bottom. Each episode captivates viewers attention by <PERSON>'s optimistic and lovable personality. <PERSON> teaches life lessons to children through his drive and enthusiasm to show up everyday and being a Fry Cook at the Krusty Krab. His positive intentions on customers, his work, boss, and job shows the importance of being kind and hard working. However, <PERSON> and <PERSON>'s childlike sense of humor, outlook on life, and exciting adventures captures adults attention as well. <PERSON> is inspiring to everyone by always lending a helping hand, having the best intentions towards others, and most importantly his entertaining life living in a pineapple under the sea.\n\nDocument 3: \nShould I let my daughter get a snake?\n\nMy daughter is 16 years old sophomore in high school with a part time job. She has been begging me for permission to get her own pet snake, but I am hesitant.....\n\nI have always had a fear of snakes and letting my underage child have a pet snake under my roof does not sit well with me in the slightest.\n\nI trust her and I know she is very responsible, but with her busy teenage life I am concerned she will not take her pet ownership as serious as she should.\n\nShe offered to pay for the tank, food, vet bills, etc. Which is not the problem in the first place, but it is appreciated and mature of her. I just worry that she will get bored with the snake and be financially obliged to it.\n\nI am seeking advice from other parents going through similar situations or have in the past to give insight on how to handle this.\n\nI don't want my daughter to hate me but, I also don't want her to regret long term responsibility.\n\nAny advice or comments would be appreciated, thank you!", "a0_authorID": "3353a8da-edac-5584-bcac-c8607954d040", "a1_fullText": "Document 1: \nmy cat is in distress and i don\u2019t understand why\n\nmy cat has recently taken a liking to my roommate, when i try to pick him up & take him to my room he runs away, meows really loud, and makes me chase him around the coffee table.\n\nanyway what\u2019s really concerning me is that at least 3 times a day, i\u2019ll come out to grab him so he stops meowing at my roommates door. he makes me follow him into the kitchen, and he sits and meows at our little pantry area\n\nhe is meowing like he wants food or something specific in that area, but his food and water are located in my room. i have no idea what it is, i don\u2019t know what to do and it\u2019s making me so sad that i can\u2019t understand him. what does he want??? this has been going on for weeks", "a1_authorID": "a5a1cfde-6e00-5a93-86ae-167f78aefd02", "a2_fullText": "Document 1: \nMy call centre job is awful\n\nEverything that could go wrong has\u2026. Unsupportive and rude supervisors. Overly critical moody and unkind coworkers. We have hot desks and so we can sit wherever we want and yet apparently I sat in someone else\u2019s seat today and she wasn\u2019t happy about it. It\u2019s such a small call centre I can\u2019t get away from these rude and unsupportive people.\n\nI\u2019m the newest one and yet supervisors never ask how I am or if I am enjoying the work or coping ok. They only write nasty negative emails to me without explaining what they mean or actually training me. I had arranged to meet with the boss yesterday but he didn\u2019t have time and then today when I asked him about the meeting he was extremely rude and made me feel awful for asking (this is my first time asking for a meeting with anyone). I wanted to explain how I feel isolated how no one is helping me, how my training was inadequate, how my co workers are unfriendly and rude (one in particular keeps harassing me and criticising me). Yet he responded in exactly the same way so I understand it\u2019s the environment here. They are nasty and just do not care.\n\nDisappointed as I tried so hard my first month here. My confidence has been shaken and it\u2019s truly awful. I can do the monotonous work well I think but the people are unhelpful unkind and so unsupportive. I trained people at my last job and I\u2019m shocked at the attitude of \u201csupervisors\u201d here.", "a2_authorID": "f23ecc91-e465-b962-403c-4f7b5f83a125", "authors_texts_as_html": "\n<!DOCTYPE html>\n<html lang=\"en\">\n<head>\n    <meta charset=\"UTF-8\">\n    <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\">\n    <title>Label Studio HTML</title>\n    <style>\n        .container {\n            overflow: auto;\n            border: solid 1px black;\n            padding: 10px;\n            margin: 0px 20px 5px 0px;\n        }\n        .flex-container {\n            display: flex;\n        }\n        .flex-item {\n            flex: 33%;\n            padding: 10px;\n            margin: 0px 20px 5px 0px;\n            border: solid 1px black;\n        }\n        h3 {\n            text-decoration: underline;\n        }\n    </style>\n</head>\n<body>\n    <div class=\"container\">\n        <h3>Mystery Author</h3>\n        <p id=\"query-text\">Document 1: \nSperax Walking Pad for Under the Desk Treadmill 48\"D x 19.6\"W x 4.6\"H\n\nThe Sperax Treadmill is the perfect at home treadmill that can accommodate your working needs as well as your fitness goals. This light weight and portable walking pad allows for your to maximize the space you have. The sleek look of this treadmill allows it to also look nice in your space as well. The sleek design is also very slim which makes it easy for you to store it within any small space you have. The treadmill also comes with a remote controller to easily adjust the settings and speed to whatever works best for you. This treadmill also features wheels that make it that much easier to move around. You should not have to sacrifice your fitness goals for your 9-5. You can do both! Take a break from your chair and give your body the movement it deserves, truly a win win.\n\nDocument 2: \nZink Kodak Step Wireless Color Photo Printer 4.65\"D x 3\"W x 0.9\"H\n\nThis Portable Printer prints out 2x3 inch images easily from your capable bluetooth device. You can easily and efficiently print images from your phone with the easy to use Kodak app and Zink Wireless Color Printer. This device is so small and portable, you can easily store this printer in any drawer, shelf, basket, bag, etc. The pictures are perfect size for putting in your car, on your computer, on your desk, on a collage, etc. The simple design is extremely appealing to look at and only has one button that allows you to turn it on and off. You do have to buy refillable paper but the packs you buy from Kodak are by the 50 count.</p>\n    </div>\n    \n    <div class=\"flex-container\">\n        <div class=\"flex-item\">\n            <h3>Author 1</h3>\n            <p id=\"a1-text\">Document 1: \n<PERSON>, <DATE_TIME>, of <LOCATION>, <LOCATION> passed away <DATE_TIME>.\n\n<PERSON> was born in <LOCATION>, preceded by his Mother, <PERSON> and his Father, <PERSON>.\n\nHe is survived by his Wife, <PERSON> and his extended family.\n\n<PERSON> was born and raised in <LOCATION> with his parents, attending The University of North Florida. <PERSON> got his Masters degree in Business Management and started his own real estate business soon after. <PERSON> soon took the <LOCATION> area by storm, selling houses faster than he could list them. <PERSON> met his wife <PERSON> during a showing, he was the original realtor for the house and <PERSON> had to contact him in order to show her clients the house. A love blossomed between the two and soon enough they were a real estate dynamic duo; The couple start their own Real estate agency, earning the award of real estate agency of <DATE_TIME> in <DATE_TIME>. Soon after their monumental success <PERSON> and <PERSON> decided to retire in <LOCATION> a quant spot in <LOCATION>; to enjoy the rest of their time together at their beloved <LOCATION> coast.\n\n<PERSON> admired how driven and passionate her late husband was not only at his job but towards their relationship. They never had kids because they loved their life the way it was, and enjoyed the freedom of putting as much blood, sweat, and tears into their business. <PERSON> knew <PERSON> was her soulmate from <DATE_TIME>, she fell in love with his ability to keep a conversation and make the person feel so special. As much as <PERSON> loved his business, he loved his wife more and that always shined through his actions.\n\nReal estate agents from the agency express their deepest condolences to <PERSON>, as they will miss <PERSON> dearly as well. Employees say <PERSON> always had a smile on his face and always knew how to talk to people no matter the situation. <PERSON> inspired every employee and they truly feel as though it was an honor to shadow under him.\n\nIn honor of <PERSON>, a funeral mass at Saint John's Baptist Church, 345 Seashell Circle <LOCATION>, <LOCATION> 34876 on <DATE_TIME> at 4PM. Internment will follow at the Beachside Memorial Park, 3975 Sandy Dunes Street, <LOCATION>, <LOCATION> 34870.\n\nDocument 2: \nThe infamous sponge from the creator <PERSON> most known from its appearances on Nickelodeon is now featured on Hulu! Follow the animated adventures of <PERSON>, his snail <PERSON>, sidekick <PERSON>, neighbor <PERSON>, boss Mr. <PERSON>, <PERSON>, and many more beloved characters from the Bikini Bottom. Each episode captivates viewers attention by <PERSON>'s optimistic and lovable personality. <PERSON> teaches life lessons to children through his drive and enthusiasm to show up everyday and being a Fry Cook at the Krusty Krab. His positive intentions on customers, his work, boss, and job shows the importance of being kind and hard working. However, <PERSON> and <PERSON>'s childlike sense of humor, outlook on life, and exciting adventures captures adults attention as well. <PERSON> is inspiring to everyone by always lending a helping hand, having the best intentions towards others, and most importantly his entertaining life living in a pineapple under the sea.\n\nDocument 3: \nShould I let my daughter get a snake?\n\nMy daughter is 16 years old sophomore in high school with a part time job. She has been begging me for permission to get her own pet snake, but I am hesitant.....\n\nI have always had a fear of snakes and letting my underage child have a pet snake under my roof does not sit well with me in the slightest.\n\nI trust her and I know she is very responsible, but with her busy teenage life I am concerned she will not take her pet ownership as serious as she should.\n\nShe offered to pay for the tank, food, vet bills, etc. Which is not the problem in the first place, but it is appreciated and mature of her. I just worry that she will get bored with the snake and be financially obliged to it.\n\nI am seeking advice from other parents going through similar situations or have in the past to give insight on how to handle this.\n\nI don't want my daughter to hate me but, I also don't want her to regret long term responsibility.\n\nAny advice or comments would be appreciated, thank you!</p>\n        </div>\n        <div class=\"flex-item\">\n            <h3>Author 2</h3>\n            <p id=\"a2-text\">Document 1: \nmy cat is in distress and i don\u2019t understand why\n\nmy cat has recently taken a liking to my roommate, when i try to pick him up & take him to my room he runs away, meows really loud, and makes me chase him around the coffee table.\n\nanyway what\u2019s really concerning me is that at least 3 times a day, i\u2019ll come out to grab him so he stops meowing at my roommates door. he makes me follow him into the kitchen, and he sits and meows at our little pantry area\n\nhe is meowing like he wants food or something specific in that area, but his food and water are located in my room. i have no idea what it is, i don\u2019t know what to do and it\u2019s making me so sad that i can\u2019t understand him. what does he want??? this has been going on for weeks</p>\n        </div>\n        <div class=\"flex-item\">\n            <h3>Author 3</h3>\n            <p id=\"a3-text\">Document 1: \nMy call centre job is awful\n\nEverything that could go wrong has\u2026. Unsupportive and rude supervisors. Overly critical moody and unkind coworkers. We have hot desks and so we can sit wherever we want and yet apparently I sat in someone else\u2019s seat today and she wasn\u2019t happy about it. It\u2019s such a small call centre I can\u2019t get away from these rude and unsupportive people.\n\nI\u2019m the newest one and yet supervisors never ask how I am or if I am enjoying the work or coping ok. They only write nasty negative emails to me without explaining what they mean or actually training me. I had arranged to meet with the boss yesterday but he didn\u2019t have time and then today when I asked him about the meeting he was extremely rude and made me feel awful for asking (this is my first time asking for a meeting with anyone). I wanted to explain how I feel isolated how no one is helping me, how my training was inadequate, how my co workers are unfriendly and rude (one in particular keeps harassing me and criticising me). Yet he responded in exactly the same way so I understand it\u2019s the environment here. They are nasty and just do not care.\n\nDisappointed as I tried so hard my first month here. My confidence has been shaken and it\u2019s truly awful. I can do the monotonous work well I think but the people are unhelpful unkind and so unsupportive. I trained people at my last job and I\u2019m shocked at the attitude of \u201csupervisors\u201d here.</p>\n        </div>\n    </div>\n</body>\n</html>\n\n", "explanation": "\n<p><strong>The following is a selection of writing style descriptions that our system identified in the text. For each style, we show how much it applies to each of the authors (higher score == more applicability and lower score == less applicability). The lowest score is 0, and the highest is +1. According to this analysis, our AI model made the recommendation below</strong></p>\n<p><strong>Style 1:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is reflective, focusing on past occurrences and maintaining a contemplative tone. They often incorporate additional details to offer further context, utilizing a variety of part-of-speech bigrams to enhance the narrative flow.</em></span></p>\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.53</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.61</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.65</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.57</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n\n<p><strong>Style 2:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is skilled in using formal language and maintains a formal tone throughout their work. They also incorporate various part-of-speech and morphology features to enhance the writing style.</em></span></p>\n\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.51</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.58</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.64</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.38</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n<p><strong>Style 3:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is skilled in using various techniques to establish a conversational tone and organizes content with clear sections for easy navigation. Additionally, the author incorporates numerals and symbols effectively in the writing style.</em></span></p>\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.53</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.52</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.47</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.58</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n\n", "gt_idx": 0, "source": "llm_tfidf_rep"}, {"Q_fullText": "Document 1: \nDark Circles-B-Gone Under-Eye Cream, .2 oz., Glass Jar, Product No. 123-456\n\nDo you suffer with dark circles under your eyes, even if you sleep like an angel? You don\u2019t deserve them, you know you don\u2019t look your best, but still you suffer! Have you tried everything like I have? Well you will find your solution with Dark Circles-B-Gone! A rich, moist cream, DCBG is able to cover your circles in just a minimal amount of product, leaving your eyes lighter and more youthful looking, alone as-is or ready to add foundation if you choose. Dot the eye cream on your tender under-eye area and blend to make the appearance smooth and supple. Finally, look in the mirror again for the full effect- eyes that are smooth, bright and full of light! That part of your routine is done! - with Dark Circles-Be-Gone!\n\nDocument 2: \nRelax-EEZ Roll-on Topical Pain Reliever with Arnica, 2.5 oz. Product No. 5570001\n\nAre your muscles aching and sore after seasonal chores like mowing the grass or raking leaves? Relax-EEZ is a guaranteed way to get relief in a safe and easy way. Choose this new pharmacy-recommended product to roll pain away. Arnica is an age-old natural product from a tiny white flower in the mountains of Switzerland. It is proven to RELAX and REDUCE pain and stiffness as soon as you roll it on. Affordable Relax-EEZ, aren\u2019t you worth it? Look for our product at your favorite drug store or grocery. Keep some on hand so that you are ready for the next chore day. Then roll-away aches and pains as soon as they come! No pain is too strong for Relax-EEZ with Arnica! Guaranteed safe by the Food and Drug Administration.", "Q_authorID": "8568f101-9281-5aad-9a09-ddb08535e583", "latent_rank": [2, 0, 1], "system_rank": [{"id": 3, "title": "Author 3", "body": ""}, {"id": 1, "title": "Author 1", "body": ""}, {"id": 2, "title": "Author 2", "body": ""}], "rank_1": "1. Author 3", "rank_2": "2. Author 1", "rank_3": "3. 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0.2939494046951729, 0.3310003371635699, 0.35593182337828866]], "rep_clusters": [5, 10, 1], "a0_fullText": "Document 1: \n<PERSON>\n\nThis probably a double post sorry for this I just don\u2019t know how to do it other than just to redo it so here it goes lol\n\nSo I have a pet that is a family pet or so my mom calls him that but in reality he is min so would it be wrong of me to take him with me when I move see the issue is that she won\u2019t let me take him because she is in fear the my gf dogs would beat up on him so and I wouldn\u2019t put him in any kind of situation like that see I know her dogs and I been around them for going on 4 years so like they are good dogs females. See when I wake up in the morning for work I take him for his morning walk when I get home I take him for his nightly walk he sleeps with me every night when I come home from work he is stuck to my side he is my little buddy like I wouldn\u2019t put him in any kind of situation but I\u2019m not blind to the fact that stuff happens like I can\u2019t predict what the future hold so I get that but if I thought he would be bullied or beaten up on I wouldn\u2019t bother taken him so let me know your thoughts oh and he is registered to me under my name any more questions please feel free to ask", "a0_authorID": "126c7807-356a-d718-249a-dc6f5ba58516", "a1_fullText": "Document 1: \n<PERSON>\n\nthe best slo-mo-packed Part 1 action flick to come out this weekend.\n\nan insane amount of lore to unpack\u2014 very rarely do you see a 3 hour movie and worry that if you run to the bathroom for two minutes, you\u2019ll miss something that\u2019s actually important, but that\u2019s absolutely the case here. some may find that overwhelming\u2014 not me. I love lore. let it all wash over you, accept that you may miss some things and figure it out later, and enjoy the ride.\n\nevery shot of Prabhas is mythological. pure movie star shit. the movie also delays his on-screen credit until the first moment we see his face, and my theater cheered. we cheered at a couple of stellar shots, to be honest. it\u2019s a cheering type of movie. big images, big violence, an epic score\u2014 and the slo mo is all intentional, underscoring the god-like invincibility of both the main character and the leading man playing him.\n\nso yeah, at a time when the movies in theaters are awards fare, I enjoyed the shit out of this. enjoyed it more than much of the awards fare out, to be honest. can\u2019t wait for Part 2.", "a1_authorID": "6a5e5b76-e6bd-9d80-0aaf-d213e4da4177", "a2_fullText": "Document 1: \nWould you love to see <PERSON> and <PERSON> in a historical drama? I think you should watch \u201c Far and Away\u201d and here is why. It combines adventure with romance and has what you\u2019re looking for - a fast-moving plot! It\u2019s worth streaming right away! You will learn so much history. <PERSON> and <PERSON> are immigrants from Ireland to the U.S., having been grossly mistreated in the home country. <PERSON> has always desired to own land but the Irish were prevented from doing so. They endure poverty and separations only to find each other again in the great Land Run in Oklahoma. And you will want to see if they do just that! I told you that you should watch!\n\nDocument 2: \nMusic Files at Insurance Company\n\nBackup files had to be run every night at a major insurance agency. After one random night, the backup was still running. People were starting to come to work and they would be unable to access their work until the backup finished. The IT manager started to look into why the backup was still running. He found a large (huge) cache of music files on one person\u2019s computer. Apparently he had been downloading music files to his computer to share with large numbers of strangers. The manager had to explain to the employee\u2019s boss that the files would be removed immediately with no time to make another personal copy. Luckily there were no further repercussions for the employee.\n\nHave you ever been tempted to use a convenient company resource for your own good?\n\nDocument 3: \nProblems with a Great Dane puppy- What can be done about chewing?\n\nDid you know that puppies chew things up and they chew a great number of things up? They are a great nuisance. And Great Danes are HUGE puppies, so they are a greater problem than almost any other pups! My Great Dane puppy has chewed the following:\n\na magazine; two books (in their entirety); my passport ( I have already sent it to be reissued); both of his food bowls (I now keep his replacement bowl locked away); three socks; and one work assignment.\n\nAnd this, though I now try to keep chewable items away from him as much as possible! I know that puppies love to chew and they need to chew but I am very nervous about this dog\u2019s future!\n\nAny suggestions are greatly appreciated!", "a2_authorID": "8568f101-9281-5aad-9a09-ddb08535e583", "authors_texts_as_html": "\n<!DOCTYPE html>\n<html lang=\"en\">\n<head>\n    <meta charset=\"UTF-8\">\n    <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\">\n    <title>Label Studio HTML</title>\n    <style>\n        .container {\n            overflow: auto;\n            border: solid 1px black;\n            padding: 10px;\n            margin: 0px 20px 5px 0px;\n        }\n        .flex-container {\n            display: flex;\n        }\n        .flex-item {\n            flex: 33%;\n            padding: 10px;\n            margin: 0px 20px 5px 0px;\n            border: solid 1px black;\n        }\n        h3 {\n            text-decoration: underline;\n        }\n    </style>\n</head>\n<body>\n    <div class=\"container\">\n        <h3>Mystery Author</h3>\n        <p id=\"query-text\">Document 1: \nDark Circles-B-Gone Under-Eye Cream, .2 oz., Glass Jar, Product No. 123-456\n\nDo you suffer with dark circles under your eyes, even if you sleep like an angel? You don\u2019t deserve them, you know you don\u2019t look your best, but still you suffer! Have you tried everything like I have? Well you will find your solution with Dark Circles-B-Gone! A rich, moist cream, DCBG is able to cover your circles in just a minimal amount of product, leaving your eyes lighter and more youthful looking, alone as-is or ready to add foundation if you choose. Dot the eye cream on your tender under-eye area and blend to make the appearance smooth and supple. Finally, look in the mirror again for the full effect- eyes that are smooth, bright and full of light! That part of your routine is done! - with Dark Circles-Be-Gone!\n\nDocument 2: \nRelax-EEZ Roll-on Topical Pain Reliever with Arnica, 2.5 oz. Product No. 5570001\n\nAre your muscles aching and sore after seasonal chores like mowing the grass or raking leaves? Relax-EEZ is a guaranteed way to get relief in a safe and easy way. Choose this new pharmacy-recommended product to roll pain away. Arnica is an age-old natural product from a tiny white flower in the mountains of Switzerland. It is proven to RELAX and REDUCE pain and stiffness as soon as you roll it on. Affordable Relax-EEZ, aren\u2019t you worth it? Look for our product at your favorite drug store or grocery. Keep some on hand so that you are ready for the next chore day. Then roll-away aches and pains as soon as they come! No pain is too strong for Relax-EEZ with Arnica! Guaranteed safe by the Food and Drug Administration.</p>\n    </div>\n    \n    <div class=\"flex-container\">\n        <div class=\"flex-item\">\n            <h3>Author 1</h3>\n            <p id=\"a1-text\">Document 1: \n<PERSON>\n\nThis probably a double post sorry for this I just don\u2019t know how to do it other than just to redo it so here it goes lol\n\nSo I have a pet that is a family pet or so my mom calls him that but in reality he is min so would it be wrong of me to take him with me when I move see the issue is that she won\u2019t let me take him because she is in fear the my gf dogs would beat up on him so and I wouldn\u2019t put him in any kind of situation like that see I know her dogs and I been around them for going on 4 years so like they are good dogs females. See when I wake up in the morning for work I take him for his morning walk when I get home I take him for his nightly walk he sleeps with me every night when I come home from work he is stuck to my side he is my little buddy like I wouldn\u2019t put him in any kind of situation but I\u2019m not blind to the fact that stuff happens like I can\u2019t predict what the future hold so I get that but if I thought he would be bullied or beaten up on I wouldn\u2019t bother taken him so let me know your thoughts oh and he is registered to me under my name any more questions please feel free to ask</p>\n        </div>\n        <div class=\"flex-item\">\n            <h3>Author 2</h3>\n            <p id=\"a2-text\">Document 1: \n<PERSON>\n\nthe best slo-mo-packed Part 1 action flick to come out this weekend.\n\nan insane amount of lore to unpack\u2014 very rarely do you see a 3 hour movie and worry that if you run to the bathroom for two minutes, you\u2019ll miss something that\u2019s actually important, but that\u2019s absolutely the case here. some may find that overwhelming\u2014 not me. I love lore. let it all wash over you, accept that you may miss some things and figure it out later, and enjoy the ride.\n\nevery shot of Prabhas is mythological. pure movie star shit. the movie also delays his on-screen credit until the first moment we see his face, and my theater cheered. we cheered at a couple of stellar shots, to be honest. it\u2019s a cheering type of movie. big images, big violence, an epic score\u2014 and the slo mo is all intentional, underscoring the god-like invincibility of both the main character and the leading man playing him.\n\nso yeah, at a time when the movies in theaters are awards fare, I enjoyed the shit out of this. enjoyed it more than much of the awards fare out, to be honest. can\u2019t wait for Part 2.</p>\n        </div>\n        <div class=\"flex-item\">\n            <h3>Author 3</h3>\n            <p id=\"a3-text\">Document 1: \nWould you love to see <PERSON> and <PERSON> in a historical drama? I think you should watch \u201c Far and Away\u201d and here is why. It combines adventure with romance and has what you\u2019re looking for - a fast-moving plot! It\u2019s worth streaming right away! You will learn so much history. <PERSON> and <PERSON> are immigrants from Ireland to the U.S., having been grossly mistreated in the home country. <PERSON> has always desired to own land but the Irish were prevented from doing so. They endure poverty and separations only to find each other again in the great Land Run in Oklahoma. And you will want to see if they do just that! I told you that you should watch!\n\nDocument 2: \nMusic Files at Insurance Company\n\nBackup files had to be run every night at a major insurance agency. After one random night, the backup was still running. People were starting to come to work and they would be unable to access their work until the backup finished. The IT manager started to look into why the backup was still running. He found a large (huge) cache of music files on one person\u2019s computer. Apparently he had been downloading music files to his computer to share with large numbers of strangers. The manager had to explain to the employee\u2019s boss that the files would be removed immediately with no time to make another personal copy. Luckily there were no further repercussions for the employee.\n\nHave you ever been tempted to use a convenient company resource for your own good?\n\nDocument 3: \nProblems with a Great Dane puppy- What can be done about chewing?\n\nDid you know that puppies chew things up and they chew a great number of things up? They are a great nuisance. And Great Danes are HUGE puppies, so they are a greater problem than almost any other pups! My Great Dane puppy has chewed the following:\n\na magazine; two books (in their entirety); my passport ( I have already sent it to be reissued); both of his food bowls (I now keep his replacement bowl locked away); three socks; and one work assignment.\n\nAnd this, though I now try to keep chewable items away from him as much as possible! I know that puppies love to chew and they need to chew but I am very nervous about this dog\u2019s future!\n\nAny suggestions are greatly appreciated!</p>\n        </div>\n    </div>\n</body>\n</html>\n\n", "explanation": "\n<p><strong>The following is a selection of writing style descriptions that our system identified in the text. For each style, we show how much it applies to each of the authors (higher score == more applicability and lower score == less applicability). The lowest score is 0, and the highest is +1. According to this analysis, our AI model made the recommendation below</strong></p>\n<p><strong>Style 1:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is reflective, focusing on past occurrences and maintaining a contemplative tone. They often incorporate additional details to offer further context, utilizing a variety of part-of-speech bigrams to enhance the narrative flow.</em></span></p>\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.65</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.6</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.43</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.68</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n\n<p><strong>Style 2:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is adept at providing clear explanations of technical terminology and utilizes a formal writing style with advanced language and intricate sentence structures. Additionally, the author avoids complex sentence structures and incorporates participle verb forms effectively in the writing.</em></span></p>\n\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.62</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.53</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.34</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.55</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n<p><strong>Style 3:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is focused on objective reporting and maintains a formal and professional tone throughout their writing. They use various clause structures and incorporate proper nouns in their work, while also paying attention to singular number morphology and foreign words as prepositional modifiers.</em></span></p>\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.6</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.56</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.42</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.57</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n\n", "gt_idx": 2, "source": "llm_tfidf_rep"}, {"Q_fullText": "Document 1: \nBasic t-shirt from Noke\n\nHave you ever been strike by the varieties of t-shirts in your closet? Sometimes it borders with panic, isn\u2019t it? From now on, forget about this perplexity! The set of Noke basic t-shirts will solve this problem. Made of natural cotton in a strict Scandinavian design, they will be the best solution for you. Noke basic t-shirts are presented in all sizes both men and women from xs to xxxl and in 22 colors and shades. You may choose the ones that compatible with your own style and clothing preferences. Noke basis t-shirts are perfectly fit both casual and officials styles.\n\nDocument 2: \nWater bottle \u201cDesert Star\u201d\n\nThe water bottle \u201cDesert Star\u201d combines both stylish design and high usability features. It is made of stainless steel with no potentially harmful metals or other substances. The lid screws on tightly, so forget about spills! At the same time, the special removable polyester strap helps you to attach this bottle to your backpack or bike and be sure it will be safe. The bottle keeps your water cold and your coffee hot for no less than two and a half hours. You can purchase a small (0.5 liter) or big (0.75 liter) item, based on your personal needs.", "Q_authorID": "d1ec5215-af73-5466-9abc-116240e486e9", "latent_rank": [0, 1, 2], "system_rank": [{"id": 1, "title": "Author 1", "body": ""}, {"id": 2, "title": "Author 2", "body": ""}, {"id": 3, "title": "Author 3", "body": ""}], "rank_1": "1. Author 1", "rank_2": "2. Author 2", "rank_3": "3. 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0.5040496546138792, 0.2579081919432595, 0.7290415065939635, 0.37123442543197294, 0.2280158642987814, 0.31015234731121716, 0.8357881760248854, 0.3758331386346675, 0.1877406739514868, 0.48604450449939185, 0.16992017712293866, 0.3159800435927971, 0.18010621184812184, 0.4033531244882068, 0.46327933639892227, 0.38413392782879896, 0.27935978466063227, 0.8094641786541585, 0.8161259160144879, 0.7813704665612404, 0.26655920948993567, 0.4441053675955728, 0.2220491664486856, 0.2079726728249554, 0.2144486180826654, 0.19008927643660595, 0.3012163409587656]], "rep_clusters": [5, 10, 11], "a0_fullText": "Document 1: \n<PERSON>, <DATE_TIME>, of <LOCATION>, <LOCATION> passed away <DATE_TIME>.\n\n<PERSON> was born in <LOCATION>, preceded by his Mother, <PERSON> and his Father, <PERSON>.\n\nHe is survived by his Wife, <PERSON> and his extended family.\n\n<PERSON> was born and raised in <LOCATION> with his parents, attending The University of North Florida. <PERSON> got his Masters degree in Business Management and started his own real estate business soon after. <PERSON> soon took the <LOCATION> area by storm, selling houses faster than he could list them. <PERSON> met his wife <PERSON> during a showing, he was the original realtor for the house and <PERSON> had to contact him in order to show her clients the house. A love blossomed between the two and soon enough they were a real estate dynamic duo; The couple start their own Real estate agency, earning the award of real estate agency of <DATE_TIME> in <DATE_TIME>. Soon after their monumental success <PERSON> and <PERSON> decided to retire in <LOCATION> a quant spot in <LOCATION>; to enjoy the rest of their time together at their beloved <LOCATION> coast.\n\n<PERSON> admired how driven and passionate her late husband was not only at his job but towards their relationship. They never had kids because they loved their life the way it was, and enjoyed the freedom of putting as much blood, sweat, and tears into their business. <PERSON> knew <PERSON> was her soulmate from <DATE_TIME>, she fell in love with his ability to keep a conversation and make the person feel so special. As much as <PERSON> loved his business, he loved his wife more and that always shined through his actions.\n\nReal estate agents from the agency express their deepest condolences to <PERSON>, as they will miss <PERSON> dearly as well. Employees say <PERSON> always had a smile on his face and always knew how to talk to people no matter the situation. <PERSON> inspired every employee and they truly feel as though it was an honor to shadow under him.\n\nIn honor of <PERSON>, a funeral mass at Saint John's Baptist Church, 345 Seashell Circle <LOCATION>, <LOCATION> 34876 on <DATE_TIME> at 4PM. Internment will follow at the Beachside Memorial Park, 3975 Sandy Dunes Street, <LOCATION>, <LOCATION> 34870.", "a0_authorID": "3353a8da-edac-5584-bcac-c8607954d040", "a1_fullText": "Document 1: \nJeopardy! as a show not only for nerds.\n\nJeopardy!, a quizz show on American TV is known for his rather conservative and calm style of hosting, which didn't change for decades. Some people consider it as a drawback: who can be interested in seeing three people buzzing and answering strange questions about everything in the world? I think however, that this contest is breathtaking in its own way. Really, it is rarely when one can see the competition between peoples' knowledge, not some weird stuff. And definitely there is a shortage of such shows on American TV. Not to mention you can check your own knowledge and brag with it with your friends afterwards.", "a1_authorID": "d1ec5215-af73-5466-9abc-116240e486e9", "a2_fullText": "Document 1: \nThe Terminator\n\n<PERSON> going back to the future to report to <PERSON> like, \u201cI\u2019m so sorry bro but I fucked your mom and became your dad. \ud83d\ude14\u201d\n\nLoses a lot of momentum in its cutaways to The Future / the quiet scenes with <PERSON> and <PERSON>\u2014 I like it better when it\u2019s in cat-and-mouse chase mode across LA\u2014 but this is less an action movie than it is The Action Movie. T2 rules but I love how elemental this one is. Lighter on dialogue, lighter on plot, just like a well-oiled machine(!) of robot gore and car chases", "a2_authorID": "eed4b6a5-ef18-9777-31af-f81f2417c65c", "authors_texts_as_html": "\n<!DOCTYPE html>\n<html lang=\"en\">\n<head>\n    <meta charset=\"UTF-8\">\n    <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\">\n    <title>Label Studio HTML</title>\n    <style>\n        .container {\n            overflow: auto;\n            border: solid 1px black;\n            padding: 10px;\n            margin: 0px 20px 5px 0px;\n        }\n        .flex-container {\n            display: flex;\n        }\n        .flex-item {\n            flex: 33%;\n            padding: 10px;\n            margin: 0px 20px 5px 0px;\n            border: solid 1px black;\n        }\n        h3 {\n            text-decoration: underline;\n        }\n    </style>\n</head>\n<body>\n    <div class=\"container\">\n        <h3>Mystery Author</h3>\n        <p id=\"query-text\">Document 1: \nBasic t-shirt from Noke\n\nHave you ever been strike by the varieties of t-shirts in your closet? Sometimes it borders with panic, isn\u2019t it? From now on, forget about this perplexity! The set of Noke basic t-shirts will solve this problem. Made of natural cotton in a strict Scandinavian design, they will be the best solution for you. Noke basic t-shirts are presented in all sizes both men and women from xs to xxxl and in 22 colors and shades. You may choose the ones that compatible with your own style and clothing preferences. Noke basis t-shirts are perfectly fit both casual and officials styles.\n\nDocument 2: \nWater bottle \u201cDesert Star\u201d\n\nThe water bottle \u201cDesert Star\u201d combines both stylish design and high usability features. It is made of stainless steel with no potentially harmful metals or other substances. The lid screws on tightly, so forget about spills! At the same time, the special removable polyester strap helps you to attach this bottle to your backpack or bike and be sure it will be safe. The bottle keeps your water cold and your coffee hot for no less than two and a half hours. You can purchase a small (0.5 liter) or big (0.75 liter) item, based on your personal needs.</p>\n    </div>\n    \n    <div class=\"flex-container\">\n        <div class=\"flex-item\">\n            <h3>Author 1</h3>\n            <p id=\"a1-text\">Document 1: \n<PERSON>, <DATE_TIME>, of <LOCATION>, <LOCATION> passed away <DATE_TIME>.\n\n<PERSON> was born in <LOCATION>, preceded by his Mother, <PERSON> and his Father, <PERSON>.\n\nHe is survived by his Wife, <PERSON> and his extended family.\n\n<PERSON> was born and raised in <LOCATION> with his parents, attending The University of North Florida. <PERSON> got his Masters degree in Business Management and started his own real estate business soon after. <PERSON> soon took the <LOCATION> area by storm, selling houses faster than he could list them. <PERSON> met his wife <PERSON> during a showing, he was the original realtor for the house and <PERSON> had to contact him in order to show her clients the house. A love blossomed between the two and soon enough they were a real estate dynamic duo; The couple start their own Real estate agency, earning the award of real estate agency of <DATE_TIME> in <DATE_TIME>. Soon after their monumental success <PERSON> and <PERSON> decided to retire in <LOCATION> a quant spot in <LOCATION>; to enjoy the rest of their time together at their beloved <LOCATION> coast.\n\n<PERSON> admired how driven and passionate her late husband was not only at his job but towards their relationship. They never had kids because they loved their life the way it was, and enjoyed the freedom of putting as much blood, sweat, and tears into their business. <PERSON> knew <PERSON> was her soulmate from <DATE_TIME>, she fell in love with his ability to keep a conversation and make the person feel so special. As much as <PERSON> loved his business, he loved his wife more and that always shined through his actions.\n\nReal estate agents from the agency express their deepest condolences to <PERSON>, as they will miss <PERSON> dearly as well. Employees say <PERSON> always had a smile on his face and always knew how to talk to people no matter the situation. <PERSON> inspired every employee and they truly feel as though it was an honor to shadow under him.\n\nIn honor of <PERSON>, a funeral mass at Saint John's Baptist Church, 345 Seashell Circle <LOCATION>, <LOCATION> 34876 on <DATE_TIME> at 4PM. Internment will follow at the Beachside Memorial Park, 3975 Sandy Dunes Street, <LOCATION>, <LOCATION> 34870.</p>\n        </div>\n        <div class=\"flex-item\">\n            <h3>Author 2</h3>\n            <p id=\"a2-text\">Document 1: \nJeopardy! as a show not only for nerds.\n\nJeopardy!, a quizz show on American TV is known for his rather conservative and calm style of hosting, which didn't change for decades. Some people consider it as a drawback: who can be interested in seeing three people buzzing and answering strange questions about everything in the world? I think however, that this contest is breathtaking in its own way. Really, it is rarely when one can see the competition between peoples' knowledge, not some weird stuff. And definitely there is a shortage of such shows on American TV. Not to mention you can check your own knowledge and brag with it with your friends afterwards.</p>\n        </div>\n        <div class=\"flex-item\">\n            <h3>Author 3</h3>\n            <p id=\"a3-text\">Document 1: \nThe Terminator\n\n<PERSON> going back to the future to report to <PERSON> like, \u201cI\u2019m so sorry bro but I fucked your mom and became your dad. \ud83d\ude14\u201d\n\nLoses a lot of momentum in its cutaways to The Future / the quiet scenes with <PERSON> and <PERSON>\u2014 I like it better when it\u2019s in cat-and-mouse chase mode across LA\u2014 but this is less an action movie than it is The Action Movie. T2 rules but I love how elemental this one is. Lighter on dialogue, lighter on plot, just like a well-oiled machine(!) of robot gore and car chases</p>\n        </div>\n    </div>\n</body>\n</html>\n\n", "explanation": "\n<p><strong>The following is a selection of writing style descriptions that our system identified in the text. For each style, we show how much it applies to each of the authors (higher score == more applicability and lower score == less applicability). The lowest score is 0, and the highest is +1. According to this analysis, our AI model made the recommendation below</strong></p>\n<p><strong>Style 1:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is reflective, focusing on past occurrences and maintaining a contemplative tone. They often incorporate additional details to offer further context, utilizing a variety of part-of-speech bigrams to enhance the narrative flow.</em></span></p>\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.61</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.76</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.39</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.42</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n\n<p><strong>Style 2:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is adept at providing clear explanations of technical terminology and utilizes a formal writing style with advanced language and intricate sentence structures. Additionally, the author avoids complex sentence structures and incorporates participle verb forms effectively in the writing.</em></span></p>\n\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.64</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.56</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.28</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.28</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n<p><strong>Style 3:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is skilled in using formal language and maintains a formal tone throughout their work. They also incorporate various part-of-speech and morphology features to enhance the writing style.</em></span></p>\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.49</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.71</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.4</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.36</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n\n", "gt_idx": 1, "source": "llm_tfidf_rep"}, {"Q_fullText": "Document 1: \nMoleskine Notebook: Teal - Lined\n\nIf you know any writers or artists, a Moleskine notebook makes a perfect gift for those who love to write, journal, or draw. They are also excellent for any students in your life. Their quality is renowned amongst notebook aficionados, and you will find their smooth, buttery faux-leather covers to be incredibly durable and flexible. This notebook is perfectly sized for travel, to bring to work or school to take notes, or to begin to draft a short story or take up the art of journaling. Moleskine notebooks come with a small pocket folder at the back of the notebook, as well as a ribbon to mark your page, should you wish to return to a specific spot in the notebook for later reference. This rich teal-colored notebook will serve you well no matter how you plan to use it, and will help keep your thoughts organized and free your memory for more important tasks. If you are in the market for a new notebook, you can't go wrong with Moleskine.\n\nDocument 2: \nPaperMate Ink Joy Gel Pen - 0.7\n\nPaperMate Ink Joy gel pens come in a dazzling array of colors, from bright red to fiery orange, vibrant green, pink, and purple, as well as a variety of shades of beautiful, rich blues in varying intensities and hues. Ink Joy pens have a smooth, ballpoint tip that rolls across the page with ease, allowing for the quick capture of ideas or objects. They are long-lasting pens whose ink appears bright and legible on the page, no matter the color used. This pen is perfect for writers, students, professionals, artists, or anyone who needs to jot down a quick note. These gel pens are a fantastic addition to any pen collection. Do not leave young children unsupervised with this product.\n\nDocument 3: \nApple iPad - 7th Generation - 128 GB Memory\n\nIf you are in the market for a new tablet, an iPad should be at the top of your list. These sleek devices are not only for the tech savvy but also for anyone with even a casual interest in becoming better connected with friends and family in today's increasingly digital age. iPads are ideal for artists, creators, video content creators, graphic designers, and other people who make their living through art, but they are by no means limited to this demographic. The seamless interface allows anyone to stream videos, edit content, create art, play games, and stay in touch with friends and family members from around the globe. The 7th Generation iPad comes with an interactive touch screen, a responsive display, and so much more. An iPad might also serve as a portal for younger members of the family to interact with the virtual world, and has built-in optional parental controls to protect children from harm and limit their screen time usage. An iPad is a must-have for anyone looking to be better-connected, expand their social network, create content, or simply relax and enjoy a wide array of games at the end of a long, stressful day, and makes a fantastic gift for immediate family members.", "Q_authorID": "c41930b0-e8d8-57dd-9fc8-381c2275fcba", "latent_rank": [0, 1, 2], "system_rank": [{"id": 1, "title": "Author 1", "body": ""}, {"id": 2, "title": "Author 2", "body": ""}, {"id": 3, "title": "Author 3", "body": ""}], "rank_1": "1. Author 1", "rank_2": "2. Author 2", "rank_3": "3. 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family.\n\n<PERSON> was born and raised in <LOCATION> with his parents, attending The University of North Florida. <PERSON> got his Masters degree in Business Management and started his own real estate business soon after. <PERSON> soon took the <LOCATION> area by storm, selling houses faster than he could list them. <PERSON> met his wife <PERSON> during a showing, he was the original realtor for the house and <PERSON> had to contact him in order to show her clients the house. A love blossomed between the two and soon enough they were a real estate dynamic duo; The couple start their own Real estate agency, earning the award of real estate agency of <DATE_TIME> in <DATE_TIME>. Soon after their monumental success <PERSON> and <PERSON> decided to retire in <LOCATION> a quant spot in <LOCATION>; to enjoy the rest of their time together at their beloved <LOCATION> coast.\n\n<PERSON> admired how driven and passionate her late husband was not only at his job but towards their relationship. They never had kids because they loved their life the way it was, and enjoyed the freedom of putting as much blood, sweat, and tears into their business. <PERSON> knew <PERSON> was her soulmate from <DATE_TIME>, she fell in love with his ability to keep a conversation and make the person feel so special. As much as <PERSON> loved his business, he loved his wife more and that always shined through his actions.\n\nReal estate agents from the agency express their deepest condolences to <PERSON>, as they will miss <PERSON> dearly as well. Employees say <PERSON> always had a smile on his face and always knew how to talk to people no matter the situation. <PERSON> inspired every employee and they truly feel as though it was an honor to shadow under him.\n\nIn honor of <PERSON>, a funeral mass at Saint John's Baptist Church, 345 Seashell Circle <LOCATION>, <LOCATION> 34876 on <DATE_TIME> at 4PM. Internment will follow at the Beachside Memorial Park, 3975 Sandy Dunes Street, <LOCATION>, <LOCATION> 34870.", "a0_authorID": "3353a8da-edac-5584-bcac-c8607954d040", "a1_fullText": "Document 1: \nWhen Persistence Pays Off\n\nI was once interviewing for a competitive position at a literary agency. I was informed that I was an excellent candidate for the job and was being seriously considered. In the end, they selected someone else, but I sent them a very nice e-mail thanking them for their time and wishing both my interviewers all the best going forward. Don't you know - about a month later, I got an e-mail saying that one of their hires hadn't worked out, and that the job was mine if I wanted it. Sometimes, persistence (and being kind and professional, no matter what the outcome of the interview) pays off!", "a1_authorID": "c41930b0-e8d8-57dd-9fc8-381c2275fcba", "a2_fullText": "Document 1: \nThe Terminator\n\n<PERSON> going back to the future to report to <PERSON> like, \u201cI\u2019m so sorry bro but I fucked your mom and became your dad. \ud83d\ude14\u201d\n\nLoses a lot of momentum in its cutaways to The Future / the quiet scenes with <PERSON> and <PERSON>\u2014 I like it better when it\u2019s in cat-and-mouse chase mode across LA\u2014 but this is less an action movie than it is The Action Movie. T2 rules but I love how elemental this one is. Lighter on dialogue, lighter on plot, just like a well-oiled machine(!) of robot gore and car chases", "a2_authorID": "eed4b6a5-ef18-9777-31af-f81f2417c65c", "authors_texts_as_html": "\n<!DOCTYPE html>\n<html lang=\"en\">\n<head>\n    <meta charset=\"UTF-8\">\n    <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\">\n    <title>Label Studio HTML</title>\n    <style>\n        .container {\n            overflow: auto;\n            border: solid 1px black;\n            padding: 10px;\n            margin: 0px 20px 5px 0px;\n        }\n        .flex-container {\n            display: flex;\n        }\n        .flex-item {\n            flex: 33%;\n            padding: 10px;\n            margin: 0px 20px 5px 0px;\n            border: solid 1px black;\n        }\n        h3 {\n            text-decoration: underline;\n        }\n    </style>\n</head>\n<body>\n    <div class=\"container\">\n        <h3>Mystery Author</h3>\n        <p id=\"query-text\">Document 1: \nMoleskine Notebook: Teal - Lined\n\nIf you know any writers or artists, a Moleskine notebook makes a perfect gift for those who love to write, journal, or draw. They are also excellent for any students in your life. Their quality is renowned amongst notebook aficionados, and you will find their smooth, buttery faux-leather covers to be incredibly durable and flexible. This notebook is perfectly sized for travel, to bring to work or school to take notes, or to begin to draft a short story or take up the art of journaling. Moleskine notebooks come with a small pocket folder at the back of the notebook, as well as a ribbon to mark your page, should you wish to return to a specific spot in the notebook for later reference. This rich teal-colored notebook will serve you well no matter how you plan to use it, and will help keep your thoughts organized and free your memory for more important tasks. If you are in the market for a new notebook, you can't go wrong with Moleskine.\n\nDocument 2: \nPaperMate Ink Joy Gel Pen - 0.7\n\nPaperMate Ink Joy gel pens come in a dazzling array of colors, from bright red to fiery orange, vibrant green, pink, and purple, as well as a variety of shades of beautiful, rich blues in varying intensities and hues. Ink Joy pens have a smooth, ballpoint tip that rolls across the page with ease, allowing for the quick capture of ideas or objects. They are long-lasting pens whose ink appears bright and legible on the page, no matter the color used. This pen is perfect for writers, students, professionals, artists, or anyone who needs to jot down a quick note. These gel pens are a fantastic addition to any pen collection. Do not leave young children unsupervised with this product.\n\nDocument 3: \nApple iPad - 7th Generation - 128 GB Memory\n\nIf you are in the market for a new tablet, an iPad should be at the top of your list. These sleek devices are not only for the tech savvy but also for anyone with even a casual interest in becoming better connected with friends and family in today's increasingly digital age. iPads are ideal for artists, creators, video content creators, graphic designers, and other people who make their living through art, but they are by no means limited to this demographic. The seamless interface allows anyone to stream videos, edit content, create art, play games, and stay in touch with friends and family members from around the globe. The 7th Generation iPad comes with an interactive touch screen, a responsive display, and so much more. An iPad might also serve as a portal for younger members of the family to interact with the virtual world, and has built-in optional parental controls to protect children from harm and limit their screen time usage. An iPad is a must-have for anyone looking to be better-connected, expand their social network, create content, or simply relax and enjoy a wide array of games at the end of a long, stressful day, and makes a fantastic gift for immediate family members.</p>\n    </div>\n    \n    <div class=\"flex-container\">\n        <div class=\"flex-item\">\n            <h3>Author 1</h3>\n            <p id=\"a1-text\">Document 1: \n<PERSON>, <DATE_TIME>, of <LOCATION>, <LOCATION> passed away <DATE_TIME>.\n\n<PERSON> was born in <LOCATION>, preceded by his Mother, <PERSON> and his Father, <PERSON>.\n\nHe is survived by his Wife, <PERSON> and his extended family.\n\n<PERSON> was born and raised in <LOCATION> with his parents, attending The University of North Florida. <PERSON> got his Masters degree in Business Management and started his own real estate business soon after. <PERSON> soon took the <LOCATION> area by storm, selling houses faster than he could list them. <PERSON> met his wife <PERSON> during a showing, he was the original realtor for the house and <PERSON> had to contact him in order to show her clients the house. A love blossomed between the two and soon enough they were a real estate dynamic duo; The couple start their own Real estate agency, earning the award of real estate agency of <DATE_TIME> in <DATE_TIME>. Soon after their monumental success <PERSON> and <PERSON> decided to retire in <LOCATION> a quant spot in <LOCATION>; to enjoy the rest of their time together at their beloved <LOCATION> coast.\n\n<PERSON> admired how driven and passionate her late husband was not only at his job but towards their relationship. They never had kids because they loved their life the way it was, and enjoyed the freedom of putting as much blood, sweat, and tears into their business. <PERSON> knew <PERSON> was her soulmate from <DATE_TIME>, she fell in love with his ability to keep a conversation and make the person feel so special. As much as <PERSON> loved his business, he loved his wife more and that always shined through his actions.\n\nReal estate agents from the agency express their deepest condolences to <PERSON>, as they will miss <PERSON> dearly as well. Employees say <PERSON> always had a smile on his face and always knew how to talk to people no matter the situation. <PERSON> inspired every employee and they truly feel as though it was an honor to shadow under him.\n\nIn honor of <PERSON>, a funeral mass at Saint John's Baptist Church, 345 Seashell Circle <LOCATION>, <LOCATION> 34876 on <DATE_TIME> at 4PM. Internment will follow at the Beachside Memorial Park, 3975 Sandy Dunes Street, <LOCATION>, <LOCATION> 34870.</p>\n        </div>\n        <div class=\"flex-item\">\n            <h3>Author 2</h3>\n            <p id=\"a2-text\">Document 1: \nWhen Persistence Pays Off\n\nI was once interviewing for a competitive position at a literary agency. I was informed that I was an excellent candidate for the job and was being seriously considered. In the end, they selected someone else, but I sent them a very nice e-mail thanking them for their time and wishing both my interviewers all the best going forward. Don't you know - about a month later, I got an e-mail saying that one of their hires hadn't worked out, and that the job was mine if I wanted it. Sometimes, persistence (and being kind and professional, no matter what the outcome of the interview) pays off!</p>\n        </div>\n        <div class=\"flex-item\">\n            <h3>Author 3</h3>\n            <p id=\"a3-text\">Document 1: \nThe Terminator\n\n<PERSON> going back to the future to report to <PERSON> like, \u201cI\u2019m so sorry bro but I fucked your mom and became your dad. \ud83d\ude14\u201d\n\nLoses a lot of momentum in its cutaways to The Future / the quiet scenes with <PERSON> and <PERSON>\u2014 I like it better when it\u2019s in cat-and-mouse chase mode across LA\u2014 but this is less an action movie than it is The Action Movie. T2 rules but I love how elemental this one is. Lighter on dialogue, lighter on plot, just like a well-oiled machine(!) of robot gore and car chases</p>\n        </div>\n    </div>\n</body>\n</html>\n\n", "explanation": "\n<p><strong>The following is a selection of writing style descriptions that our system identified in the text. For each style, we show how much it applies to each of the authors (higher score == more applicability and lower score == less applicability). The lowest score is 0, and the highest is +1. According to this analysis, our AI model made the recommendation below</strong></p>\n<p><strong>Style 1:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is skilled in using formal language and maintains a formal tone throughout their work. They also incorporate various part-of-speech and morphology features to enhance the writing style.</em></span></p>\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.63</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.71</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.44</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.36</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n\n<p><strong>Style 2:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is reflective, focusing on past occurrences and maintaining a contemplative tone. They often incorporate additional details to offer further context, utilizing a variety of part-of-speech bigrams to enhance the narrative flow.</em></span></p>\n\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.56</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.76</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.36</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.42</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n<p><strong>Style 3:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is known for favoring formal language and using polite and professional communication style. They frequently include extra details and create a connection with the reader through direct engagement in their work. Additionally, the author uses clear language and pronouns followed by adpositions in their writing.</em></span></p>\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.55</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.6</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.39</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.68</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n\n", "gt_idx": 1, "source": "llm_tfidf_rep"}, {"Q_fullText": "Document 1: \nPet Dreamland Hands Free Double Dog Leash for Small Dogs\n\nDesigned for two small to medium dogs (20 to 35 pounds). Multiple bungee leashes incorporated throughout the assembly reduce shock and pulling. 360 degree swivel splitter eliminates tangling and allows each dog a greater range to explore. Three heavy duty padded handles allow additional control as needed. Heavy duty waist belt, adjustable from 27\" to 48\", allows for hands free walking, reducing stress on arms and shoulders. Not holding leashes also makes for easier poop clean-up! Safety features include reflective stitching on both sides and strong D-rings and carabiners. Leash is configurable to many different lengths through tying/untying knots or hooking D-rings closer or further from belt. Available in 4 different color combinations: black & green, dark grey & pink, black & red, and khaki & orange. Not recommended for very small breeds (chihuahua, pomeranian, etc.)\n\nDocument 2: \nZequenz Classic 360 Signature Series, Size: A6, Ruled, 128 sheets/256 pages\n\nThis extremely handy notebook is the perfect size for on the go journaling and note-taking. Flexible binding allows the notebook to lie flat, and the covers can be folded all the way back to back, without loosening or losing any sheets. It can even be rolled up if needed. With 256 lightly ruled pages but at only 6 ounces, the journal won't add too much weight to your backpack when hiking, so you always have a convenient place for jotting down your thoughts and memories on the trail. The paper is acid-free and fountain pen friendly for more formal, long-lasting journaling. This innovative design has won both the DEmark Award for Design Excellence, and the Gmark Award for Good Design.", "Q_authorID": "66e6eb57-5029-5299-a14c-b07e5910a38c", "latent_rank": [0, 1, 2], "system_rank": [{"id": 1, "title": "Author 1", "body": ""}, {"id": 2, "title": "Author 2", "body": ""}, {"id": 3, "title": "Author 3", "body": ""}], "rank_1": "1. Author 1", "rank_2": "2. Author 2", "rank_3": "3. 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0.45554699486764094, 0.269434999227418, 0.2966016830643856, 0.24684368065966872, 0.5040496546138792, 0.2579081919432595, 0.7290415065939635, 0.37123442543197294, 0.2280158642987814, 0.31015234731121716, 0.8357881760248854, 0.3758331386346675, 0.1877406739514868, 0.48604450449939185, 0.16992017712293866, 0.3159800435927971, 0.18010621184812184, 0.4033531244882068, 0.46327933639892227, 0.38413392782879896, 0.27935978466063227, 0.8094641786541585, 0.8161259160144879, 0.7813704665612404, 0.26655920948993567, 0.4441053675955728, 0.2220491664486856, 0.2079726728249554, 0.2144486180826654, 0.19008927643660595, 0.3012163409587656]], "rep_clusters": [5, 11, 10], "a0_fullText": "Document 1: \n<PERSON>, <DATE_TIME>, of <LOCATION>, <LOCATION> passed away <DATE_TIME>.\n\n<PERSON> was born in <LOCATION>, preceded by his Mother, <PERSON> and his Father, <PERSON>.\n\nHe is survived by his Wife, <PERSON> and his extended family.\n\n<PERSON> was born and raised in <LOCATION> with his parents, attending The University of North Florida. <PERSON> got his Masters degree in Business Management and started his own real estate business soon after. <PERSON> soon took the <LOCATION> area by storm, selling houses faster than he could list them. <PERSON> met his wife <PERSON> during a showing, he was the original realtor for the house and <PERSON> had to contact him in order to show her clients the house. A love blossomed between the two and soon enough they were a real estate dynamic duo; The couple start their own Real estate agency, earning the award of real estate agency of <DATE_TIME> in <DATE_TIME>. Soon after their monumental success <PERSON> and <PERSON> decided to retire in <LOCATION> a quant spot in <LOCATION>; to enjoy the rest of their time together at their beloved <LOCATION> coast.\n\n<PERSON> admired how driven and passionate her late husband was not only at his job but towards their relationship. They never had kids because they loved their life the way it was, and enjoyed the freedom of putting as much blood, sweat, and tears into their business. <PERSON> knew <PERSON> was her soulmate from <DATE_TIME>, she fell in love with his ability to keep a conversation and make the person feel so special. As much as <PERSON> loved his business, he loved his wife more and that always shined through his actions.\n\nReal estate agents from the agency express their deepest condolences to <PERSON>, as they will miss <PERSON> dearly as well. Employees say <PERSON> always had a smile on his face and always knew how to talk to people no matter the situation. <PERSON> inspired every employee and they truly feel as though it was an honor to shadow under him.\n\nIn honor of <PERSON>, a funeral mass at Saint John's Baptist Church, 345 Seashell Circle <LOCATION>, <LOCATION> 34876 on <DATE_TIME> at 4PM. Internment will follow at the Beachside Memorial Park, 3975 Sandy Dunes Street, <LOCATION>, <LOCATION> 34870.", "a0_authorID": "3353a8da-edac-5584-bcac-c8607954d040", "a1_fullText": "Document 1: \nHave you ever seen the movie \"Velvet Goldmine\"? This is one of <PERSON> earliest films, when he was still very much an indie film maker. The movie almost didn't get made, and the production problems and limited budget are very obvious in the film. Still, I think it is an important film for two reasons: it's a trailblazer in queer cinema, and features <PERSON> and <PERSON> in early roles, before they skyrocketed to fame.\n\nThe movie is loosely based on the life of <PERSON> in the 1970's, but set in a <PERSON>-esque dystopian New York City of the 1980's. Most of the film is the flashbacks of reporter <PERSON> to his late teen years. One huge problem with the production was <PERSON>' inability to convince <PERSON> to license his music for the film. Alternate music had to be secured, changing the entire vibe of the film. (Even the movie title is a <PERSON> song title.) The script is overly ambitious, and the plot is hard to explain, but I think it's worth watching for the performances. <PERSON> is amazing as the <PERSON> inspired bisexual rocker <PERSON>, and <PERSON> is scintillating as the androgynous lead, <PERSON>. <PERSON> gives an early glimpse at his talent playing an almost dual role of <PERSON> in the 1970s and 1980s. In the 1970s he was a shy outsider coming of age, and coming to terms with his sexuality; in the 1980s he's a young reporter trying to be invisible in a world that is nothing like the world of his youth. <PERSON> and <PERSON> also offer compelling performances as <PERSON> wife and manager, respectively.\n\nIn addition to the excellent cast, the soundtrack is beautiful and inspired, despite the initial difficulties. Songs by glam rock pioneers such as <PERSON>, T-Rex and Roxy Music figure prominently and work well, even if the absence of <PERSON>'s music is noticeable. The score by <PERSON> ties everything together perfectly.\n\nIf you are still on the fence about watching this movie, let me offer one more reason: a roof-top sex scene between <PERSON> and <PERSON>!", "a1_authorID": "66e6eb57-5029-5299-a14c-b07e5910a38c", "a2_fullText": "Document 1: \nThe Terminator\n\n<PERSON> going back to the future to report to <PERSON> like, \u201cI\u2019m so sorry bro but I fucked your mom and became your dad. \ud83d\ude14\u201d\n\nLoses a lot of momentum in its cutaways to The Future / the quiet scenes with <PERSON> and <PERSON>\u2014 I like it better when it\u2019s in cat-and-mouse chase mode across LA\u2014 but this is less an action movie than it is The Action Movie. T2 rules but I love how elemental this one is. Lighter on dialogue, lighter on plot, just like a well-oiled machine(!) of robot gore and car chases", "a2_authorID": "eed4b6a5-ef18-9777-31af-f81f2417c65c", "authors_texts_as_html": "\n<!DOCTYPE html>\n<html lang=\"en\">\n<head>\n    <meta charset=\"UTF-8\">\n    <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\">\n    <title>Label Studio HTML</title>\n    <style>\n        .container {\n            overflow: auto;\n            border: solid 1px black;\n            padding: 10px;\n            margin: 0px 20px 5px 0px;\n        }\n        .flex-container {\n            display: flex;\n        }\n        .flex-item {\n            flex: 33%;\n            padding: 10px;\n            margin: 0px 20px 5px 0px;\n            border: solid 1px black;\n        }\n        h3 {\n            text-decoration: underline;\n        }\n    </style>\n</head>\n<body>\n    <div class=\"container\">\n        <h3>Mystery Author</h3>\n        <p id=\"query-text\">Document 1: \nPet Dreamland Hands Free Double Dog Leash for Small Dogs\n\nDesigned for two small to medium dogs (20 to 35 pounds). Multiple bungee leashes incorporated throughout the assembly reduce shock and pulling. 360 degree swivel splitter eliminates tangling and allows each dog a greater range to explore. Three heavy duty padded handles allow additional control as needed. Heavy duty waist belt, adjustable from 27\" to 48\", allows for hands free walking, reducing stress on arms and shoulders. Not holding leashes also makes for easier poop clean-up! Safety features include reflective stitching on both sides and strong D-rings and carabiners. Leash is configurable to many different lengths through tying/untying knots or hooking D-rings closer or further from belt. Available in 4 different color combinations: black & green, dark grey & pink, black & red, and khaki & orange. Not recommended for very small breeds (chihuahua, pomeranian, etc.)\n\nDocument 2: \nZequenz Classic 360 Signature Series, Size: A6, Ruled, 128 sheets/256 pages\n\nThis extremely handy notebook is the perfect size for on the go journaling and note-taking. Flexible binding allows the notebook to lie flat, and the covers can be folded all the way back to back, without loosening or losing any sheets. It can even be rolled up if needed. With 256 lightly ruled pages but at only 6 ounces, the journal won't add too much weight to your backpack when hiking, so you always have a convenient place for jotting down your thoughts and memories on the trail. The paper is acid-free and fountain pen friendly for more formal, long-lasting journaling. This innovative design has won both the DEmark Award for Design Excellence, and the Gmark Award for Good Design.</p>\n    </div>\n    \n    <div class=\"flex-container\">\n        <div class=\"flex-item\">\n            <h3>Author 1</h3>\n            <p id=\"a1-text\">Document 1: \n<PERSON>, <DATE_TIME>, of <LOCATION>, <LOCATION> passed away <DATE_TIME>.\n\n<PERSON> was born in <LOCATION>, preceded by his Mother, <PERSON> and his Father, <PERSON>.\n\nHe is survived by his Wife, <PERSON> and his extended family.\n\n<PERSON> was born and raised in <LOCATION> with his parents, attending The University of North Florida. <PERSON> got his Masters degree in Business Management and started his own real estate business soon after. <PERSON> soon took the <LOCATION> area by storm, selling houses faster than he could list them. <PERSON> met his wife <PERSON> during a showing, he was the original realtor for the house and <PERSON> had to contact him in order to show her clients the house. A love blossomed between the two and soon enough they were a real estate dynamic duo; The couple start their own Real estate agency, earning the award of real estate agency of <DATE_TIME> in <DATE_TIME>. Soon after their monumental success <PERSON> and <PERSON> decided to retire in <LOCATION> a quant spot in <LOCATION>; to enjoy the rest of their time together at their beloved <LOCATION> coast.\n\n<PERSON> admired how driven and passionate her late husband was not only at his job but towards their relationship. They never had kids because they loved their life the way it was, and enjoyed the freedom of putting as much blood, sweat, and tears into their business. <PERSON> knew <PERSON> was her soulmate from <DATE_TIME>, she fell in love with his ability to keep a conversation and make the person feel so special. As much as <PERSON> loved his business, he loved his wife more and that always shined through his actions.\n\nReal estate agents from the agency express their deepest condolences to <PERSON>, as they will miss <PERSON> dearly as well. Employees say <PERSON> always had a smile on his face and always knew how to talk to people no matter the situation. <PERSON> inspired every employee and they truly feel as though it was an honor to shadow under him.\n\nIn honor of <PERSON>, a funeral mass at Saint John's Baptist Church, 345 Seashell Circle <LOCATION>, <LOCATION> 34876 on <DATE_TIME> at 4PM. Internment will follow at the Beachside Memorial Park, 3975 Sandy Dunes Street, <LOCATION>, <LOCATION> 34870.</p>\n        </div>\n        <div class=\"flex-item\">\n            <h3>Author 2</h3>\n            <p id=\"a2-text\">Document 1: \nHave you ever seen the movie \"Velvet Goldmine\"? This is one of <PERSON> earliest films, when he was still very much an indie film maker. The movie almost didn't get made, and the production problems and limited budget are very obvious in the film. Still, I think it is an important film for two reasons: it's a trailblazer in queer cinema, and features <PERSON> and <PERSON> in early roles, before they skyrocketed to fame.\n\nThe movie is loosely based on the life of <PERSON> in the 1970's, but set in a <PERSON>-esque dystopian New York City of the 1980's. Most of the film is the flashbacks of reporter <PERSON> to his late teen years. One huge problem with the production was <PERSON>' inability to convince <PERSON> to license his music for the film. Alternate music had to be secured, changing the entire vibe of the film. (Even the movie title is a <PERSON> song title.) The script is overly ambitious, and the plot is hard to explain, but I think it's worth watching for the performances. <PERSON> is amazing as the <PERSON> inspired bisexual rocker <PERSON>, and <PERSON> is scintillating as the androgynous lead, <PERSON>. <PERSON> gives an early glimpse at his talent playing an almost dual role of <PERSON> in the 1970s and 1980s. In the 1970s he was a shy outsider coming of age, and coming to terms with his sexuality; in the 1980s he's a young reporter trying to be invisible in a world that is nothing like the world of his youth. <PERSON> and <PERSON> also offer compelling performances as <PERSON> wife and manager, respectively.\n\nIn addition to the excellent cast, the soundtrack is beautiful and inspired, despite the initial difficulties. Songs by glam rock pioneers such as <PERSON>, T-Rex and Roxy Music figure prominently and work well, even if the absence of <PERSON>'s music is noticeable. The score by <PERSON> ties everything together perfectly.\n\nIf you are still on the fence about watching this movie, let me offer one more reason: a roof-top sex scene between <PERSON> and <PERSON>!</p>\n        </div>\n        <div class=\"flex-item\">\n            <h3>Author 3</h3>\n            <p id=\"a3-text\">Document 1: \nThe Terminator\n\n<PERSON> going back to the future to report to <PERSON> like, \u201cI\u2019m so sorry bro but I fucked your mom and became your dad. \ud83d\ude14\u201d\n\nLoses a lot of momentum in its cutaways to The Future / the quiet scenes with <PERSON> and <PERSON>\u2014 I like it better when it\u2019s in cat-and-mouse chase mode across LA\u2014 but this is less an action movie than it is The Action Movie. T2 rules but I love how elemental this one is. Lighter on dialogue, lighter on plot, just like a well-oiled machine(!) of robot gore and car chases</p>\n        </div>\n    </div>\n</body>\n</html>\n\n", "explanation": "\n<p><strong>The following is a selection of writing style descriptions that our system identified in the text. For each style, we show how much it applies to each of the authors (higher score == more applicability and lower score == less applicability). The lowest score is 0, and the highest is +1. According to this analysis, our AI model made the recommendation below</strong></p>\n<p><strong>Style 1:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is reflective, focusing on past occurrences and maintaining a contemplative tone. They often incorporate additional details to offer further context, utilizing a variety of part-of-speech bigrams to enhance the narrative flow.</em></span></p>\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.59</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.76</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.42</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.42</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n\n<p><strong>Style 2:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is skilled in using formal language and maintains a formal tone throughout their work. They also incorporate various part-of-speech and morphology features to enhance the writing style.</em></span></p>\n\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.56</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.71</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.38</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.36</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n<p><strong>Style 3:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is adept at providing clear explanations of technical terminology and utilizes a formal writing style with advanced language and intricate sentence structures. Additionally, the author avoids complex sentence structures and incorporates participle verb forms effectively in the writing.</em></span></p>\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.59</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.56</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.28</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.28</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n\n", "gt_idx": 1, "source": "llm_tfidf_rep"}, {"Q_fullText": "Document 1: \nMoleskine Notebook: Teal - Lined\n\nIf you know any writers or artists, a Moleskine notebook makes a perfect gift for those who love to write, journal, or draw. They are also excellent for any students in your life. Their quality is renowned amongst notebook aficionados, and you will find their smooth, buttery faux-leather covers to be incredibly durable and flexible. This notebook is perfectly sized for travel, to bring to work or school to take notes, or to begin to draft a short story or take up the art of journaling. Moleskine notebooks come with a small pocket folder at the back of the notebook, as well as a ribbon to mark your page, should you wish to return to a specific spot in the notebook for later reference. This rich teal-colored notebook will serve you well no matter how you plan to use it, and will help keep your thoughts organized and free your memory for more important tasks. If you are in the market for a new notebook, you can't go wrong with Moleskine.\n\nDocument 2: \nPaperMate Ink Joy Gel Pen - 0.7\n\nPaperMate Ink Joy gel pens come in a dazzling array of colors, from bright red to fiery orange, vibrant green, pink, and purple, as well as a variety of shades of beautiful, rich blues in varying intensities and hues. Ink Joy pens have a smooth, ballpoint tip that rolls across the page with ease, allowing for the quick capture of ideas or objects. They are long-lasting pens whose ink appears bright and legible on the page, no matter the color used. This pen is perfect for writers, students, professionals, artists, or anyone who needs to jot down a quick note. These gel pens are a fantastic addition to any pen collection. Do not leave young children unsupervised with this product.\n\nDocument 3: \nApple iPad - 7th Generation - 128 GB Memory\n\nIf you are in the market for a new tablet, an iPad should be at the top of your list. These sleek devices are not only for the tech savvy but also for anyone with even a casual interest in becoming better connected with friends and family in today's increasingly digital age. iPads are ideal for artists, creators, video content creators, graphic designers, and other people who make their living through art, but they are by no means limited to this demographic. The seamless interface allows anyone to stream videos, edit content, create art, play games, and stay in touch with friends and family members from around the globe. The 7th Generation iPad comes with an interactive touch screen, a responsive display, and so much more. An iPad might also serve as a portal for younger members of the family to interact with the virtual world, and has built-in optional parental controls to protect children from harm and limit their screen time usage. An iPad is a must-have for anyone looking to be better-connected, expand their social network, create content, or simply relax and enjoy a wide array of games at the end of a long, stressful day, and makes a fantastic gift for immediate family members.", "Q_authorID": "c41930b0-e8d8-57dd-9fc8-381c2275fcba", "latent_rank": [0, 1, 2], "system_rank": [{"id": 1, "title": "Author 1", "body": ""}, {"id": 2, "title": "Author 2", "body": ""}, {"id": 3, "title": "Author 3", "body": ""}], "rank_1": "1. Author 1", "rank_2": "2. Author 2", "rank_3": "3. 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0.442698181337504, 0.5550128024144154, 0.2540945786473793, 0.3326205109129734, 0.5245606498727106, 0.5376222508380275, 0.5566907935362331, 0.5733776649943192, 0.3797406720640424, 0.4846588609622938, 0.5816056369056904, 0.48898001497618304, 0.423065899625683, 0.4686887473344677, 0.3916736634456982, 0.5168372948852649, 0.39989483709964685, 0.36261391780881436, 0.21130125743051686, 0.33334228615370964, 0.37128649574022876], [0.06947923798439162, 0.23063497098273536, -0.06548932527554449, 0.41232813386475675, 0.277306822777189, 0.3570594509865151, 0.11869726474083443, 0.16823831109299822, 0.16707891226635357, 0.19290707786060085, 0.2065057913002794, 0.43834290798734765, 0.19203818575751616, 0.09885775737150773, 0.1305507060045714, 0.09167590389578519, 0.158341427668702, 0.06214386644466163, 0.2950393623779304, 0.20555726129156904, 0.17843021987290195, 0.3891283420863015, 0.2244011705504146, 0.37915168735477345, 0.1544165882319875, 0.004080619073961688, 0.11989394802835585, 0.12764624610854355, 0.1597750681163645, 0.20523188283237756, 0.35442511416386047, 0.07533543788295295, -0.10388134094479112, 0.11629235621884018, 0.409363221416965, 0.24647260709890023, 0.021446938931557132, 0.21520908096998226, 0.1646136184605258, 0.162907270166204, 0.1612483321867917, 0.25152068557507756, 0.14989302683911826, 0.18359412374544853, 0.20697011953693367, 0.3729016346017137, 0.2518493217892603, 0.39952437216252007, 0.12800830379599992, 0.2769896316081927, 0.07155991098899558, -0.09990299755122792, -0.054511918439335706, -0.010379595679034308, 0.11352239995027419], [0.29304124991783226, 0.43301715504213656, 0.2472196134945618, 0.8423826633414041, 0.6412942722974382, 0.4207364104088062, 0.3185459114380529, 0.25577229780490496, 0.24673450068350952, 0.20248568004027442, 0.28255630448968433, 0.36159144279365957, 0.16522877010596673, 0.311484404189711, 0.34548026659317055, 0.33527365215507315, 0.27608848619721277, 0.3147111348339028, 0.6210314313305272, 0.28921417259099014, 0.3852805136785106, 0.6832232461093357, 0.4257030237850862, 0.8368910934030492, 0.45554699486764094, 0.269434999227418, 0.2966016830643856, 0.24684368065966872, 0.5040496546138792, 0.2579081919432595, 0.7290415065939635, 0.37123442543197294, 0.2280158642987814, 0.31015234731121716, 0.8357881760248854, 0.3758331386346675, 0.1877406739514868, 0.48604450449939185, 0.16992017712293866, 0.3159800435927971, 0.18010621184812184, 0.4033531244882068, 0.46327933639892227, 0.38413392782879896, 0.27935978466063227, 0.8094641786541585, 0.8161259160144879, 0.7813704665612404, 0.26655920948993567, 0.4441053675955728, 0.2220491664486856, 0.2079726728249554, 0.2144486180826654, 0.19008927643660595, 0.3012163409587656]], "rep_clusters": [11, 5, 21], "a0_fullText": "Document 1: \n<PERSON>, <DATE_TIME>, of <LOCATION>, <LOCATION> passed away <DATE_TIME>.\n\n<PERSON> was born in <LOCATION>, preceded by his Mother, <PERSON> and his Father, <PERSON>.\n\nHe is survived by his Wife, <PERSON> and his extended family.\n\n<PERSON> was born and raised in <LOCATION> with his parents, attending The University of North Florida. <PERSON> got his Masters degree in Business Management and started his own real estate business soon after. <PERSON> soon took the <LOCATION> area by storm, selling houses faster than he could list them. <PERSON> met his wife <PERSON> during a showing, he was the original realtor for the house and <PERSON> had to contact him in order to show her clients the house. A love blossomed between the two and soon enough they were a real estate dynamic duo; The couple start their own Real estate agency, earning the award of real estate agency of <DATE_TIME> in <DATE_TIME>. Soon after their monumental success <PERSON> and <PERSON> decided to retire in <LOCATION> a quant spot in <LOCATION>; to enjoy the rest of their time together at their beloved <LOCATION> coast.\n\n<PERSON> admired how driven and passionate her late husband was not only at his job but towards their relationship. They never had kids because they loved their life the way it was, and enjoyed the freedom of putting as much blood, sweat, and tears into their business. <PERSON> knew <PERSON> was her soulmate from <DATE_TIME>, she fell in love with his ability to keep a conversation and make the person feel so special. As much as <PERSON> loved his business, he loved his wife more and that always shined through his actions.\n\nReal estate agents from the agency express their deepest condolences to <PERSON>, as they will miss <PERSON> dearly as well. Employees say <PERSON> always had a smile on his face and always knew how to talk to people no matter the situation. <PERSON> inspired every employee and they truly feel as though it was an honor to shadow under him.\n\nIn honor of <PERSON>, a funeral mass at Saint John's Baptist Church, 345 Seashell Circle <LOCATION>, <LOCATION> 34876 on <DATE_TIME> at 4PM. Internment will follow at the Beachside Memorial Park, 3975 Sandy Dunes Street, <LOCATION>, <LOCATION> 34870.", "a0_authorID": "3353a8da-edac-5584-bcac-c8607954d040", "a1_fullText": "Document 1: \nWhen Persistence Pays Off\n\nI was once interviewing for a competitive position at a literary agency. I was informed that I was an excellent candidate for the job and was being seriously considered. In the end, they selected someone else, but I sent them a very nice e-mail thanking them for their time and wishing both my interviewers all the best going forward. Don't you know - about a month later, I got an e-mail saying that one of their hires hadn't worked out, and that the job was mine if I wanted it. Sometimes, persistence (and being kind and professional, no matter what the outcome of the interview) pays off!", "a1_authorID": "c41930b0-e8d8-57dd-9fc8-381c2275fcba", "a2_fullText": "Document 1: \nThe Terminator\n\n<PERSON> going back to the future to report to <PERSON> like, \u201cI\u2019m so sorry bro but I fucked your mom and became your dad. \ud83d\ude14\u201d\n\nLoses a lot of momentum in its cutaways to The Future / the quiet scenes with <PERSON> and <PERSON>\u2014 I like it better when it\u2019s in cat-and-mouse chase mode across LA\u2014 but this is less an action movie than it is The Action Movie. T2 rules but I love how elemental this one is. Lighter on dialogue, lighter on plot, just like a well-oiled machine(!) of robot gore and car chases", "a2_authorID": "eed4b6a5-ef18-9777-31af-f81f2417c65c", "authors_texts_as_html": "\n<!DOCTYPE html>\n<html lang=\"en\">\n<head>\n    <meta charset=\"UTF-8\">\n    <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\">\n    <title>Label Studio HTML</title>\n    <style>\n        .container {\n            overflow: auto;\n            border: solid 1px black;\n            padding: 10px;\n            margin: 0px 20px 5px 0px;\n        }\n        .flex-container {\n            display: flex;\n        }\n        .flex-item {\n            flex: 33%;\n            padding: 10px;\n            margin: 0px 20px 5px 0px;\n            border: solid 1px black;\n        }\n        h3 {\n            text-decoration: underline;\n        }\n    </style>\n</head>\n<body>\n    <div class=\"container\">\n        <h3>Mystery Author</h3>\n        <p id=\"query-text\">Document 1: \nMoleskine Notebook: Teal - Lined\n\nIf you know any writers or artists, a Moleskine notebook makes a perfect gift for those who love to write, journal, or draw. They are also excellent for any students in your life. Their quality is renowned amongst notebook aficionados, and you will find their smooth, buttery faux-leather covers to be incredibly durable and flexible. This notebook is perfectly sized for travel, to bring to work or school to take notes, or to begin to draft a short story or take up the art of journaling. Moleskine notebooks come with a small pocket folder at the back of the notebook, as well as a ribbon to mark your page, should you wish to return to a specific spot in the notebook for later reference. This rich teal-colored notebook will serve you well no matter how you plan to use it, and will help keep your thoughts organized and free your memory for more important tasks. If you are in the market for a new notebook, you can't go wrong with Moleskine.\n\nDocument 2: \nPaperMate Ink Joy Gel Pen - 0.7\n\nPaperMate Ink Joy gel pens come in a dazzling array of colors, from bright red to fiery orange, vibrant green, pink, and purple, as well as a variety of shades of beautiful, rich blues in varying intensities and hues. Ink Joy pens have a smooth, ballpoint tip that rolls across the page with ease, allowing for the quick capture of ideas or objects. They are long-lasting pens whose ink appears bright and legible on the page, no matter the color used. This pen is perfect for writers, students, professionals, artists, or anyone who needs to jot down a quick note. These gel pens are a fantastic addition to any pen collection. Do not leave young children unsupervised with this product.\n\nDocument 3: \nApple iPad - 7th Generation - 128 GB Memory\n\nIf you are in the market for a new tablet, an iPad should be at the top of your list. These sleek devices are not only for the tech savvy but also for anyone with even a casual interest in becoming better connected with friends and family in today's increasingly digital age. iPads are ideal for artists, creators, video content creators, graphic designers, and other people who make their living through art, but they are by no means limited to this demographic. The seamless interface allows anyone to stream videos, edit content, create art, play games, and stay in touch with friends and family members from around the globe. The 7th Generation iPad comes with an interactive touch screen, a responsive display, and so much more. An iPad might also serve as a portal for younger members of the family to interact with the virtual world, and has built-in optional parental controls to protect children from harm and limit their screen time usage. An iPad is a must-have for anyone looking to be better-connected, expand their social network, create content, or simply relax and enjoy a wide array of games at the end of a long, stressful day, and makes a fantastic gift for immediate family members.</p>\n    </div>\n    \n    <div class=\"flex-container\">\n        <div class=\"flex-item\">\n            <h3>Author 1</h3>\n            <p id=\"a1-text\">Document 1: \n<PERSON>, <DATE_TIME>, of <LOCATION>, <LOCATION> passed away <DATE_TIME>.\n\n<PERSON> was born in <LOCATION>, preceded by his Mother, <PERSON> and his Father, <PERSON>.\n\nHe is survived by his Wife, <PERSON> and his extended family.\n\n<PERSON> was born and raised in <LOCATION> with his parents, attending The University of North Florida. <PERSON> got his Masters degree in Business Management and started his own real estate business soon after. <PERSON> soon took the <LOCATION> area by storm, selling houses faster than he could list them. <PERSON> met his wife <PERSON> during a showing, he was the original realtor for the house and <PERSON> had to contact him in order to show her clients the house. A love blossomed between the two and soon enough they were a real estate dynamic duo; The couple start their own Real estate agency, earning the award of real estate agency of <DATE_TIME> in <DATE_TIME>. Soon after their monumental success <PERSON> and <PERSON> decided to retire in <LOCATION> a quant spot in <LOCATION>; to enjoy the rest of their time together at their beloved <LOCATION> coast.\n\n<PERSON> admired how driven and passionate her late husband was not only at his job but towards their relationship. They never had kids because they loved their life the way it was, and enjoyed the freedom of putting as much blood, sweat, and tears into their business. <PERSON> knew <PERSON> was her soulmate from <DATE_TIME>, she fell in love with his ability to keep a conversation and make the person feel so special. As much as <PERSON> loved his business, he loved his wife more and that always shined through his actions.\n\nReal estate agents from the agency express their deepest condolences to <PERSON>, as they will miss <PERSON> dearly as well. Employees say <PERSON> always had a smile on his face and always knew how to talk to people no matter the situation. <PERSON> inspired every employee and they truly feel as though it was an honor to shadow under him.\n\nIn honor of <PERSON>, a funeral mass at Saint John's Baptist Church, 345 Seashell Circle <LOCATION>, <LOCATION> 34876 on <DATE_TIME> at 4PM. Internment will follow at the Beachside Memorial Park, 3975 Sandy Dunes Street, <LOCATION>, <LOCATION> 34870.</p>\n        </div>\n        <div class=\"flex-item\">\n            <h3>Author 2</h3>\n            <p id=\"a2-text\">Document 1: \nWhen Persistence Pays Off\n\nI was once interviewing for a competitive position at a literary agency. I was informed that I was an excellent candidate for the job and was being seriously considered. In the end, they selected someone else, but I sent them a very nice e-mail thanking them for their time and wishing both my interviewers all the best going forward. Don't you know - about a month later, I got an e-mail saying that one of their hires hadn't worked out, and that the job was mine if I wanted it. Sometimes, persistence (and being kind and professional, no matter what the outcome of the interview) pays off!</p>\n        </div>\n        <div class=\"flex-item\">\n            <h3>Author 3</h3>\n            <p id=\"a3-text\">Document 1: \nThe Terminator\n\n<PERSON> going back to the future to report to <PERSON> like, \u201cI\u2019m so sorry bro but I fucked your mom and became your dad. \ud83d\ude14\u201d\n\nLoses a lot of momentum in its cutaways to The Future / the quiet scenes with <PERSON> and <PERSON>\u2014 I like it better when it\u2019s in cat-and-mouse chase mode across LA\u2014 but this is less an action movie than it is The Action Movie. T2 rules but I love how elemental this one is. Lighter on dialogue, lighter on plot, just like a well-oiled machine(!) of robot gore and car chases</p>\n        </div>\n    </div>\n</body>\n</html>\n\n", "explanation": "\n<p><strong>The following is a selection of writing style descriptions that our system identified in the text. For each style, we show how much it applies to each of the authors (higher score == more applicability and lower score == less applicability). The lowest score is 0, and the highest is +1. According to this analysis, our AI model made the recommendation below</strong></p>\n<p><strong>Style 1:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is skilled in using formal language and maintains a formal tone throughout their work. They also incorporate various part-of-speech and morphology features to enhance the writing style.</em></span></p>\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.63</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.71</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.44</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.36</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n\n<p><strong>Style 2:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is reflective, focusing on past occurrences and maintaining a contemplative tone. They often incorporate additional details to offer further context, utilizing a variety of part-of-speech bigrams to enhance the narrative flow.</em></span></p>\n\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.56</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.76</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.36</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.42</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n<p><strong>Style 3:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is known for favoring formal language and using polite and professional communication style. They frequently include extra details and create a connection with the reader through direct engagement in their work. Additionally, the author uses clear language and pronouns followed by adpositions in their writing.</em></span></p>\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.55</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.6</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.39</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.68</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n\n", "gt_idx": 1, "source": "llm_tfidf_rep"}, {"Q_fullText": "Document 1: \nPet Dreamland Hands Free Double Dog Leash for Small Dogs\n\nDesigned for two small to medium dogs (20 to 35 pounds). Multiple bungee leashes incorporated throughout the assembly reduce shock and pulling. 360 degree swivel splitter eliminates tangling and allows each dog a greater range to explore. Three heavy duty padded handles allow additional control as needed. Heavy duty waist belt, adjustable from 27\" to 48\", allows for hands free walking, reducing stress on arms and shoulders. Not holding leashes also makes for easier poop clean-up! Safety features include reflective stitching on both sides and strong D-rings and carabiners. Leash is configurable to many different lengths through tying/untying knots or hooking D-rings closer or further from belt. Available in 4 different color combinations: black & green, dark grey & pink, black & red, and khaki & orange. Not recommended for very small breeds (chihuahua, pomeranian, etc.)\n\nDocument 2: \nZequenz Classic 360 Signature Series, Size: A6, Ruled, 128 sheets/256 pages\n\nThis extremely handy notebook is the perfect size for on the go journaling and note-taking. Flexible binding allows the notebook to lie flat, and the covers can be folded all the way back to back, without loosening or losing any sheets. It can even be rolled up if needed. With 256 lightly ruled pages but at only 6 ounces, the journal won't add too much weight to your backpack when hiking, so you always have a convenient place for jotting down your thoughts and memories on the trail. The paper is acid-free and fountain pen friendly for more formal, long-lasting journaling. 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The University of North Florida. <PERSON> got his Masters degree in Business Management and started his own real estate business soon after. <PERSON> soon took the <LOCATION> area by storm, selling houses faster than he could list them. <PERSON> met his wife <PERSON> during a showing, he was the original realtor for the house and <PERSON> had to contact him in order to show her clients the house. A love blossomed between the two and soon enough they were a real estate dynamic duo; The couple start their own Real estate agency, earning the award of real estate agency of <DATE_TIME> in <DATE_TIME>. Soon after their monumental success <PERSON> and <PERSON> decided to retire in <LOCATION> a quant spot in <LOCATION>; to enjoy the rest of their time together at their beloved <LOCATION> coast.\n\n<PERSON> admired how driven and passionate her late husband was not only at his job but towards their relationship. They never had kids because they loved their life the way it was, and enjoyed the freedom of putting as much blood, sweat, and tears into their business. <PERSON> knew <PERSON> was her soulmate from <DATE_TIME>, she fell in love with his ability to keep a conversation and make the person feel so special. As much as <PERSON> loved his business, he loved his wife more and that always shined through his actions.\n\nReal estate agents from the agency express their deepest condolences to <PERSON>, as they will miss <PERSON> dearly as well. Employees say <PERSON> always had a smile on his face and always knew how to talk to people no matter the situation. <PERSON> inspired every employee and they truly feel as though it was an honor to shadow under him.\n\nIn honor of <PERSON>, a funeral mass at Saint John's Baptist Church, 345 Seashell Circle <LOCATION>, <LOCATION> 34876 on <DATE_TIME> at 4PM. Internment will follow at the Beachside Memorial Park, 3975 Sandy Dunes Street, <LOCATION>, <LOCATION> 34870.", "a0_authorID": "3353a8da-edac-5584-bcac-c8607954d040", "a1_fullText": "Document 1: \nHave you ever seen the movie \"Velvet Goldmine\"? This is one of <PERSON> earliest films, when he was still very much an indie film maker. The movie almost didn't get made, and the production problems and limited budget are very obvious in the film. Still, I think it is an important film for two reasons: it's a trailblazer in queer cinema, and features <PERSON> and <PERSON> in early roles, before they skyrocketed to fame.\n\nThe movie is loosely based on the life of <PERSON> in the 1970's, but set in a <PERSON>-esque dystopian New York City of the 1980's. Most of the film is the flashbacks of reporter <PERSON> to his late teen years. One huge problem with the production was <PERSON>' inability to convince <PERSON> to license his music for the film. Alternate music had to be secured, changing the entire vibe of the film. (Even the movie title is a <PERSON> song title.) The script is overly ambitious, and the plot is hard to explain, but I think it's worth watching for the performances. <PERSON> is amazing as the <PERSON> inspired bisexual rocker <PERSON>, and <PERSON> is scintillating as the androgynous lead, <PERSON>. <PERSON> gives an early glimpse at his talent playing an almost dual role of <PERSON> in the 1970s and 1980s. In the 1970s he was a shy outsider coming of age, and coming to terms with his sexuality; in the 1980s he's a young reporter trying to be invisible in a world that is nothing like the world of his youth. <PERSON> and <PERSON> also offer compelling performances as <PERSON> wife and manager, respectively.\n\nIn addition to the excellent cast, the soundtrack is beautiful and inspired, despite the initial difficulties. Songs by glam rock pioneers such as <PERSON>, T-Rex and Roxy Music figure prominently and work well, even if the absence of <PERSON>'s music is noticeable. The score by <PERSON> ties everything together perfectly.\n\nIf you are still on the fence about watching this movie, let me offer one more reason: a roof-top sex scene between <PERSON> and <PERSON>!", "a1_authorID": "66e6eb57-5029-5299-a14c-b07e5910a38c", "a2_fullText": "Document 1: \nThe Terminator\n\n<PERSON> going back to the future to report to <PERSON> like, \u201cI\u2019m so sorry bro but I fucked your mom and became your dad. \ud83d\ude14\u201d\n\nLoses a lot of momentum in its cutaways to The Future / the quiet scenes with <PERSON> and <PERSON>\u2014 I like it better when it\u2019s in cat-and-mouse chase mode across LA\u2014 but this is less an action movie than it is The Action Movie. T2 rules but I love how elemental this one is. Lighter on dialogue, lighter on plot, just like a well-oiled machine(!) of robot gore and car chases", "a2_authorID": "eed4b6a5-ef18-9777-31af-f81f2417c65c", "authors_texts_as_html": "\n<!DOCTYPE html>\n<html lang=\"en\">\n<head>\n    <meta charset=\"UTF-8\">\n    <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\">\n    <title>Label Studio HTML</title>\n    <style>\n        .container {\n            overflow: auto;\n            border: solid 1px black;\n            padding: 10px;\n            margin: 0px 20px 5px 0px;\n        }\n        .flex-container {\n            display: flex;\n        }\n        .flex-item {\n            flex: 33%;\n            padding: 10px;\n            margin: 0px 20px 5px 0px;\n            border: solid 1px black;\n        }\n        h3 {\n            text-decoration: underline;\n        }\n    </style>\n</head>\n<body>\n    <div class=\"container\">\n        <h3>Mystery Author</h3>\n        <p id=\"query-text\">Document 1: \nPet Dreamland Hands Free Double Dog Leash for Small Dogs\n\nDesigned for two small to medium dogs (20 to 35 pounds). Multiple bungee leashes incorporated throughout the assembly reduce shock and pulling. 360 degree swivel splitter eliminates tangling and allows each dog a greater range to explore. Three heavy duty padded handles allow additional control as needed. Heavy duty waist belt, adjustable from 27\" to 48\", allows for hands free walking, reducing stress on arms and shoulders. Not holding leashes also makes for easier poop clean-up! Safety features include reflective stitching on both sides and strong D-rings and carabiners. Leash is configurable to many different lengths through tying/untying knots or hooking D-rings closer or further from belt. Available in 4 different color combinations: black & green, dark grey & pink, black & red, and khaki & orange. Not recommended for very small breeds (chihuahua, pomeranian, etc.)\n\nDocument 2: \nZequenz Classic 360 Signature Series, Size: A6, Ruled, 128 sheets/256 pages\n\nThis extremely handy notebook is the perfect size for on the go journaling and note-taking. Flexible binding allows the notebook to lie flat, and the covers can be folded all the way back to back, without loosening or losing any sheets. It can even be rolled up if needed. With 256 lightly ruled pages but at only 6 ounces, the journal won't add too much weight to your backpack when hiking, so you always have a convenient place for jotting down your thoughts and memories on the trail. The paper is acid-free and fountain pen friendly for more formal, long-lasting journaling. This innovative design has won both the DEmark Award for Design Excellence, and the Gmark Award for Good Design.</p>\n    </div>\n    \n    <div class=\"flex-container\">\n        <div class=\"flex-item\">\n            <h3>Author 1</h3>\n            <p id=\"a1-text\">Document 1: \n<PERSON>, <DATE_TIME>, of <LOCATION>, <LOCATION> passed away <DATE_TIME>.\n\n<PERSON> was born in <LOCATION>, preceded by his Mother, <PERSON> and his Father, <PERSON>.\n\nHe is survived by his Wife, <PERSON> and his extended family.\n\n<PERSON> was born and raised in <LOCATION> with his parents, attending The University of North Florida. <PERSON> got his Masters degree in Business Management and started his own real estate business soon after. <PERSON> soon took the <LOCATION> area by storm, selling houses faster than he could list them. <PERSON> met his wife <PERSON> during a showing, he was the original realtor for the house and <PERSON> had to contact him in order to show her clients the house. A love blossomed between the two and soon enough they were a real estate dynamic duo; The couple start their own Real estate agency, earning the award of real estate agency of <DATE_TIME> in <DATE_TIME>. Soon after their monumental success <PERSON> and <PERSON> decided to retire in <LOCATION> a quant spot in <LOCATION>; to enjoy the rest of their time together at their beloved <LOCATION> coast.\n\n<PERSON> admired how driven and passionate her late husband was not only at his job but towards their relationship. They never had kids because they loved their life the way it was, and enjoyed the freedom of putting as much blood, sweat, and tears into their business. <PERSON> knew <PERSON> was her soulmate from <DATE_TIME>, she fell in love with his ability to keep a conversation and make the person feel so special. As much as <PERSON> loved his business, he loved his wife more and that always shined through his actions.\n\nReal estate agents from the agency express their deepest condolences to <PERSON>, as they will miss <PERSON> dearly as well. Employees say <PERSON> always had a smile on his face and always knew how to talk to people no matter the situation. <PERSON> inspired every employee and they truly feel as though it was an honor to shadow under him.\n\nIn honor of <PERSON>, a funeral mass at Saint John's Baptist Church, 345 Seashell Circle <LOCATION>, <LOCATION> 34876 on <DATE_TIME> at 4PM. Internment will follow at the Beachside Memorial Park, 3975 Sandy Dunes Street, <LOCATION>, <LOCATION> 34870.</p>\n        </div>\n        <div class=\"flex-item\">\n            <h3>Author 2</h3>\n            <p id=\"a2-text\">Document 1: \nHave you ever seen the movie \"Velvet Goldmine\"? This is one of <PERSON> earliest films, when he was still very much an indie film maker. The movie almost didn't get made, and the production problems and limited budget are very obvious in the film. Still, I think it is an important film for two reasons: it's a trailblazer in queer cinema, and features <PERSON> and <PERSON> in early roles, before they skyrocketed to fame.\n\nThe movie is loosely based on the life of <PERSON> in the 1970's, but set in a <PERSON>-esque dystopian New York City of the 1980's. Most of the film is the flashbacks of reporter <PERSON> to his late teen years. One huge problem with the production was <PERSON>' inability to convince <PERSON> to license his music for the film. Alternate music had to be secured, changing the entire vibe of the film. (Even the movie title is a <PERSON> song title.) The script is overly ambitious, and the plot is hard to explain, but I think it's worth watching for the performances. <PERSON> is amazing as the <PERSON> inspired bisexual rocker <PERSON>, and <PERSON> is scintillating as the androgynous lead, <PERSON>. <PERSON> gives an early glimpse at his talent playing an almost dual role of <PERSON> in the 1970s and 1980s. In the 1970s he was a shy outsider coming of age, and coming to terms with his sexuality; in the 1980s he's a young reporter trying to be invisible in a world that is nothing like the world of his youth. <PERSON> and <PERSON> also offer compelling performances as <PERSON> wife and manager, respectively.\n\nIn addition to the excellent cast, the soundtrack is beautiful and inspired, despite the initial difficulties. Songs by glam rock pioneers such as <PERSON>, T-Rex and Roxy Music figure prominently and work well, even if the absence of <PERSON>'s music is noticeable. The score by <PERSON> ties everything together perfectly.\n\nIf you are still on the fence about watching this movie, let me offer one more reason: a roof-top sex scene between <PERSON> and <PERSON>!</p>\n        </div>\n        <div class=\"flex-item\">\n            <h3>Author 3</h3>\n            <p id=\"a3-text\">Document 1: \nThe Terminator\n\n<PERSON> going back to the future to report to <PERSON> like, \u201cI\u2019m so sorry bro but I fucked your mom and became your dad. \ud83d\ude14\u201d\n\nLoses a lot of momentum in its cutaways to The Future / the quiet scenes with <PERSON> and <PERSON>\u2014 I like it better when it\u2019s in cat-and-mouse chase mode across LA\u2014 but this is less an action movie than it is The Action Movie. T2 rules but I love how elemental this one is. Lighter on dialogue, lighter on plot, just like a well-oiled machine(!) of robot gore and car chases</p>\n        </div>\n    </div>\n</body>\n</html>\n\n", "explanation": "\n<p><strong>The following is a selection of writing style descriptions that our system identified in the text. For each style, we show how much it applies to each of the authors (higher score == more applicability and lower score == less applicability). The lowest score is 0, and the highest is +1. According to this analysis, our AI model made the recommendation below</strong></p>\n<p><strong>Style 1:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is reflective, focusing on past occurrences and maintaining a contemplative tone. They often incorporate additional details to offer further context, utilizing a variety of part-of-speech bigrams to enhance the narrative flow.</em></span></p>\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.59</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.76</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.42</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.42</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n\n<p><strong>Style 2:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is skilled in using formal language and maintains a formal tone throughout their work. They also incorporate various part-of-speech and morphology features to enhance the writing style.</em></span></p>\n\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.56</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.71</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.38</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.36</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n<p><strong>Style 3:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is adept at providing clear explanations of technical terminology and utilizes a formal writing style with advanced language and intricate sentence structures. Additionally, the author avoids complex sentence structures and incorporates participle verb forms effectively in the writing.</em></span></p>\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.59</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.56</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.28</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.28</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n\n", "gt_idx": 1, "source": "llm_tfidf_rep"}, {"Q_fullText": "Document 1: \nGrandma Jackie's Power Blender,1000 Watts, 2 HP, 1,2L BPA-free jar with 8 blade blending system, color black\n\nAt Grandma Jackie's, we promise well-made, durable and repairable items. You will be amazed at the power of our blender. Of course it does shakes, soups, smoothies, sauces, dressings, ice and whatever less powerful blenders do, but it is also the best for making soy milk and nut butters. Our blender has a lifetime warranty, if ANYTHING breaks ANYTIME (unless you've done on purpose!), we will replace your blender free of charge and pay for shipping for the broken one. We strive to give you a 'dummy-proof' and truly efficient item, but we are always open to improvements. Try our blender, and check out our catalogue of diverse, useful and equally well-made products!\n\nDocument 2: \nPractical Dave's No-Nonsense Washing Machines, Professional Quality, Top-Load With Dual-Action Agitator, 4.2cu.ft Model 1 and 5.8cu.ft Model 2\n\nDo you regret the good-old-days washers that lasted at least 20 years of daily loads? Are you sick of electronic boards that mess up because of humidity (and how not to have humidity in a washing machine!), leaving your almost brand-new machine unusable? Well <PERSON>'s Mom was, and she asked her son (an engineer) to design and build her a functional, reliable, non-electronic washing machine. She's so happy with the result that she persuaded him to commercialize 2 models, and here they are, with the good old features like the knob moving during the cycle to indicate where exactly in the cycle you're at, the possibility of stopping the machine and going back to the beginning or to another cycle without messing up delicate electronics, and a sturdiness and a repairability that surpass \"olden day\" washers. Full 25 year warranty and inexpensive parts. Get yours now!", "Q_authorID": "27faf46e-44e6-5ade-a7f0-9ea7394d4072", "latent_rank": [0, 1, 2], "system_rank": [{"id": 1, "title": "Author 1", "body": ""}, {"id": 2, "title": "Author 2", "body": ""}, {"id": 3, "title": "Author 3", "body": ""}], "rank_1": "1. Author 1", "rank_2": "2. Author 2", "rank_3": "3. 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0.45554699486764094, 0.269434999227418, 0.2966016830643856, 0.24684368065966872, 0.5040496546138792, 0.2579081919432595, 0.7290415065939635, 0.37123442543197294, 0.2280158642987814, 0.31015234731121716, 0.8357881760248854, 0.3758331386346675, 0.1877406739514868, 0.48604450449939185, 0.16992017712293866, 0.3159800435927971, 0.18010621184812184, 0.4033531244882068, 0.46327933639892227, 0.38413392782879896, 0.27935978466063227, 0.8094641786541585, 0.8161259160144879, 0.7813704665612404, 0.26655920948993567, 0.4441053675955728, 0.2220491664486856, 0.2079726728249554, 0.2144486180826654, 0.19008927643660595, 0.3012163409587656]], "rep_clusters": [5, 44, 11], "a0_fullText": "Document 1: \n<PERSON>\n\nOur family watched all the episodes of \"Buffy the Vampire Slayer' with great interest. Our cats were henceforth named <PERSON> and <PERSON>, and a couple of our kids started karate to emulate <PERSON>'s fights. Every episode is entertaining, with <PERSON> and her friends <PERSON>, <PERSON>, <PERSON> and <PERSON> fighting a new or old villain with the help of <PERSON> and his library of books on the supernatural, using their detective skills and <PERSON>'s enhanced strength and speed to gain the upper hand, while dealing with their own teenager social life and problems. Humor is prevalent, and we sometimes still refer to some of the more memorable moments, like when <PERSON> tried to work in construction and her coworkers wanted her to slow down because she was making them look lazy, or when <PERSON> worked as a waitress and was so bored that she began a relationship with <PERSON> the evil vampire just to alleviate the lethargy the job was causing her...\n\nI'm sure we'll want to watch all the episodes again at some point, and if you haven't seen any of the 'Buffy the Vampire Slayer' shows, it's time to remedy that!", "a0_authorID": "27faf46e-44e6-5ade-a7f0-9ea7394d4072", "a1_fullText": "Document 1: \n<PERSON>, <DATE_TIME>, of <LOCATION>, <LOCATION> passed away <DATE_TIME>.\n\n<PERSON> was born in <LOCATION>, preceded by his Mother, <PERSON> and his Father, <PERSON>.\n\nHe is survived by his Wife, <PERSON> and his extended family.\n\n<PERSON> was born and raised in <LOCATION> with his parents, attending The University of North Florida. <PERSON> got his Masters degree in Business Management and started his own real estate business soon after. <PERSON> soon took the <LOCATION> area by storm, selling houses faster than he could list them. <PERSON> met his wife <PERSON> during a showing, he was the original realtor for the house and <PERSON> had to contact him in order to show her clients the house. A love blossomed between the two and soon enough they were a real estate dynamic duo; The couple start their own Real estate agency, earning the award of real estate agency of <DATE_TIME> in <DATE_TIME>. Soon after their monumental success <PERSON> and <PERSON> decided to retire in <LOCATION> a quant spot in <LOCATION>; to enjoy the rest of their time together at their beloved <LOCATION> coast.\n\n<PERSON> admired how driven and passionate her late husband was not only at his job but towards their relationship. They never had kids because they loved their life the way it was, and enjoyed the freedom of putting as much blood, sweat, and tears into their business. <PERSON> knew <PERSON> was her soulmate from <DATE_TIME>, she fell in love with his ability to keep a conversation and make the person feel so special. As much as <PERSON> loved his business, he loved his wife more and that always shined through his actions.\n\nReal estate agents from the agency express their deepest condolences to <PERSON>, as they will miss <PERSON> dearly as well. Employees say <PERSON> always had a smile on his face and always knew how to talk to people no matter the situation. <PERSON> inspired every employee and they truly feel as though it was an honor to shadow under him.\n\nIn honor of <PERSON>, a funeral mass at Saint John's Baptist Church, 345 Seashell Circle <LOCATION>, <LOCATION> 34876 on <DATE_TIME> at 4PM. Internment will follow at the Beachside Memorial Park, 3975 Sandy Dunes Street, <LOCATION>, <LOCATION> 34870.", "a1_authorID": "3353a8da-edac-5584-bcac-c8607954d040", "a2_fullText": "Document 1: \nThe Terminator\n\n<PERSON> going back to the future to report to <PERSON> like, \u201cI\u2019m so sorry bro but I fucked your mom and became your dad. \ud83d\ude14\u201d\n\nLoses a lot of momentum in its cutaways to The Future / the quiet scenes with <PERSON> and <PERSON>\u2014 I like it better when it\u2019s in cat-and-mouse chase mode across LA\u2014 but this is less an action movie than it is The Action Movie. T2 rules but I love how elemental this one is. Lighter on dialogue, lighter on plot, just like a well-oiled machine(!) of robot gore and car chases", "a2_authorID": "eed4b6a5-ef18-9777-31af-f81f2417c65c", "authors_texts_as_html": "\n<!DOCTYPE html>\n<html lang=\"en\">\n<head>\n    <meta charset=\"UTF-8\">\n    <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\">\n    <title>Label Studio HTML</title>\n    <style>\n        .container {\n            overflow: auto;\n            border: solid 1px black;\n            padding: 10px;\n            margin: 0px 20px 5px 0px;\n        }\n        .flex-container {\n            display: flex;\n        }\n        .flex-item {\n            flex: 33%;\n            padding: 10px;\n            margin: 0px 20px 5px 0px;\n            border: solid 1px black;\n        }\n        h3 {\n            text-decoration: underline;\n        }\n    </style>\n</head>\n<body>\n    <div class=\"container\">\n        <h3>Mystery Author</h3>\n        <p id=\"query-text\">Document 1: \nGrandma Jackie's Power Blender,1000 Watts, 2 HP, 1,2L BPA-free jar with 8 blade blending system, color black\n\nAt Grandma Jackie's, we promise well-made, durable and repairable items. You will be amazed at the power of our blender. Of course it does shakes, soups, smoothies, sauces, dressings, ice and whatever less powerful blenders do, but it is also the best for making soy milk and nut butters. Our blender has a lifetime warranty, if ANYTHING breaks ANYTIME (unless you've done on purpose!), we will replace your blender free of charge and pay for shipping for the broken one. We strive to give you a 'dummy-proof' and truly efficient item, but we are always open to improvements. Try our blender, and check out our catalogue of diverse, useful and equally well-made products!\n\nDocument 2: \nPractical Dave's No-Nonsense Washing Machines, Professional Quality, Top-Load With Dual-Action Agitator, 4.2cu.ft Model 1 and 5.8cu.ft Model 2\n\nDo you regret the good-old-days washers that lasted at least 20 years of daily loads? Are you sick of electronic boards that mess up because of humidity (and how not to have humidity in a washing machine!), leaving your almost brand-new machine unusable? Well <PERSON>'s Mom was, and she asked her son (an engineer) to design and build her a functional, reliable, non-electronic washing machine. She's so happy with the result that she persuaded him to commercialize 2 models, and here they are, with the good old features like the knob moving during the cycle to indicate where exactly in the cycle you're at, the possibility of stopping the machine and going back to the beginning or to another cycle without messing up delicate electronics, and a sturdiness and a repairability that surpass \"olden day\" washers. Full 25 year warranty and inexpensive parts. Get yours now!</p>\n    </div>\n    \n    <div class=\"flex-container\">\n        <div class=\"flex-item\">\n            <h3>Author 1</h3>\n            <p id=\"a1-text\">Document 1: \n<PERSON>\n\nOur family watched all the episodes of \"Buffy the Vampire Slayer' with great interest. Our cats were henceforth named <PERSON> and <PERSON>, and a couple of our kids started karate to emulate <PERSON>'s fights. Every episode is entertaining, with <PERSON> and her friends <PERSON>, <PERSON>, <PERSON> and <PERSON> fighting a new or old villain with the help of <PERSON> and his library of books on the supernatural, using their detective skills and <PERSON>'s enhanced strength and speed to gain the upper hand, while dealing with their own teenager social life and problems. Humor is prevalent, and we sometimes still refer to some of the more memorable moments, like when <PERSON> tried to work in construction and her coworkers wanted her to slow down because she was making them look lazy, or when <PERSON> worked as a waitress and was so bored that she began a relationship with <PERSON> the evil vampire just to alleviate the lethargy the job was causing her...\n\nI'm sure we'll want to watch all the episodes again at some point, and if you haven't seen any of the 'Buffy the Vampire Slayer' shows, it's time to remedy that!</p>\n        </div>\n        <div class=\"flex-item\">\n            <h3>Author 2</h3>\n            <p id=\"a2-text\">Document 1: \n<PERSON>, <DATE_TIME>, of <LOCATION>, <LOCATION> passed away <DATE_TIME>.\n\n<PERSON> was born in <LOCATION>, preceded by his Mother, <PERSON> and his Father, <PERSON>.\n\nHe is survived by his Wife, <PERSON> and his extended family.\n\n<PERSON> was born and raised in <LOCATION> with his parents, attending The University of North Florida. <PERSON> got his Masters degree in Business Management and started his own real estate business soon after. <PERSON> soon took the <LOCATION> area by storm, selling houses faster than he could list them. <PERSON> met his wife <PERSON> during a showing, he was the original realtor for the house and <PERSON> had to contact him in order to show her clients the house. A love blossomed between the two and soon enough they were a real estate dynamic duo; The couple start their own Real estate agency, earning the award of real estate agency of <DATE_TIME> in <DATE_TIME>. Soon after their monumental success <PERSON> and <PERSON> decided to retire in <LOCATION> a quant spot in <LOCATION>; to enjoy the rest of their time together at their beloved <LOCATION> coast.\n\n<PERSON> admired how driven and passionate her late husband was not only at his job but towards their relationship. They never had kids because they loved their life the way it was, and enjoyed the freedom of putting as much blood, sweat, and tears into their business. <PERSON> knew <PERSON> was her soulmate from <DATE_TIME>, she fell in love with his ability to keep a conversation and make the person feel so special. As much as <PERSON> loved his business, he loved his wife more and that always shined through his actions.\n\nReal estate agents from the agency express their deepest condolences to <PERSON>, as they will miss <PERSON> dearly as well. Employees say <PERSON> always had a smile on his face and always knew how to talk to people no matter the situation. <PERSON> inspired every employee and they truly feel as though it was an honor to shadow under him.\n\nIn honor of <PERSON>, a funeral mass at Saint John's Baptist Church, 345 Seashell Circle <LOCATION>, <LOCATION> 34876 on <DATE_TIME> at 4PM. Internment will follow at the Beachside Memorial Park, 3975 Sandy Dunes Street, <LOCATION>, <LOCATION> 34870.</p>\n        </div>\n        <div class=\"flex-item\">\n            <h3>Author 3</h3>\n            <p id=\"a3-text\">Document 1: \nThe Terminator\n\n<PERSON> going back to the future to report to <PERSON> like, \u201cI\u2019m so sorry bro but I fucked your mom and became your dad. \ud83d\ude14\u201d\n\nLoses a lot of momentum in its cutaways to The Future / the quiet scenes with <PERSON> and <PERSON>\u2014 I like it better when it\u2019s in cat-and-mouse chase mode across LA\u2014 but this is less an action movie than it is The Action Movie. T2 rules but I love how elemental this one is. Lighter on dialogue, lighter on plot, just like a well-oiled machine(!) of robot gore and car chases</p>\n        </div>\n    </div>\n</body>\n</html>\n\n", "explanation": "\n<p><strong>The following is a selection of writing style descriptions that our system identified in the text. For each style, we show how much it applies to each of the authors (higher score == more applicability and lower score == less applicability). The lowest score is 0, and the highest is +1. According to this analysis, our AI model made the recommendation below</strong></p>\n<p><strong>Style 1:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is reflective, focusing on past occurrences and maintaining a contemplative tone. They often incorporate additional details to offer further context, utilizing a variety of part-of-speech bigrams to enhance the narrative flow.</em></span></p>\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.57</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.63</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.76</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.42</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n\n<p><strong>Style 2:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is expecting readers to have a basic understanding of related topics and uses a formal tone with technical language. Additionally, the author engages the reader with a friendly approach and provides helpful guidance, creating a welcoming and informative writing style.</em></span></p>\n\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.62</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.48</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.58</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.28</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n<p><strong>Style 3:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is skilled in using formal language and maintains a formal tone throughout their work. They also incorporate various part-of-speech and morphology features to enhance the writing style.</em></span></p>\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.49</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.61</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.71</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.36</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n\n", "gt_idx": 0, "source": "llm_tfidf_rep"}, {"Q_fullText": "Document 1: \nCordless vacuum cleaner from Mecrsi, easy to use, work on all surfaces, 450 watts, 36 kPa, cleaning carpets, floors and car seats, low noise, lightweight\n\nUnparalleled cleaning power, thanks to the powerful 450 watts motor, capable of providing 36 kPa of suction power, this vacuum will remove all types of dirt, dust, pet hair, wet dirt, food residue, with a capacity of 2 litres, works for 20 minutes on high performance mode, and for 40 minutes on normal mode, 6 cell battery with a capacity of 8000 mAh fully charged in 90 minutes, durable structure, weight 4.5 kg, easy to carry and store, equipped with LED light for east use in dark places, and a 180 degree flexible cleaning brush, multi stage filtration system\n\nDocument 2: \nDJI mavic drone, high resolution camera, 6 different flight modes, available in several colors, 5500 mAh battery, fast charging feature\n\nIf you are a fan of outdoor activities, this drone will be excellent for recording your activities outside, it is equipped with a 51 megapixel camera, 4 different recording modes, 6 different flight modes, a battery that provides 35 minutes of flight time, a charger capable of fully recharging the battery within 24 minutes, blades made of carbon fiber, weight 480 grams, 4 high performance motors, possibility of replacing the camera, 1500 meters distance, 1000 meters high, GPS location, for age 13 and above, low noise, comes with a fast charger, controller, repairing tools, extra battery, USB cable\n\nDocument 3: \nHolystone foldable drone, easy to use, safe, lightweight, low noise, safe blades, one return button, 1600 mah battery, automatic swings, intended for children and beginners\n\nwith its small size and light weight this drone provides a lot of fun for children and is ideal for beginners, 20 minutes of flight time, possibility of fully charging in 30 minutes, control range of 50 meters indoors, and 75 meters outdoors, changeable battery, a controller that provides 5 different flight modes, and the possibility of automatic return and landing with the push of a button, available in several colors, the propellers are made of rubber to ensure safety, comes with a charger, extra battery, controller, instruction booklet, plastic storage box.", "Q_authorID": "7699df66-863f-5c8e-9801-704868a3822d", "latent_rank": [0, 1, 2], "system_rank": [{"id": 1, "title": "Author 1", "body": ""}, {"id": 2, "title": "Author 2", "body": ""}, {"id": 3, "title": "Author 3", "body": ""}], "rank_1": "1. 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0.5013635606358455, 0.5064947449357249, 0.38009219496654567, 0.38879083411416165, 0.3982939947594927, 0.2536163580704768, 0.43619934423376655, 0.5452479315568357, 0.29180829099541994, 0.35332541522924366, 0.3689236438465183, 0.3024338942814809]], "rep_clusters": [38, 5, 7], "a0_fullText": "Document 1: \nMy lizard rejects its new partner\n\nI have had a lizard for about a year, and I adopted a new one a month ago, but my lizard refuses to share space or food and keeps attacking the new one, and it has not been normal since I adopted the second one, even though my reptile terrarium is very large and it is enough for at least 5 lizards, and I also provide them with a large amount of food.\n\nHow can I solve this problem my friends, I don't want to have to buy another reptile terrarium, so how can I make my lizard less aggressive towards the new guest?\n\nhave any of you encountered a problem like this before? any advice would be very helpful.\n\nDocument 2: \nI think you should watch Barbie, it is really not what you think, because this movie has restored people`s love for this type of movies after a long time, and it carries a positive message for everyone, and mixes imagination, fun, music and a lot of pink to create a wonderful scenes, and it tells the story of <PERSON> and her friends in a fantasy world, and you will laugh a lot because of all the situations that the main characters are exposed to, and this movie will give you a dose of optimism, and it will be enough to get you out of your bad mood, and it is not very long and does not contain any boring scenes at all.\n\nDocument 3: \nCustomers have nothing to do with your car breaking down.\n\nWhile I was on my way to work, my car broke down, and I arrived late and heard a few negative words form my manager, and while I was working and serving coffee to customers I received an email form the maintenance company informing me of the bill for repairing my car, and it was a very large amount of money, so I became so angry that I forgot where I was, I didn't notice that the customers were around me and were talking to me so I shouted at them in a very loud voice and told them to be silent, then I looked behind me to find by manager standing afraid, and the customers were afraid as well.\n\nIt all ended after I apologized to them sincerely but I am sure they thought I had a serious problems with my brain, I mean who would yell at their customers like that.\n\nAnyway, make sure to remain calm with clients, as they have nothing to do with your personal problems.", "a0_authorID": "7699df66-863f-5c8e-9801-704868a3822d", "a1_fullText": "Document 1: \nmy cat is in distress and i don\u2019t understand why\n\nmy cat has recently taken a liking to my roommate, when i try to pick him up & take him to my room he runs away, meows really loud, and makes me chase him around the coffee table.\n\nanyway what\u2019s really concerning me is that at least 3 times a day, i\u2019ll come out to grab him so he stops meowing at my roommates door. he makes me follow him into the kitchen, and he sits and meows at our little pantry area\n\nhe is meowing like he wants food or something specific in that area, but his food and water are located in my room. i have no idea what it is, i don\u2019t know what to do and it\u2019s making me so sad that i can\u2019t understand him. what does he want??? this has been going on for weeks", "a1_authorID": "a5a1cfde-6e00-5a93-86ae-167f78aefd02", "a2_fullText": "Document 1: \nMy call centre job is awful\n\nEverything that could go wrong has\u2026. Unsupportive and rude supervisors. Overly critical moody and unkind coworkers. We have hot desks and so we can sit wherever we want and yet apparently I sat in someone else\u2019s seat today and she wasn\u2019t happy about it. It\u2019s such a small call centre I can\u2019t get away from these rude and unsupportive people.\n\nI\u2019m the newest one and yet supervisors never ask how I am or if I am enjoying the work or coping ok. They only write nasty negative emails to me without explaining what they mean or actually training me. I had arranged to meet with the boss yesterday but he didn\u2019t have time and then today when I asked him about the meeting he was extremely rude and made me feel awful for asking (this is my first time asking for a meeting with anyone). I wanted to explain how I feel isolated how no one is helping me, how my training was inadequate, how my co workers are unfriendly and rude (one in particular keeps harassing me and criticising me). Yet he responded in exactly the same way so I understand it\u2019s the environment here. They are nasty and just do not care.\n\nDisappointed as I tried so hard my first month here. My confidence has been shaken and it\u2019s truly awful. I can do the monotonous work well I think but the people are unhelpful unkind and so unsupportive. I trained people at my last job and I\u2019m shocked at the attitude of \u201csupervisors\u201d here.", "a2_authorID": "f23ecc91-e465-b962-403c-4f7b5f83a125", "authors_texts_as_html": "\n<!DOCTYPE html>\n<html lang=\"en\">\n<head>\n    <meta charset=\"UTF-8\">\n    <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\">\n    <title>Label Studio HTML</title>\n    <style>\n        .container {\n            overflow: auto;\n            border: solid 1px black;\n            padding: 10px;\n            margin: 0px 20px 5px 0px;\n        }\n        .flex-container {\n            display: flex;\n        }\n        .flex-item {\n            flex: 33%;\n            padding: 10px;\n            margin: 0px 20px 5px 0px;\n            border: solid 1px black;\n        }\n        h3 {\n            text-decoration: underline;\n        }\n    </style>\n</head>\n<body>\n    <div class=\"container\">\n        <h3>Mystery Author</h3>\n        <p id=\"query-text\">Document 1: \nCordless vacuum cleaner from Mecrsi, easy to use, work on all surfaces, 450 watts, 36 kPa, cleaning carpets, floors and car seats, low noise, lightweight\n\nUnparalleled cleaning power, thanks to the powerful 450 watts motor, capable of providing 36 kPa of suction power, this vacuum will remove all types of dirt, dust, pet hair, wet dirt, food residue, with a capacity of 2 litres, works for 20 minutes on high performance mode, and for 40 minutes on normal mode, 6 cell battery with a capacity of 8000 mAh fully charged in 90 minutes, durable structure, weight 4.5 kg, easy to carry and store, equipped with LED light for east use in dark places, and a 180 degree flexible cleaning brush, multi stage filtration system\n\nDocument 2: \nDJI mavic drone, high resolution camera, 6 different flight modes, available in several colors, 5500 mAh battery, fast charging feature\n\nIf you are a fan of outdoor activities, this drone will be excellent for recording your activities outside, it is equipped with a 51 megapixel camera, 4 different recording modes, 6 different flight modes, a battery that provides 35 minutes of flight time, a charger capable of fully recharging the battery within 24 minutes, blades made of carbon fiber, weight 480 grams, 4 high performance motors, possibility of replacing the camera, 1500 meters distance, 1000 meters high, GPS location, for age 13 and above, low noise, comes with a fast charger, controller, repairing tools, extra battery, USB cable\n\nDocument 3: \nHolystone foldable drone, easy to use, safe, lightweight, low noise, safe blades, one return button, 1600 mah battery, automatic swings, intended for children and beginners\n\nwith its small size and light weight this drone provides a lot of fun for children and is ideal for beginners, 20 minutes of flight time, possibility of fully charging in 30 minutes, control range of 50 meters indoors, and 75 meters outdoors, changeable battery, a controller that provides 5 different flight modes, and the possibility of automatic return and landing with the push of a button, available in several colors, the propellers are made of rubber to ensure safety, comes with a charger, extra battery, controller, instruction booklet, plastic storage box.</p>\n    </div>\n    \n    <div class=\"flex-container\">\n        <div class=\"flex-item\">\n            <h3>Author 1</h3>\n            <p id=\"a1-text\">Document 1: \nMy lizard rejects its new partner\n\nI have had a lizard for about a year, and I adopted a new one a month ago, but my lizard refuses to share space or food and keeps attacking the new one, and it has not been normal since I adopted the second one, even though my reptile terrarium is very large and it is enough for at least 5 lizards, and I also provide them with a large amount of food.\n\nHow can I solve this problem my friends, I don't want to have to buy another reptile terrarium, so how can I make my lizard less aggressive towards the new guest?\n\nhave any of you encountered a problem like this before? any advice would be very helpful.\n\nDocument 2: \nI think you should watch Barbie, it is really not what you think, because this movie has restored people`s love for this type of movies after a long time, and it carries a positive message for everyone, and mixes imagination, fun, music and a lot of pink to create a wonderful scenes, and it tells the story of <PERSON> and her friends in a fantasy world, and you will laugh a lot because of all the situations that the main characters are exposed to, and this movie will give you a dose of optimism, and it will be enough to get you out of your bad mood, and it is not very long and does not contain any boring scenes at all.\n\nDocument 3: \nCustomers have nothing to do with your car breaking down.\n\nWhile I was on my way to work, my car broke down, and I arrived late and heard a few negative words form my manager, and while I was working and serving coffee to customers I received an email form the maintenance company informing me of the bill for repairing my car, and it was a very large amount of money, so I became so angry that I forgot where I was, I didn't notice that the customers were around me and were talking to me so I shouted at them in a very loud voice and told them to be silent, then I looked behind me to find by manager standing afraid, and the customers were afraid as well.\n\nIt all ended after I apologized to them sincerely but I am sure they thought I had a serious problems with my brain, I mean who would yell at their customers like that.\n\nAnyway, make sure to remain calm with clients, as they have nothing to do with your personal problems.</p>\n        </div>\n        <div class=\"flex-item\">\n            <h3>Author 2</h3>\n            <p id=\"a2-text\">Document 1: \nmy cat is in distress and i don\u2019t understand why\n\nmy cat has recently taken a liking to my roommate, when i try to pick him up & take him to my room he runs away, meows really loud, and makes me chase him around the coffee table.\n\nanyway what\u2019s really concerning me is that at least 3 times a day, i\u2019ll come out to grab him so he stops meowing at my roommates door. he makes me follow him into the kitchen, and he sits and meows at our little pantry area\n\nhe is meowing like he wants food or something specific in that area, but his food and water are located in my room. i have no idea what it is, i don\u2019t know what to do and it\u2019s making me so sad that i can\u2019t understand him. what does he want??? this has been going on for weeks</p>\n        </div>\n        <div class=\"flex-item\">\n            <h3>Author 3</h3>\n            <p id=\"a3-text\">Document 1: \nMy call centre job is awful\n\nEverything that could go wrong has\u2026. Unsupportive and rude supervisors. Overly critical moody and unkind coworkers. We have hot desks and so we can sit wherever we want and yet apparently I sat in someone else\u2019s seat today and she wasn\u2019t happy about it. It\u2019s such a small call centre I can\u2019t get away from these rude and unsupportive people.\n\nI\u2019m the newest one and yet supervisors never ask how I am or if I am enjoying the work or coping ok. They only write nasty negative emails to me without explaining what they mean or actually training me. I had arranged to meet with the boss yesterday but he didn\u2019t have time and then today when I asked him about the meeting he was extremely rude and made me feel awful for asking (this is my first time asking for a meeting with anyone). I wanted to explain how I feel isolated how no one is helping me, how my training was inadequate, how my co workers are unfriendly and rude (one in particular keeps harassing me and criticising me). Yet he responded in exactly the same way so I understand it\u2019s the environment here. They are nasty and just do not care.\n\nDisappointed as I tried so hard my first month here. My confidence has been shaken and it\u2019s truly awful. I can do the monotonous work well I think but the people are unhelpful unkind and so unsupportive. I trained people at my last job and I\u2019m shocked at the attitude of \u201csupervisors\u201d here.</p>\n        </div>\n    </div>\n</body>\n</html>\n\n", "explanation": "\n<p><strong>The following is a selection of writing style descriptions that our system identified in the text. For each style, we show how much it applies to each of the authors (higher score == more applicability and lower score == less applicability). The lowest score is 0, and the highest is +1. According to this analysis, our AI model made the recommendation below</strong></p>\n<p><strong>Style 1:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is using a variety of linguistic features such as coordinating conjunctions, comparative conjunction types, and plural number morphology tags. The author also employs specific part-of-speech bigrams like noun followed by particle and noun followed by adposition to enhance the text's structure and flow. Overall, the author demonstrates a deliberate and diverse approach to language usage in their writing.</em></span></p>\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.62</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.59</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.48</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.34</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n\n<p><strong>Style 2:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is reflective, focusing on past occurrences and maintaining a contemplative tone. They often incorporate additional details to offer further context, utilizing a variety of part-of-speech bigrams to enhance the narrative flow.</em></span></p>\n\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.56</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.56</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.65</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.57</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n<p><strong>Style 3:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author expects a basic understanding of related topics and provides clear explanations in a professional and educational style. The author also uses proper nouns followed by nouns and numerals followed by punctuation to enhance the material.</em></span></p>\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.6</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.48</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.49</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.52</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n\n", "gt_idx": 0, "source": "llm_tfidf_rep"}, {"Q_fullText": "Document 1: \nDark Circles-B-Gone Under-Eye Cream, .2 oz., Glass Jar, Product No. 123-456\n\nDo you suffer with dark circles under your eyes, even if you sleep like an angel? You don\u2019t deserve them, you know you don\u2019t look your best, but still you suffer! Have you tried everything like I have? Well you will find your solution with Dark Circles-B-Gone! A rich, moist cream, DCBG is able to cover your circles in just a minimal amount of product, leaving your eyes lighter and more youthful looking, alone as-is or ready to add foundation if you choose. Dot the eye cream on your tender under-eye area and blend to make the appearance smooth and supple. Finally, look in the mirror again for the full effect- eyes that are smooth, bright and full of light! That part of your routine is done! - with Dark Circles-Be-Gone!\n\nDocument 2: \nRelax-EEZ Roll-on Topical Pain Reliever with Arnica, 2.5 oz. Product No. 5570001\n\nAre your muscles aching and sore after seasonal chores like mowing the grass or raking leaves? Relax-EEZ is a guaranteed way to get relief in a safe and easy way. Choose this new pharmacy-recommended product to roll pain away. Arnica is an age-old natural product from a tiny white flower in the mountains of Switzerland. It is proven to RELAX and REDUCE pain and stiffness as soon as you roll it on. Affordable Relax-EEZ, aren\u2019t you worth it? Look for our product at your favorite drug store or grocery. Keep some on hand so that you are ready for the next chore day. Then roll-away aches and pains as soon as they come! No pain is too strong for Relax-EEZ with Arnica! Guaranteed safe by the Food and Drug Administration.", "Q_authorID": "8568f101-9281-5aad-9a09-ddb08535e583", "latent_rank": [2, 0, 1], "system_rank": [{"id": 3, "title": "Author 3", "body": ""}, {"id": 1, "title": "Author 1", "body": ""}, {"id": 2, "title": "Author 2", "body": ""}], "rank_1": "1. Author 3", "rank_2": "2. Author 1", "rank_3": "3. 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See when I wake up in the morning for work I take him for his morning walk when I get home I take him for his nightly walk he sleeps with me every night when I come home from work he is stuck to my side he is my little buddy like I wouldn\u2019t put him in any kind of situation but I\u2019m not blind to the fact that stuff happens like I can\u2019t predict what the future hold so I get that but if I thought he would be bullied or beaten up on I wouldn\u2019t bother taken him so let me know your thoughts oh and he is registered to me under my name any more questions please feel free to ask", "a0_authorID": "126c7807-356a-d718-249a-dc6f5ba58516", "a1_fullText": "Document 1: \n<PERSON>\n\nthe best slo-mo-packed Part 1 action flick to come out this weekend.\n\nan insane amount of lore to unpack\u2014 very rarely do you see a 3 hour movie and worry that if you run to the bathroom for two minutes, you\u2019ll miss something that\u2019s actually important, but that\u2019s absolutely the case here. some may find that overwhelming\u2014 not me. I love lore. let it all wash over you, accept that you may miss some things and figure it out later, and enjoy the ride.\n\nevery shot of Prabhas is mythological. pure movie star shit. the movie also delays his on-screen credit until the first moment we see his face, and my theater cheered. we cheered at a couple of stellar shots, to be honest. it\u2019s a cheering type of movie. big images, big violence, an epic score\u2014 and the slo mo is all intentional, underscoring the god-like invincibility of both the main character and the leading man playing him.\n\nso yeah, at a time when the movies in theaters are awards fare, I enjoyed the shit out of this. enjoyed it more than much of the awards fare out, to be honest. can\u2019t wait for Part 2.", "a1_authorID": "6a5e5b76-e6bd-9d80-0aaf-d213e4da4177", "a2_fullText": "Document 1: \nWould you love to see <PERSON> and <PERSON> in a historical drama? I think you should watch \u201c Far and Away\u201d and here is why. It combines adventure with romance and has what you\u2019re looking for - a fast-moving plot! It\u2019s worth streaming right away! You will learn so much history. <PERSON> and <PERSON> are immigrants from Ireland to the U.S., having been grossly mistreated in the home country. <PERSON> has always desired to own land but the Irish were prevented from doing so. They endure poverty and separations only to find each other again in the great Land Run in Oklahoma. And you will want to see if they do just that! I told you that you should watch!\n\nDocument 2: \nMusic Files at Insurance Company\n\nBackup files had to be run every night at a major insurance agency. After one random night, the backup was still running. People were starting to come to work and they would be unable to access their work until the backup finished. The IT manager started to look into why the backup was still running. He found a large (huge) cache of music files on one person\u2019s computer. Apparently he had been downloading music files to his computer to share with large numbers of strangers. The manager had to explain to the employee\u2019s boss that the files would be removed immediately with no time to make another personal copy. Luckily there were no further repercussions for the employee.\n\nHave you ever been tempted to use a convenient company resource for your own good?\n\nDocument 3: \nProblems with a Great Dane puppy- What can be done about chewing?\n\nDid you know that puppies chew things up and they chew a great number of things up? They are a great nuisance. And Great Danes are HUGE puppies, so they are a greater problem than almost any other pups! My Great Dane puppy has chewed the following:\n\na magazine; two books (in their entirety); my passport ( I have already sent it to be reissued); both of his food bowls (I now keep his replacement bowl locked away); three socks; and one work assignment.\n\nAnd this, though I now try to keep chewable items away from him as much as possible! I know that puppies love to chew and they need to chew but I am very nervous about this dog\u2019s future!\n\nAny suggestions are greatly appreciated!", "a2_authorID": "8568f101-9281-5aad-9a09-ddb08535e583", "authors_texts_as_html": "\n<!DOCTYPE html>\n<html lang=\"en\">\n<head>\n    <meta charset=\"UTF-8\">\n    <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\">\n    <title>Label Studio HTML</title>\n    <style>\n        .container {\n            overflow: auto;\n            border: solid 1px black;\n            padding: 10px;\n            margin: 0px 20px 5px 0px;\n        }\n        .flex-container {\n            display: flex;\n        }\n        .flex-item {\n            flex: 33%;\n            padding: 10px;\n            margin: 0px 20px 5px 0px;\n            border: solid 1px black;\n        }\n        h3 {\n            text-decoration: underline;\n        }\n    </style>\n</head>\n<body>\n    <div class=\"container\">\n        <h3>Mystery Author</h3>\n        <p id=\"query-text\">Document 1: \nDark Circles-B-Gone Under-Eye Cream, .2 oz., Glass Jar, Product No. 123-456\n\nDo you suffer with dark circles under your eyes, even if you sleep like an angel? You don\u2019t deserve them, you know you don\u2019t look your best, but still you suffer! Have you tried everything like I have? Well you will find your solution with Dark Circles-B-Gone! A rich, moist cream, DCBG is able to cover your circles in just a minimal amount of product, leaving your eyes lighter and more youthful looking, alone as-is or ready to add foundation if you choose. Dot the eye cream on your tender under-eye area and blend to make the appearance smooth and supple. Finally, look in the mirror again for the full effect- eyes that are smooth, bright and full of light! That part of your routine is done! - with Dark Circles-Be-Gone!\n\nDocument 2: \nRelax-EEZ Roll-on Topical Pain Reliever with Arnica, 2.5 oz. Product No. 5570001\n\nAre your muscles aching and sore after seasonal chores like mowing the grass or raking leaves? Relax-EEZ is a guaranteed way to get relief in a safe and easy way. Choose this new pharmacy-recommended product to roll pain away. Arnica is an age-old natural product from a tiny white flower in the mountains of Switzerland. It is proven to RELAX and REDUCE pain and stiffness as soon as you roll it on. Affordable Relax-EEZ, aren\u2019t you worth it? Look for our product at your favorite drug store or grocery. Keep some on hand so that you are ready for the next chore day. Then roll-away aches and pains as soon as they come! No pain is too strong for Relax-EEZ with Arnica! Guaranteed safe by the Food and Drug Administration.</p>\n    </div>\n    \n    <div class=\"flex-container\">\n        <div class=\"flex-item\">\n            <h3>Author 1</h3>\n            <p id=\"a1-text\">Document 1: \n<PERSON>\n\nThis probably a double post sorry for this I just don\u2019t know how to do it other than just to redo it so here it goes lol\n\nSo I have a pet that is a family pet or so my mom calls him that but in reality he is min so would it be wrong of me to take him with me when I move see the issue is that she won\u2019t let me take him because she is in fear the my gf dogs would beat up on him so and I wouldn\u2019t put him in any kind of situation like that see I know her dogs and I been around them for going on 4 years so like they are good dogs females. See when I wake up in the morning for work I take him for his morning walk when I get home I take him for his nightly walk he sleeps with me every night when I come home from work he is stuck to my side he is my little buddy like I wouldn\u2019t put him in any kind of situation but I\u2019m not blind to the fact that stuff happens like I can\u2019t predict what the future hold so I get that but if I thought he would be bullied or beaten up on I wouldn\u2019t bother taken him so let me know your thoughts oh and he is registered to me under my name any more questions please feel free to ask</p>\n        </div>\n        <div class=\"flex-item\">\n            <h3>Author 2</h3>\n            <p id=\"a2-text\">Document 1: \n<PERSON>\n\nthe best slo-mo-packed Part 1 action flick to come out this weekend.\n\nan insane amount of lore to unpack\u2014 very rarely do you see a 3 hour movie and worry that if you run to the bathroom for two minutes, you\u2019ll miss something that\u2019s actually important, but that\u2019s absolutely the case here. some may find that overwhelming\u2014 not me. I love lore. let it all wash over you, accept that you may miss some things and figure it out later, and enjoy the ride.\n\nevery shot of Prabhas is mythological. pure movie star shit. the movie also delays his on-screen credit until the first moment we see his face, and my theater cheered. we cheered at a couple of stellar shots, to be honest. it\u2019s a cheering type of movie. big images, big violence, an epic score\u2014 and the slo mo is all intentional, underscoring the god-like invincibility of both the main character and the leading man playing him.\n\nso yeah, at a time when the movies in theaters are awards fare, I enjoyed the shit out of this. enjoyed it more than much of the awards fare out, to be honest. can\u2019t wait for Part 2.</p>\n        </div>\n        <div class=\"flex-item\">\n            <h3>Author 3</h3>\n            <p id=\"a3-text\">Document 1: \nWould you love to see <PERSON> and <PERSON> in a historical drama? I think you should watch \u201c Far and Away\u201d and here is why. It combines adventure with romance and has what you\u2019re looking for - a fast-moving plot! It\u2019s worth streaming right away! You will learn so much history. <PERSON> and <PERSON> are immigrants from Ireland to the U.S., having been grossly mistreated in the home country. <PERSON> has always desired to own land but the Irish were prevented from doing so. They endure poverty and separations only to find each other again in the great Land Run in Oklahoma. And you will want to see if they do just that! I told you that you should watch!\n\nDocument 2: \nMusic Files at Insurance Company\n\nBackup files had to be run every night at a major insurance agency. After one random night, the backup was still running. People were starting to come to work and they would be unable to access their work until the backup finished. The IT manager started to look into why the backup was still running. He found a large (huge) cache of music files on one person\u2019s computer. Apparently he had been downloading music files to his computer to share with large numbers of strangers. The manager had to explain to the employee\u2019s boss that the files would be removed immediately with no time to make another personal copy. Luckily there were no further repercussions for the employee.\n\nHave you ever been tempted to use a convenient company resource for your own good?\n\nDocument 3: \nProblems with a Great Dane puppy- What can be done about chewing?\n\nDid you know that puppies chew things up and they chew a great number of things up? They are a great nuisance. And Great Danes are HUGE puppies, so they are a greater problem than almost any other pups! My Great Dane puppy has chewed the following:\n\na magazine; two books (in their entirety); my passport ( I have already sent it to be reissued); both of his food bowls (I now keep his replacement bowl locked away); three socks; and one work assignment.\n\nAnd this, though I now try to keep chewable items away from him as much as possible! I know that puppies love to chew and they need to chew but I am very nervous about this dog\u2019s future!\n\nAny suggestions are greatly appreciated!</p>\n        </div>\n    </div>\n</body>\n</html>\n\n", "explanation": "\n<p><strong>The following is a selection of writing style descriptions that our system identified in the text. For each style, we show how much it applies to each of the authors (higher score == more applicability and lower score == less applicability). The lowest score is 0, and the highest is +1. According to this analysis, our AI model made the recommendation below</strong></p>\n<p><strong>Style 1:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is reflective, focusing on past occurrences and maintaining a contemplative tone. They often incorporate additional details to offer further context, utilizing a variety of part-of-speech bigrams to enhance the narrative flow.</em></span></p>\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.65</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.6</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.43</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.68</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n\n<p><strong>Style 2:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is adept at providing clear explanations of technical terminology and utilizes a formal writing style with advanced language and intricate sentence structures. Additionally, the author avoids complex sentence structures and incorporates participle verb forms effectively in the writing.</em></span></p>\n\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.62</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.53</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.34</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.55</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n<p><strong>Style 3:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is focused on objective reporting and maintains a formal and professional tone throughout their writing. They use various clause structures and incorporate proper nouns in their work, while also paying attention to singular number morphology and foreign words as prepositional modifiers.</em></span></p>\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.6</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.56</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.42</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.57</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n\n", "gt_idx": 2, "source": "llm_tfidf_rep"}, {"Q_fullText": "Document 1: \nCordless vacuum cleaner from Mecrsi, easy to use, work on all surfaces, 450 watts, 36 kPa, cleaning carpets, floors and car seats, low noise, lightweight\n\nUnparalleled cleaning power, thanks to the powerful 450 watts motor, capable of providing 36 kPa of suction power, this vacuum will remove all types of dirt, dust, pet hair, wet dirt, food residue, with a capacity of 2 litres, works for 20 minutes on high performance mode, and for 40 minutes on normal mode, 6 cell battery with a capacity of 8000 mAh fully charged in 90 minutes, durable structure, weight 4.5 kg, easy to carry and store, equipped with LED light for east use in dark places, and a 180 degree flexible cleaning brush, multi stage filtration system\n\nDocument 2: \nDJI mavic drone, high resolution camera, 6 different flight modes, available in several colors, 5500 mAh battery, fast charging feature\n\nIf you are a fan of outdoor activities, this drone will be excellent for recording your activities outside, it is equipped with a 51 megapixel camera, 4 different recording modes, 6 different flight modes, a battery that provides 35 minutes of flight time, a charger capable of fully recharging the battery within 24 minutes, blades made of carbon fiber, weight 480 grams, 4 high performance motors, possibility of replacing the camera, 1500 meters distance, 1000 meters high, GPS location, for age 13 and above, low noise, comes with a fast charger, controller, repairing tools, extra battery, USB cable\n\nDocument 3: \nHolystone foldable drone, easy to use, safe, lightweight, low noise, safe blades, one return button, 1600 mah battery, automatic swings, intended for children and beginners\n\nwith its small size and light weight this drone provides a lot of fun for children and is ideal for beginners, 20 minutes of flight time, possibility of fully charging in 30 minutes, control range of 50 meters indoors, and 75 meters outdoors, changeable battery, a controller that provides 5 different flight modes, and the possibility of automatic return and landing with the push of a button, available in several colors, the propellers are made of rubber to ensure safety, comes with a charger, extra battery, controller, instruction booklet, plastic storage box.", "Q_authorID": "7699df66-863f-5c8e-9801-704868a3822d", "latent_rank": [0, 1, 2], "system_rank": [{"id": 1, "title": "Author 1", "body": ""}, {"id": 2, "title": "Author 2", "body": ""}, {"id": 3, "title": "Author 3", "body": ""}], "rank_1": "1. 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0.5013635606358455, 0.5064947449357249, 0.38009219496654567, 0.38879083411416165, 0.3982939947594927, 0.2536163580704768, 0.43619934423376655, 0.5452479315568357, 0.29180829099541994, 0.35332541522924366, 0.3689236438465183, 0.3024338942814809]], "rep_clusters": [38, 5, 7], "a0_fullText": "Document 1: \nMy lizard rejects its new partner\n\nI have had a lizard for about a year, and I adopted a new one a month ago, but my lizard refuses to share space or food and keeps attacking the new one, and it has not been normal since I adopted the second one, even though my reptile terrarium is very large and it is enough for at least 5 lizards, and I also provide them with a large amount of food.\n\nHow can I solve this problem my friends, I don't want to have to buy another reptile terrarium, so how can I make my lizard less aggressive towards the new guest?\n\nhave any of you encountered a problem like this before? any advice would be very helpful.\n\nDocument 2: \nI think you should watch Barbie, it is really not what you think, because this movie has restored people`s love for this type of movies after a long time, and it carries a positive message for everyone, and mixes imagination, fun, music and a lot of pink to create a wonderful scenes, and it tells the story of <PERSON> and her friends in a fantasy world, and you will laugh a lot because of all the situations that the main characters are exposed to, and this movie will give you a dose of optimism, and it will be enough to get you out of your bad mood, and it is not very long and does not contain any boring scenes at all.\n\nDocument 3: \nCustomers have nothing to do with your car breaking down.\n\nWhile I was on my way to work, my car broke down, and I arrived late and heard a few negative words form my manager, and while I was working and serving coffee to customers I received an email form the maintenance company informing me of the bill for repairing my car, and it was a very large amount of money, so I became so angry that I forgot where I was, I didn't notice that the customers were around me and were talking to me so I shouted at them in a very loud voice and told them to be silent, then I looked behind me to find by manager standing afraid, and the customers were afraid as well.\n\nIt all ended after I apologized to them sincerely but I am sure they thought I had a serious problems with my brain, I mean who would yell at their customers like that.\n\nAnyway, make sure to remain calm with clients, as they have nothing to do with your personal problems.", "a0_authorID": "7699df66-863f-5c8e-9801-704868a3822d", "a1_fullText": "Document 1: \nmy cat is in distress and i don\u2019t understand why\n\nmy cat has recently taken a liking to my roommate, when i try to pick him up & take him to my room he runs away, meows really loud, and makes me chase him around the coffee table.\n\nanyway what\u2019s really concerning me is that at least 3 times a day, i\u2019ll come out to grab him so he stops meowing at my roommates door. he makes me follow him into the kitchen, and he sits and meows at our little pantry area\n\nhe is meowing like he wants food or something specific in that area, but his food and water are located in my room. i have no idea what it is, i don\u2019t know what to do and it\u2019s making me so sad that i can\u2019t understand him. what does he want??? this has been going on for weeks", "a1_authorID": "a5a1cfde-6e00-5a93-86ae-167f78aefd02", "a2_fullText": "Document 1: \nMy call centre job is awful\n\nEverything that could go wrong has\u2026. Unsupportive and rude supervisors. Overly critical moody and unkind coworkers. We have hot desks and so we can sit wherever we want and yet apparently I sat in someone else\u2019s seat today and she wasn\u2019t happy about it. It\u2019s such a small call centre I can\u2019t get away from these rude and unsupportive people.\n\nI\u2019m the newest one and yet supervisors never ask how I am or if I am enjoying the work or coping ok. They only write nasty negative emails to me without explaining what they mean or actually training me. I had arranged to meet with the boss yesterday but he didn\u2019t have time and then today when I asked him about the meeting he was extremely rude and made me feel awful for asking (this is my first time asking for a meeting with anyone). I wanted to explain how I feel isolated how no one is helping me, how my training was inadequate, how my co workers are unfriendly and rude (one in particular keeps harassing me and criticising me). Yet he responded in exactly the same way so I understand it\u2019s the environment here. They are nasty and just do not care.\n\nDisappointed as I tried so hard my first month here. My confidence has been shaken and it\u2019s truly awful. I can do the monotonous work well I think but the people are unhelpful unkind and so unsupportive. I trained people at my last job and I\u2019m shocked at the attitude of \u201csupervisors\u201d here.", "a2_authorID": "f23ecc91-e465-b962-403c-4f7b5f83a125", "authors_texts_as_html": "\n<!DOCTYPE html>\n<html lang=\"en\">\n<head>\n    <meta charset=\"UTF-8\">\n    <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\">\n    <title>Label Studio HTML</title>\n    <style>\n        .container {\n            overflow: auto;\n            border: solid 1px black;\n            padding: 10px;\n            margin: 0px 20px 5px 0px;\n        }\n        .flex-container {\n            display: flex;\n        }\n        .flex-item {\n            flex: 33%;\n            padding: 10px;\n            margin: 0px 20px 5px 0px;\n            border: solid 1px black;\n        }\n        h3 {\n            text-decoration: underline;\n        }\n    </style>\n</head>\n<body>\n    <div class=\"container\">\n        <h3>Mystery Author</h3>\n        <p id=\"query-text\">Document 1: \nCordless vacuum cleaner from Mecrsi, easy to use, work on all surfaces, 450 watts, 36 kPa, cleaning carpets, floors and car seats, low noise, lightweight\n\nUnparalleled cleaning power, thanks to the powerful 450 watts motor, capable of providing 36 kPa of suction power, this vacuum will remove all types of dirt, dust, pet hair, wet dirt, food residue, with a capacity of 2 litres, works for 20 minutes on high performance mode, and for 40 minutes on normal mode, 6 cell battery with a capacity of 8000 mAh fully charged in 90 minutes, durable structure, weight 4.5 kg, easy to carry and store, equipped with LED light for east use in dark places, and a 180 degree flexible cleaning brush, multi stage filtration system\n\nDocument 2: \nDJI mavic drone, high resolution camera, 6 different flight modes, available in several colors, 5500 mAh battery, fast charging feature\n\nIf you are a fan of outdoor activities, this drone will be excellent for recording your activities outside, it is equipped with a 51 megapixel camera, 4 different recording modes, 6 different flight modes, a battery that provides 35 minutes of flight time, a charger capable of fully recharging the battery within 24 minutes, blades made of carbon fiber, weight 480 grams, 4 high performance motors, possibility of replacing the camera, 1500 meters distance, 1000 meters high, GPS location, for age 13 and above, low noise, comes with a fast charger, controller, repairing tools, extra battery, USB cable\n\nDocument 3: \nHolystone foldable drone, easy to use, safe, lightweight, low noise, safe blades, one return button, 1600 mah battery, automatic swings, intended for children and beginners\n\nwith its small size and light weight this drone provides a lot of fun for children and is ideal for beginners, 20 minutes of flight time, possibility of fully charging in 30 minutes, control range of 50 meters indoors, and 75 meters outdoors, changeable battery, a controller that provides 5 different flight modes, and the possibility of automatic return and landing with the push of a button, available in several colors, the propellers are made of rubber to ensure safety, comes with a charger, extra battery, controller, instruction booklet, plastic storage box.</p>\n    </div>\n    \n    <div class=\"flex-container\">\n        <div class=\"flex-item\">\n            <h3>Author 1</h3>\n            <p id=\"a1-text\">Document 1: \nMy lizard rejects its new partner\n\nI have had a lizard for about a year, and I adopted a new one a month ago, but my lizard refuses to share space or food and keeps attacking the new one, and it has not been normal since I adopted the second one, even though my reptile terrarium is very large and it is enough for at least 5 lizards, and I also provide them with a large amount of food.\n\nHow can I solve this problem my friends, I don't want to have to buy another reptile terrarium, so how can I make my lizard less aggressive towards the new guest?\n\nhave any of you encountered a problem like this before? any advice would be very helpful.\n\nDocument 2: \nI think you should watch Barbie, it is really not what you think, because this movie has restored people`s love for this type of movies after a long time, and it carries a positive message for everyone, and mixes imagination, fun, music and a lot of pink to create a wonderful scenes, and it tells the story of <PERSON> and her friends in a fantasy world, and you will laugh a lot because of all the situations that the main characters are exposed to, and this movie will give you a dose of optimism, and it will be enough to get you out of your bad mood, and it is not very long and does not contain any boring scenes at all.\n\nDocument 3: \nCustomers have nothing to do with your car breaking down.\n\nWhile I was on my way to work, my car broke down, and I arrived late and heard a few negative words form my manager, and while I was working and serving coffee to customers I received an email form the maintenance company informing me of the bill for repairing my car, and it was a very large amount of money, so I became so angry that I forgot where I was, I didn't notice that the customers were around me and were talking to me so I shouted at them in a very loud voice and told them to be silent, then I looked behind me to find by manager standing afraid, and the customers were afraid as well.\n\nIt all ended after I apologized to them sincerely but I am sure they thought I had a serious problems with my brain, I mean who would yell at their customers like that.\n\nAnyway, make sure to remain calm with clients, as they have nothing to do with your personal problems.</p>\n        </div>\n        <div class=\"flex-item\">\n            <h3>Author 2</h3>\n            <p id=\"a2-text\">Document 1: \nmy cat is in distress and i don\u2019t understand why\n\nmy cat has recently taken a liking to my roommate, when i try to pick him up & take him to my room he runs away, meows really loud, and makes me chase him around the coffee table.\n\nanyway what\u2019s really concerning me is that at least 3 times a day, i\u2019ll come out to grab him so he stops meowing at my roommates door. he makes me follow him into the kitchen, and he sits and meows at our little pantry area\n\nhe is meowing like he wants food or something specific in that area, but his food and water are located in my room. i have no idea what it is, i don\u2019t know what to do and it\u2019s making me so sad that i can\u2019t understand him. what does he want??? this has been going on for weeks</p>\n        </div>\n        <div class=\"flex-item\">\n            <h3>Author 3</h3>\n            <p id=\"a3-text\">Document 1: \nMy call centre job is awful\n\nEverything that could go wrong has\u2026. Unsupportive and rude supervisors. Overly critical moody and unkind coworkers. We have hot desks and so we can sit wherever we want and yet apparently I sat in someone else\u2019s seat today and she wasn\u2019t happy about it. It\u2019s such a small call centre I can\u2019t get away from these rude and unsupportive people.\n\nI\u2019m the newest one and yet supervisors never ask how I am or if I am enjoying the work or coping ok. They only write nasty negative emails to me without explaining what they mean or actually training me. I had arranged to meet with the boss yesterday but he didn\u2019t have time and then today when I asked him about the meeting he was extremely rude and made me feel awful for asking (this is my first time asking for a meeting with anyone). I wanted to explain how I feel isolated how no one is helping me, how my training was inadequate, how my co workers are unfriendly and rude (one in particular keeps harassing me and criticising me). Yet he responded in exactly the same way so I understand it\u2019s the environment here. They are nasty and just do not care.\n\nDisappointed as I tried so hard my first month here. My confidence has been shaken and it\u2019s truly awful. I can do the monotonous work well I think but the people are unhelpful unkind and so unsupportive. I trained people at my last job and I\u2019m shocked at the attitude of \u201csupervisors\u201d here.</p>\n        </div>\n    </div>\n</body>\n</html>\n\n", "explanation": "\n<p><strong>The following is a selection of writing style descriptions that our system identified in the text. For each style, we show how much it applies to each of the authors (higher score == more applicability and lower score == less applicability). The lowest score is 0, and the highest is +1. According to this analysis, our AI model made the recommendation below</strong></p>\n<p><strong>Style 1:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is using a variety of linguistic features such as coordinating conjunctions, comparative conjunction types, and plural number morphology tags. The author also employs specific part-of-speech bigrams like noun followed by particle and noun followed by adposition to enhance the text's structure and flow. Overall, the author demonstrates a deliberate and diverse approach to language usage in their writing.</em></span></p>\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.62</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.59</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.48</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.34</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n\n<p><strong>Style 2:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is reflective, focusing on past occurrences and maintaining a contemplative tone. They often incorporate additional details to offer further context, utilizing a variety of part-of-speech bigrams to enhance the narrative flow.</em></span></p>\n\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.56</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.56</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.65</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.57</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n<p><strong>Style 3:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author expects a basic understanding of related topics and provides clear explanations in a professional and educational style. The author also uses proper nouns followed by nouns and numerals followed by punctuation to enhance the material.</em></span></p>\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.6</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.48</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.49</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.52</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n\n", "gt_idx": 0, "source": "llm_tfidf_rep"}, {"Q_fullText": "Document 1: \nGrandma Jackie's Power Blender,1000 Watts, 2 HP, 1,2L BPA-free jar with 8 blade blending system, color black\n\nAt Grandma Jackie's, we promise well-made, durable and repairable items. You will be amazed at the power of our blender. Of course it does shakes, soups, smoothies, sauces, dressings, ice and whatever less powerful blenders do, but it is also the best for making soy milk and nut butters. Our blender has a lifetime warranty, if ANYTHING breaks ANYTIME (unless you've done on purpose!), we will replace your blender free of charge and pay for shipping for the broken one. We strive to give you a 'dummy-proof' and truly efficient item, but we are always open to improvements. Try our blender, and check out our catalogue of diverse, useful and equally well-made products!\n\nDocument 2: \nPractical Dave's No-Nonsense Washing Machines, Professional Quality, Top-Load With Dual-Action Agitator, 4.2cu.ft Model 1 and 5.8cu.ft Model 2\n\nDo you regret the good-old-days washers that lasted at least 20 years of daily loads? Are you sick of electronic boards that mess up because of humidity (and how not to have humidity in a washing machine!), leaving your almost brand-new machine unusable? Well <PERSON>'s Mom was, and she asked her son (an engineer) to design and build her a functional, reliable, non-electronic washing machine. She's so happy with the result that she persuaded him to commercialize 2 models, and here they are, with the good old features like the knob moving during the cycle to indicate where exactly in the cycle you're at, the possibility of stopping the machine and going back to the beginning or to another cycle without messing up delicate electronics, and a sturdiness and a repairability that surpass \"olden day\" washers. Full 25 year warranty and inexpensive parts. Get yours now!", "Q_authorID": "27faf46e-44e6-5ade-a7f0-9ea7394d4072", "latent_rank": [0, 1, 2], "system_rank": [{"id": 1, "title": "Author 1", "body": ""}, {"id": 2, "title": "Author 2", "body": ""}, {"id": 3, "title": "Author 3", "body": ""}], "rank_1": "1. Author 1", "rank_2": "2. Author 2", "rank_3": "3. 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0.21785328226580256, 0.3882326564044858, 0.42819260092889605, 0.46102088934486596, 0.4305565487818394, 0.41856537850642683, 0.4295111648320712, 0.3855546147823216, 0.4792366181630916, 0.4548176518235398, 0.3674019359414754, 0.48478336280760503, 0.31133838073961706, 0.35901558806926576, 0.31024437206648203, 0.3371227129688686, 0.22312333590826622, 0.24092056043821578, 0.30922456775844664], [0.37146142766347506, 0.5387347372037472, 0.4167601148711308, 0.5249307784354839, 0.5054498555004671, 0.7603274656807428, 0.3796498366600025, 0.5462005410745621, 0.5421514416929984, 0.49057375685287596, 0.5601244382353779, 0.7055141203475459, 0.4543686699725181, 0.40127769490115095, 0.3652956730711318, 0.36331616091331487, 0.5746939999728791, 0.3092991944048826, 0.5955331598554711, 0.4907795678695881, 0.40918846767590267, 0.5965209562468857, 0.47298515373547423, 0.4936862306729006, 0.38458194982588256, 0.2155486482397018, 0.438360189419276, 0.5594104017445196, 0.4765665257225895, 0.5651293444237486, 0.4984676637776543, 0.486184332696326, 0.36010442825795785, 0.37547341755988617, 0.442698181337504, 0.5550128024144154, 0.2540945786473793, 0.3326205109129734, 0.5245606498727106, 0.5376222508380275, 0.5566907935362331, 0.5733776649943192, 0.3797406720640424, 0.4846588609622938, 0.5816056369056904, 0.48898001497618304, 0.423065899625683, 0.4686887473344677, 0.3916736634456982, 0.5168372948852649, 0.39989483709964685, 0.36261391780881436, 0.21130125743051686, 0.33334228615370964, 0.37128649574022876], [0.29304124991783226, 0.43301715504213656, 0.2472196134945618, 0.8423826633414041, 0.6412942722974382, 0.4207364104088062, 0.3185459114380529, 0.25577229780490496, 0.24673450068350952, 0.20248568004027442, 0.28255630448968433, 0.36159144279365957, 0.16522877010596673, 0.311484404189711, 0.34548026659317055, 0.33527365215507315, 0.27608848619721277, 0.3147111348339028, 0.6210314313305272, 0.28921417259099014, 0.3852805136785106, 0.6832232461093357, 0.4257030237850862, 0.8368910934030492, 0.45554699486764094, 0.269434999227418, 0.2966016830643856, 0.24684368065966872, 0.5040496546138792, 0.2579081919432595, 0.7290415065939635, 0.37123442543197294, 0.2280158642987814, 0.31015234731121716, 0.8357881760248854, 0.3758331386346675, 0.1877406739514868, 0.48604450449939185, 0.16992017712293866, 0.3159800435927971, 0.18010621184812184, 0.4033531244882068, 0.46327933639892227, 0.38413392782879896, 0.27935978466063227, 0.8094641786541585, 0.8161259160144879, 0.7813704665612404, 0.26655920948993567, 0.4441053675955728, 0.2220491664486856, 0.2079726728249554, 0.2144486180826654, 0.19008927643660595, 0.3012163409587656]], "rep_clusters": [5, 44, 11], "a0_fullText": "Document 1: \n<PERSON>\n\nOur family watched all the episodes of \"Buffy the Vampire Slayer' with great interest. Our cats were henceforth named <PERSON> and <PERSON>, and a couple of our kids started karate to emulate <PERSON>'s fights. Every episode is entertaining, with <PERSON> and her friends <PERSON>, <PERSON>, <PERSON> and <PERSON> fighting a new or old villain with the help of <PERSON> and his library of books on the supernatural, using their detective skills and <PERSON>'s enhanced strength and speed to gain the upper hand, while dealing with their own teenager social life and problems. Humor is prevalent, and we sometimes still refer to some of the more memorable moments, like when <PERSON> tried to work in construction and her coworkers wanted her to slow down because she was making them look lazy, or when <PERSON> worked as a waitress and was so bored that she began a relationship with <PERSON> the evil vampire just to alleviate the lethargy the job was causing her...\n\nI'm sure we'll want to watch all the episodes again at some point, and if you haven't seen any of the 'Buffy the Vampire Slayer' shows, it's time to remedy that!", "a0_authorID": "27faf46e-44e6-5ade-a7f0-9ea7394d4072", "a1_fullText": "Document 1: \n<PERSON>, <DATE_TIME>, of <LOCATION>, <LOCATION> passed away <DATE_TIME>.\n\n<PERSON> was born in <LOCATION>, preceded by his Mother, <PERSON> and his Father, <PERSON>.\n\nHe is survived by his Wife, <PERSON> and his extended family.\n\n<PERSON> was born and raised in <LOCATION> with his parents, attending The University of North Florida. <PERSON> got his Masters degree in Business Management and started his own real estate business soon after. <PERSON> soon took the <LOCATION> area by storm, selling houses faster than he could list them. <PERSON> met his wife <PERSON> during a showing, he was the original realtor for the house and <PERSON> had to contact him in order to show her clients the house. A love blossomed between the two and soon enough they were a real estate dynamic duo; The couple start their own Real estate agency, earning the award of real estate agency of <DATE_TIME> in <DATE_TIME>. Soon after their monumental success <PERSON> and <PERSON> decided to retire in <LOCATION> a quant spot in <LOCATION>; to enjoy the rest of their time together at their beloved <LOCATION> coast.\n\n<PERSON> admired how driven and passionate her late husband was not only at his job but towards their relationship. They never had kids because they loved their life the way it was, and enjoyed the freedom of putting as much blood, sweat, and tears into their business. <PERSON> knew <PERSON> was her soulmate from <DATE_TIME>, she fell in love with his ability to keep a conversation and make the person feel so special. As much as <PERSON> loved his business, he loved his wife more and that always shined through his actions.\n\nReal estate agents from the agency express their deepest condolences to <PERSON>, as they will miss <PERSON> dearly as well. Employees say <PERSON> always had a smile on his face and always knew how to talk to people no matter the situation. <PERSON> inspired every employee and they truly feel as though it was an honor to shadow under him.\n\nIn honor of <PERSON>, a funeral mass at Saint John's Baptist Church, 345 Seashell Circle <LOCATION>, <LOCATION> 34876 on <DATE_TIME> at 4PM. Internment will follow at the Beachside Memorial Park, 3975 Sandy Dunes Street, <LOCATION>, <LOCATION> 34870.", "a1_authorID": "3353a8da-edac-5584-bcac-c8607954d040", "a2_fullText": "Document 1: \nThe Terminator\n\n<PERSON> going back to the future to report to <PERSON> like, \u201cI\u2019m so sorry bro but I fucked your mom and became your dad. \ud83d\ude14\u201d\n\nLoses a lot of momentum in its cutaways to The Future / the quiet scenes with <PERSON> and <PERSON>\u2014 I like it better when it\u2019s in cat-and-mouse chase mode across LA\u2014 but this is less an action movie than it is The Action Movie. T2 rules but I love how elemental this one is. Lighter on dialogue, lighter on plot, just like a well-oiled machine(!) of robot gore and car chases", "a2_authorID": "eed4b6a5-ef18-9777-31af-f81f2417c65c", "authors_texts_as_html": "\n<!DOCTYPE html>\n<html lang=\"en\">\n<head>\n    <meta charset=\"UTF-8\">\n    <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\">\n    <title>Label Studio HTML</title>\n    <style>\n        .container {\n            overflow: auto;\n            border: solid 1px black;\n            padding: 10px;\n            margin: 0px 20px 5px 0px;\n        }\n        .flex-container {\n            display: flex;\n        }\n        .flex-item {\n            flex: 33%;\n            padding: 10px;\n            margin: 0px 20px 5px 0px;\n            border: solid 1px black;\n        }\n        h3 {\n            text-decoration: underline;\n        }\n    </style>\n</head>\n<body>\n    <div class=\"container\">\n        <h3>Mystery Author</h3>\n        <p id=\"query-text\">Document 1: \nGrandma Jackie's Power Blender,1000 Watts, 2 HP, 1,2L BPA-free jar with 8 blade blending system, color black\n\nAt Grandma Jackie's, we promise well-made, durable and repairable items. You will be amazed at the power of our blender. Of course it does shakes, soups, smoothies, sauces, dressings, ice and whatever less powerful blenders do, but it is also the best for making soy milk and nut butters. Our blender has a lifetime warranty, if ANYTHING breaks ANYTIME (unless you've done on purpose!), we will replace your blender free of charge and pay for shipping for the broken one. We strive to give you a 'dummy-proof' and truly efficient item, but we are always open to improvements. Try our blender, and check out our catalogue of diverse, useful and equally well-made products!\n\nDocument 2: \nPractical Dave's No-Nonsense Washing Machines, Professional Quality, Top-Load With Dual-Action Agitator, 4.2cu.ft Model 1 and 5.8cu.ft Model 2\n\nDo you regret the good-old-days washers that lasted at least 20 years of daily loads? Are you sick of electronic boards that mess up because of humidity (and how not to have humidity in a washing machine!), leaving your almost brand-new machine unusable? Well <PERSON>'s Mom was, and she asked her son (an engineer) to design and build her a functional, reliable, non-electronic washing machine. She's so happy with the result that she persuaded him to commercialize 2 models, and here they are, with the good old features like the knob moving during the cycle to indicate where exactly in the cycle you're at, the possibility of stopping the machine and going back to the beginning or to another cycle without messing up delicate electronics, and a sturdiness and a repairability that surpass \"olden day\" washers. Full 25 year warranty and inexpensive parts. Get yours now!</p>\n    </div>\n    \n    <div class=\"flex-container\">\n        <div class=\"flex-item\">\n            <h3>Author 1</h3>\n            <p id=\"a1-text\">Document 1: \n<PERSON>\n\nOur family watched all the episodes of \"Buffy the Vampire Slayer' with great interest. Our cats were henceforth named <PERSON> and <PERSON>, and a couple of our kids started karate to emulate <PERSON>'s fights. Every episode is entertaining, with <PERSON> and her friends <PERSON>, <PERSON>, <PERSON> and <PERSON> fighting a new or old villain with the help of <PERSON> and his library of books on the supernatural, using their detective skills and <PERSON>'s enhanced strength and speed to gain the upper hand, while dealing with their own teenager social life and problems. Humor is prevalent, and we sometimes still refer to some of the more memorable moments, like when <PERSON> tried to work in construction and her coworkers wanted her to slow down because she was making them look lazy, or when <PERSON> worked as a waitress and was so bored that she began a relationship with <PERSON> the evil vampire just to alleviate the lethargy the job was causing her...\n\nI'm sure we'll want to watch all the episodes again at some point, and if you haven't seen any of the 'Buffy the Vampire Slayer' shows, it's time to remedy that!</p>\n        </div>\n        <div class=\"flex-item\">\n            <h3>Author 2</h3>\n            <p id=\"a2-text\">Document 1: \n<PERSON>, <DATE_TIME>, of <LOCATION>, <LOCATION> passed away <DATE_TIME>.\n\n<PERSON> was born in <LOCATION>, preceded by his Mother, <PERSON> and his Father, <PERSON>.\n\nHe is survived by his Wife, <PERSON> and his extended family.\n\n<PERSON> was born and raised in <LOCATION> with his parents, attending The University of North Florida. <PERSON> got his Masters degree in Business Management and started his own real estate business soon after. <PERSON> soon took the <LOCATION> area by storm, selling houses faster than he could list them. <PERSON> met his wife <PERSON> during a showing, he was the original realtor for the house and <PERSON> had to contact him in order to show her clients the house. A love blossomed between the two and soon enough they were a real estate dynamic duo; The couple start their own Real estate agency, earning the award of real estate agency of <DATE_TIME> in <DATE_TIME>. Soon after their monumental success <PERSON> and <PERSON> decided to retire in <LOCATION> a quant spot in <LOCATION>; to enjoy the rest of their time together at their beloved <LOCATION> coast.\n\n<PERSON> admired how driven and passionate her late husband was not only at his job but towards their relationship. They never had kids because they loved their life the way it was, and enjoyed the freedom of putting as much blood, sweat, and tears into their business. <PERSON> knew <PERSON> was her soulmate from <DATE_TIME>, she fell in love with his ability to keep a conversation and make the person feel so special. As much as <PERSON> loved his business, he loved his wife more and that always shined through his actions.\n\nReal estate agents from the agency express their deepest condolences to <PERSON>, as they will miss <PERSON> dearly as well. Employees say <PERSON> always had a smile on his face and always knew how to talk to people no matter the situation. <PERSON> inspired every employee and they truly feel as though it was an honor to shadow under him.\n\nIn honor of <PERSON>, a funeral mass at Saint John's Baptist Church, 345 Seashell Circle <LOCATION>, <LOCATION> 34876 on <DATE_TIME> at 4PM. Internment will follow at the Beachside Memorial Park, 3975 Sandy Dunes Street, <LOCATION>, <LOCATION> 34870.</p>\n        </div>\n        <div class=\"flex-item\">\n            <h3>Author 3</h3>\n            <p id=\"a3-text\">Document 1: \nThe Terminator\n\n<PERSON> going back to the future to report to <PERSON> like, \u201cI\u2019m so sorry bro but I fucked your mom and became your dad. \ud83d\ude14\u201d\n\nLoses a lot of momentum in its cutaways to The Future / the quiet scenes with <PERSON> and <PERSON>\u2014 I like it better when it\u2019s in cat-and-mouse chase mode across LA\u2014 but this is less an action movie than it is The Action Movie. T2 rules but I love how elemental this one is. Lighter on dialogue, lighter on plot, just like a well-oiled machine(!) of robot gore and car chases</p>\n        </div>\n    </div>\n</body>\n</html>\n\n", "explanation": "\n<p><strong>The following is a selection of writing style descriptions that our system identified in the text. For each style, we show how much it applies to each of the authors (higher score == more applicability and lower score == less applicability). The lowest score is 0, and the highest is +1. According to this analysis, our AI model made the recommendation below</strong></p>\n<p><strong>Style 1:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is reflective, focusing on past occurrences and maintaining a contemplative tone. They often incorporate additional details to offer further context, utilizing a variety of part-of-speech bigrams to enhance the narrative flow.</em></span></p>\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.57</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.63</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.76</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.42</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n\n<p><strong>Style 2:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is expecting readers to have a basic understanding of related topics and uses a formal tone with technical language. Additionally, the author engages the reader with a friendly approach and provides helpful guidance, creating a welcoming and informative writing style.</em></span></p>\n\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.62</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.48</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.58</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.28</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n<p><strong>Style 3:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is skilled in using formal language and maintains a formal tone throughout their work. They also incorporate various part-of-speech and morphology features to enhance the writing style.</em></span></p>\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.49</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.61</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.71</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.36</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n\n", "gt_idx": 0, "source": "llm_tfidf_rep"}, {"Q_fullText": "Document 1: \nMoleskine Notebook: Teal - Lined\n\nIf you know any writers or artists, a Moleskine notebook makes a perfect gift for those who love to write, journal, or draw. They are also excellent for any students in your life. Their quality is renowned amongst notebook aficionados, and you will find their smooth, buttery faux-leather covers to be incredibly durable and flexible. This notebook is perfectly sized for travel, to bring to work or school to take notes, or to begin to draft a short story or take up the art of journaling. Moleskine notebooks come with a small pocket folder at the back of the notebook, as well as a ribbon to mark your page, should you wish to return to a specific spot in the notebook for later reference. This rich teal-colored notebook will serve you well no matter how you plan to use it, and will help keep your thoughts organized and free your memory for more important tasks. If you are in the market for a new notebook, you can't go wrong with Moleskine.\n\nDocument 2: \nPaperMate Ink Joy Gel Pen - 0.7\n\nPaperMate Ink Joy gel pens come in a dazzling array of colors, from bright red to fiery orange, vibrant green, pink, and purple, as well as a variety of shades of beautiful, rich blues in varying intensities and hues. Ink Joy pens have a smooth, ballpoint tip that rolls across the page with ease, allowing for the quick capture of ideas or objects. They are long-lasting pens whose ink appears bright and legible on the page, no matter the color used. This pen is perfect for writers, students, professionals, artists, or anyone who needs to jot down a quick note. These gel pens are a fantastic addition to any pen collection. Do not leave young children unsupervised with this product.\n\nDocument 3: \nApple iPad - 7th Generation - 128 GB Memory\n\nIf you are in the market for a new tablet, an iPad should be at the top of your list. These sleek devices are not only for the tech savvy but also for anyone with even a casual interest in becoming better connected with friends and family in today's increasingly digital age. iPads are ideal for artists, creators, video content creators, graphic designers, and other people who make their living through art, but they are by no means limited to this demographic. The seamless interface allows anyone to stream videos, edit content, create art, play games, and stay in touch with friends and family members from around the globe. The 7th Generation iPad comes with an interactive touch screen, a responsive display, and so much more. An iPad might also serve as a portal for younger members of the family to interact with the virtual world, and has built-in optional parental controls to protect children from harm and limit their screen time usage. An iPad is a must-have for anyone looking to be better-connected, expand their social network, create content, or simply relax and enjoy a wide array of games at the end of a long, stressful day, and makes a fantastic gift for immediate family members.", "Q_authorID": "c41930b0-e8d8-57dd-9fc8-381c2275fcba", "latent_rank": [0, 1, 2], "system_rank": [{"id": 1, "title": "Author 1", "body": ""}, {"id": 2, "title": "Author 2", "body": ""}, {"id": 3, "title": "Author 3", "body": ""}], "rank_1": "1. Author 1", "rank_2": "2. Author 2", "rank_3": "3. 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family.\n\n<PERSON> was born and raised in <LOCATION> with his parents, attending The University of North Florida. <PERSON> got his Masters degree in Business Management and started his own real estate business soon after. <PERSON> soon took the <LOCATION> area by storm, selling houses faster than he could list them. <PERSON> met his wife <PERSON> during a showing, he was the original realtor for the house and <PERSON> had to contact him in order to show her clients the house. A love blossomed between the two and soon enough they were a real estate dynamic duo; The couple start their own Real estate agency, earning the award of real estate agency of <DATE_TIME> in <DATE_TIME>. Soon after their monumental success <PERSON> and <PERSON> decided to retire in <LOCATION> a quant spot in <LOCATION>; to enjoy the rest of their time together at their beloved <LOCATION> coast.\n\n<PERSON> admired how driven and passionate her late husband was not only at his job but towards their relationship. They never had kids because they loved their life the way it was, and enjoyed the freedom of putting as much blood, sweat, and tears into their business. <PERSON> knew <PERSON> was her soulmate from <DATE_TIME>, she fell in love with his ability to keep a conversation and make the person feel so special. As much as <PERSON> loved his business, he loved his wife more and that always shined through his actions.\n\nReal estate agents from the agency express their deepest condolences to <PERSON>, as they will miss <PERSON> dearly as well. Employees say <PERSON> always had a smile on his face and always knew how to talk to people no matter the situation. <PERSON> inspired every employee and they truly feel as though it was an honor to shadow under him.\n\nIn honor of <PERSON>, a funeral mass at Saint John's Baptist Church, 345 Seashell Circle <LOCATION>, <LOCATION> 34876 on <DATE_TIME> at 4PM. Internment will follow at the Beachside Memorial Park, 3975 Sandy Dunes Street, <LOCATION>, <LOCATION> 34870.", "a0_authorID": "3353a8da-edac-5584-bcac-c8607954d040", "a1_fullText": "Document 1: \nWhen Persistence Pays Off\n\nI was once interviewing for a competitive position at a literary agency. I was informed that I was an excellent candidate for the job and was being seriously considered. In the end, they selected someone else, but I sent them a very nice e-mail thanking them for their time and wishing both my interviewers all the best going forward. Don't you know - about a month later, I got an e-mail saying that one of their hires hadn't worked out, and that the job was mine if I wanted it. Sometimes, persistence (and being kind and professional, no matter what the outcome of the interview) pays off!", "a1_authorID": "c41930b0-e8d8-57dd-9fc8-381c2275fcba", "a2_fullText": "Document 1: \nThe Terminator\n\n<PERSON> going back to the future to report to <PERSON> like, \u201cI\u2019m so sorry bro but I fucked your mom and became your dad. \ud83d\ude14\u201d\n\nLoses a lot of momentum in its cutaways to The Future / the quiet scenes with <PERSON> and <PERSON>\u2014 I like it better when it\u2019s in cat-and-mouse chase mode across LA\u2014 but this is less an action movie than it is The Action Movie. T2 rules but I love how elemental this one is. Lighter on dialogue, lighter on plot, just like a well-oiled machine(!) of robot gore and car chases", "a2_authorID": "eed4b6a5-ef18-9777-31af-f81f2417c65c", "authors_texts_as_html": "\n<!DOCTYPE html>\n<html lang=\"en\">\n<head>\n    <meta charset=\"UTF-8\">\n    <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\">\n    <title>Label Studio HTML</title>\n    <style>\n        .container {\n            overflow: auto;\n            border: solid 1px black;\n            padding: 10px;\n            margin: 0px 20px 5px 0px;\n        }\n        .flex-container {\n            display: flex;\n        }\n        .flex-item {\n            flex: 33%;\n            padding: 10px;\n            margin: 0px 20px 5px 0px;\n            border: solid 1px black;\n        }\n        h3 {\n            text-decoration: underline;\n        }\n    </style>\n</head>\n<body>\n    <div class=\"container\">\n        <h3>Mystery Author</h3>\n        <p id=\"query-text\">Document 1: \nMoleskine Notebook: Teal - Lined\n\nIf you know any writers or artists, a Moleskine notebook makes a perfect gift for those who love to write, journal, or draw. They are also excellent for any students in your life. Their quality is renowned amongst notebook aficionados, and you will find their smooth, buttery faux-leather covers to be incredibly durable and flexible. This notebook is perfectly sized for travel, to bring to work or school to take notes, or to begin to draft a short story or take up the art of journaling. Moleskine notebooks come with a small pocket folder at the back of the notebook, as well as a ribbon to mark your page, should you wish to return to a specific spot in the notebook for later reference. This rich teal-colored notebook will serve you well no matter how you plan to use it, and will help keep your thoughts organized and free your memory for more important tasks. If you are in the market for a new notebook, you can't go wrong with Moleskine.\n\nDocument 2: \nPaperMate Ink Joy Gel Pen - 0.7\n\nPaperMate Ink Joy gel pens come in a dazzling array of colors, from bright red to fiery orange, vibrant green, pink, and purple, as well as a variety of shades of beautiful, rich blues in varying intensities and hues. Ink Joy pens have a smooth, ballpoint tip that rolls across the page with ease, allowing for the quick capture of ideas or objects. They are long-lasting pens whose ink appears bright and legible on the page, no matter the color used. This pen is perfect for writers, students, professionals, artists, or anyone who needs to jot down a quick note. These gel pens are a fantastic addition to any pen collection. Do not leave young children unsupervised with this product.\n\nDocument 3: \nApple iPad - 7th Generation - 128 GB Memory\n\nIf you are in the market for a new tablet, an iPad should be at the top of your list. These sleek devices are not only for the tech savvy but also for anyone with even a casual interest in becoming better connected with friends and family in today's increasingly digital age. iPads are ideal for artists, creators, video content creators, graphic designers, and other people who make their living through art, but they are by no means limited to this demographic. The seamless interface allows anyone to stream videos, edit content, create art, play games, and stay in touch with friends and family members from around the globe. The 7th Generation iPad comes with an interactive touch screen, a responsive display, and so much more. An iPad might also serve as a portal for younger members of the family to interact with the virtual world, and has built-in optional parental controls to protect children from harm and limit their screen time usage. An iPad is a must-have for anyone looking to be better-connected, expand their social network, create content, or simply relax and enjoy a wide array of games at the end of a long, stressful day, and makes a fantastic gift for immediate family members.</p>\n    </div>\n    \n    <div class=\"flex-container\">\n        <div class=\"flex-item\">\n            <h3>Author 1</h3>\n            <p id=\"a1-text\">Document 1: \n<PERSON>, <DATE_TIME>, of <LOCATION>, <LOCATION> passed away <DATE_TIME>.\n\n<PERSON> was born in <LOCATION>, preceded by his Mother, <PERSON> and his Father, <PERSON>.\n\nHe is survived by his Wife, <PERSON> and his extended family.\n\n<PERSON> was born and raised in <LOCATION> with his parents, attending The University of North Florida. <PERSON> got his Masters degree in Business Management and started his own real estate business soon after. <PERSON> soon took the <LOCATION> area by storm, selling houses faster than he could list them. <PERSON> met his wife <PERSON> during a showing, he was the original realtor for the house and <PERSON> had to contact him in order to show her clients the house. A love blossomed between the two and soon enough they were a real estate dynamic duo; The couple start their own Real estate agency, earning the award of real estate agency of <DATE_TIME> in <DATE_TIME>. Soon after their monumental success <PERSON> and <PERSON> decided to retire in <LOCATION> a quant spot in <LOCATION>; to enjoy the rest of their time together at their beloved <LOCATION> coast.\n\n<PERSON> admired how driven and passionate her late husband was not only at his job but towards their relationship. They never had kids because they loved their life the way it was, and enjoyed the freedom of putting as much blood, sweat, and tears into their business. <PERSON> knew <PERSON> was her soulmate from <DATE_TIME>, she fell in love with his ability to keep a conversation and make the person feel so special. As much as <PERSON> loved his business, he loved his wife more and that always shined through his actions.\n\nReal estate agents from the agency express their deepest condolences to <PERSON>, as they will miss <PERSON> dearly as well. Employees say <PERSON> always had a smile on his face and always knew how to talk to people no matter the situation. <PERSON> inspired every employee and they truly feel as though it was an honor to shadow under him.\n\nIn honor of <PERSON>, a funeral mass at Saint John's Baptist Church, 345 Seashell Circle <LOCATION>, <LOCATION> 34876 on <DATE_TIME> at 4PM. Internment will follow at the Beachside Memorial Park, 3975 Sandy Dunes Street, <LOCATION>, <LOCATION> 34870.</p>\n        </div>\n        <div class=\"flex-item\">\n            <h3>Author 2</h3>\n            <p id=\"a2-text\">Document 1: \nWhen Persistence Pays Off\n\nI was once interviewing for a competitive position at a literary agency. I was informed that I was an excellent candidate for the job and was being seriously considered. In the end, they selected someone else, but I sent them a very nice e-mail thanking them for their time and wishing both my interviewers all the best going forward. Don't you know - about a month later, I got an e-mail saying that one of their hires hadn't worked out, and that the job was mine if I wanted it. Sometimes, persistence (and being kind and professional, no matter what the outcome of the interview) pays off!</p>\n        </div>\n        <div class=\"flex-item\">\n            <h3>Author 3</h3>\n            <p id=\"a3-text\">Document 1: \nThe Terminator\n\n<PERSON> going back to the future to report to <PERSON> like, \u201cI\u2019m so sorry bro but I fucked your mom and became your dad. \ud83d\ude14\u201d\n\nLoses a lot of momentum in its cutaways to The Future / the quiet scenes with <PERSON> and <PERSON>\u2014 I like it better when it\u2019s in cat-and-mouse chase mode across LA\u2014 but this is less an action movie than it is The Action Movie. T2 rules but I love how elemental this one is. Lighter on dialogue, lighter on plot, just like a well-oiled machine(!) of robot gore and car chases</p>\n        </div>\n    </div>\n</body>\n</html>\n\n", "explanation": "\n<p><strong>The following is a selection of writing style descriptions that our system identified in the text. For each style, we show how much it applies to each of the authors (higher score == more applicability and lower score == less applicability). The lowest score is 0, and the highest is +1. According to this analysis, our AI model made the recommendation below</strong></p>\n<p><strong>Style 1:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is skilled in using formal language and maintains a formal tone throughout their work. They also incorporate various part-of-speech and morphology features to enhance the writing style.</em></span></p>\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.63</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.71</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.44</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.36</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n\n<p><strong>Style 2:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is reflective, focusing on past occurrences and maintaining a contemplative tone. They often incorporate additional details to offer further context, utilizing a variety of part-of-speech bigrams to enhance the narrative flow.</em></span></p>\n\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.56</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.76</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.36</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.42</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n<p><strong>Style 3:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is known for favoring formal language and using polite and professional communication style. They frequently include extra details and create a connection with the reader through direct engagement in their work. Additionally, the author uses clear language and pronouns followed by adpositions in their writing.</em></span></p>\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.55</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.6</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.39</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.68</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n\n", "gt_idx": 1, "source": "llm_tfidf_rep"}, {"Q_fullText": "Document 1: \nBasic t-shirt from Noke\n\nHave you ever been strike by the varieties of t-shirts in your closet? Sometimes it borders with panic, isn\u2019t it? From now on, forget about this perplexity! The set of Noke basic t-shirts will solve this problem. Made of natural cotton in a strict Scandinavian design, they will be the best solution for you. Noke basic t-shirts are presented in all sizes both men and women from xs to xxxl and in 22 colors and shades. You may choose the ones that compatible with your own style and clothing preferences. Noke basis t-shirts are perfectly fit both casual and officials styles.\n\nDocument 2: \nWater bottle \u201cDesert Star\u201d\n\nThe water bottle \u201cDesert Star\u201d combines both stylish design and high usability features. It is made of stainless steel with no potentially harmful metals or other substances. The lid screws on tightly, so forget about spills! At the same time, the special removable polyester strap helps you to attach this bottle to your backpack or bike and be sure it will be safe. The bottle keeps your water cold and your coffee hot for no less than two and a half hours. You can purchase a small (0.5 liter) or big (0.75 liter) item, based on your personal needs.", "Q_authorID": "d1ec5215-af73-5466-9abc-116240e486e9", "latent_rank": [0, 1, 2], "system_rank": [{"id": 1, "title": "Author 1", "body": ""}, {"id": 2, "title": "Author 2", "body": ""}, {"id": 3, "title": "Author 3", "body": ""}], "rank_1": "1. Author 1", "rank_2": "2. Author 2", "rank_3": "3. 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0.5040496546138792, 0.2579081919432595, 0.7290415065939635, 0.37123442543197294, 0.2280158642987814, 0.31015234731121716, 0.8357881760248854, 0.3758331386346675, 0.1877406739514868, 0.48604450449939185, 0.16992017712293866, 0.3159800435927971, 0.18010621184812184, 0.4033531244882068, 0.46327933639892227, 0.38413392782879896, 0.27935978466063227, 0.8094641786541585, 0.8161259160144879, 0.7813704665612404, 0.26655920948993567, 0.4441053675955728, 0.2220491664486856, 0.2079726728249554, 0.2144486180826654, 0.19008927643660595, 0.3012163409587656]], "rep_clusters": [5, 10, 11], "a0_fullText": "Document 1: \n<PERSON>, <DATE_TIME>, of <LOCATION>, <LOCATION> passed away <DATE_TIME>.\n\n<PERSON> was born in <LOCATION>, preceded by his Mother, <PERSON> and his Father, <PERSON>.\n\nHe is survived by his Wife, <PERSON> and his extended family.\n\n<PERSON> was born and raised in <LOCATION> with his parents, attending The University of North Florida. <PERSON> got his Masters degree in Business Management and started his own real estate business soon after. <PERSON> soon took the <LOCATION> area by storm, selling houses faster than he could list them. <PERSON> met his wife <PERSON> during a showing, he was the original realtor for the house and <PERSON> had to contact him in order to show her clients the house. A love blossomed between the two and soon enough they were a real estate dynamic duo; The couple start their own Real estate agency, earning the award of real estate agency of <DATE_TIME> in <DATE_TIME>. Soon after their monumental success <PERSON> and <PERSON> decided to retire in <LOCATION> a quant spot in <LOCATION>; to enjoy the rest of their time together at their beloved <LOCATION> coast.\n\n<PERSON> admired how driven and passionate her late husband was not only at his job but towards their relationship. They never had kids because they loved their life the way it was, and enjoyed the freedom of putting as much blood, sweat, and tears into their business. <PERSON> knew <PERSON> was her soulmate from <DATE_TIME>, she fell in love with his ability to keep a conversation and make the person feel so special. As much as <PERSON> loved his business, he loved his wife more and that always shined through his actions.\n\nReal estate agents from the agency express their deepest condolences to <PERSON>, as they will miss <PERSON> dearly as well. Employees say <PERSON> always had a smile on his face and always knew how to talk to people no matter the situation. <PERSON> inspired every employee and they truly feel as though it was an honor to shadow under him.\n\nIn honor of <PERSON>, a funeral mass at Saint John's Baptist Church, 345 Seashell Circle <LOCATION>, <LOCATION> 34876 on <DATE_TIME> at 4PM. Internment will follow at the Beachside Memorial Park, 3975 Sandy Dunes Street, <LOCATION>, <LOCATION> 34870.", "a0_authorID": "3353a8da-edac-5584-bcac-c8607954d040", "a1_fullText": "Document 1: \nJeopardy! as a show not only for nerds.\n\nJeopardy!, a quizz show on American TV is known for his rather conservative and calm style of hosting, which didn't change for decades. Some people consider it as a drawback: who can be interested in seeing three people buzzing and answering strange questions about everything in the world? I think however, that this contest is breathtaking in its own way. Really, it is rarely when one can see the competition between peoples' knowledge, not some weird stuff. And definitely there is a shortage of such shows on American TV. Not to mention you can check your own knowledge and brag with it with your friends afterwards.", "a1_authorID": "d1ec5215-af73-5466-9abc-116240e486e9", "a2_fullText": "Document 1: \nThe Terminator\n\n<PERSON> going back to the future to report to <PERSON> like, \u201cI\u2019m so sorry bro but I fucked your mom and became your dad. \ud83d\ude14\u201d\n\nLoses a lot of momentum in its cutaways to The Future / the quiet scenes with <PERSON> and <PERSON>\u2014 I like it better when it\u2019s in cat-and-mouse chase mode across LA\u2014 but this is less an action movie than it is The Action Movie. T2 rules but I love how elemental this one is. Lighter on dialogue, lighter on plot, just like a well-oiled machine(!) of robot gore and car chases", "a2_authorID": "eed4b6a5-ef18-9777-31af-f81f2417c65c", "authors_texts_as_html": "\n<!DOCTYPE html>\n<html lang=\"en\">\n<head>\n    <meta charset=\"UTF-8\">\n    <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\">\n    <title>Label Studio HTML</title>\n    <style>\n        .container {\n            overflow: auto;\n            border: solid 1px black;\n            padding: 10px;\n            margin: 0px 20px 5px 0px;\n        }\n        .flex-container {\n            display: flex;\n        }\n        .flex-item {\n            flex: 33%;\n            padding: 10px;\n            margin: 0px 20px 5px 0px;\n            border: solid 1px black;\n        }\n        h3 {\n            text-decoration: underline;\n        }\n    </style>\n</head>\n<body>\n    <div class=\"container\">\n        <h3>Mystery Author</h3>\n        <p id=\"query-text\">Document 1: \nBasic t-shirt from Noke\n\nHave you ever been strike by the varieties of t-shirts in your closet? Sometimes it borders with panic, isn\u2019t it? From now on, forget about this perplexity! The set of Noke basic t-shirts will solve this problem. Made of natural cotton in a strict Scandinavian design, they will be the best solution for you. Noke basic t-shirts are presented in all sizes both men and women from xs to xxxl and in 22 colors and shades. You may choose the ones that compatible with your own style and clothing preferences. Noke basis t-shirts are perfectly fit both casual and officials styles.\n\nDocument 2: \nWater bottle \u201cDesert Star\u201d\n\nThe water bottle \u201cDesert Star\u201d combines both stylish design and high usability features. It is made of stainless steel with no potentially harmful metals or other substances. The lid screws on tightly, so forget about spills! At the same time, the special removable polyester strap helps you to attach this bottle to your backpack or bike and be sure it will be safe. The bottle keeps your water cold and your coffee hot for no less than two and a half hours. You can purchase a small (0.5 liter) or big (0.75 liter) item, based on your personal needs.</p>\n    </div>\n    \n    <div class=\"flex-container\">\n        <div class=\"flex-item\">\n            <h3>Author 1</h3>\n            <p id=\"a1-text\">Document 1: \n<PERSON>, <DATE_TIME>, of <LOCATION>, <LOCATION> passed away <DATE_TIME>.\n\n<PERSON> was born in <LOCATION>, preceded by his Mother, <PERSON> and his Father, <PERSON>.\n\nHe is survived by his Wife, <PERSON> and his extended family.\n\n<PERSON> was born and raised in <LOCATION> with his parents, attending The University of North Florida. <PERSON> got his Masters degree in Business Management and started his own real estate business soon after. <PERSON> soon took the <LOCATION> area by storm, selling houses faster than he could list them. <PERSON> met his wife <PERSON> during a showing, he was the original realtor for the house and <PERSON> had to contact him in order to show her clients the house. A love blossomed between the two and soon enough they were a real estate dynamic duo; The couple start their own Real estate agency, earning the award of real estate agency of <DATE_TIME> in <DATE_TIME>. Soon after their monumental success <PERSON> and <PERSON> decided to retire in <LOCATION> a quant spot in <LOCATION>; to enjoy the rest of their time together at their beloved <LOCATION> coast.\n\n<PERSON> admired how driven and passionate her late husband was not only at his job but towards their relationship. They never had kids because they loved their life the way it was, and enjoyed the freedom of putting as much blood, sweat, and tears into their business. <PERSON> knew <PERSON> was her soulmate from <DATE_TIME>, she fell in love with his ability to keep a conversation and make the person feel so special. As much as <PERSON> loved his business, he loved his wife more and that always shined through his actions.\n\nReal estate agents from the agency express their deepest condolences to <PERSON>, as they will miss <PERSON> dearly as well. Employees say <PERSON> always had a smile on his face and always knew how to talk to people no matter the situation. <PERSON> inspired every employee and they truly feel as though it was an honor to shadow under him.\n\nIn honor of <PERSON>, a funeral mass at Saint John's Baptist Church, 345 Seashell Circle <LOCATION>, <LOCATION> 34876 on <DATE_TIME> at 4PM. Internment will follow at the Beachside Memorial Park, 3975 Sandy Dunes Street, <LOCATION>, <LOCATION> 34870.</p>\n        </div>\n        <div class=\"flex-item\">\n            <h3>Author 2</h3>\n            <p id=\"a2-text\">Document 1: \nJeopardy! as a show not only for nerds.\n\nJeopardy!, a quizz show on American TV is known for his rather conservative and calm style of hosting, which didn't change for decades. Some people consider it as a drawback: who can be interested in seeing three people buzzing and answering strange questions about everything in the world? I think however, that this contest is breathtaking in its own way. Really, it is rarely when one can see the competition between peoples' knowledge, not some weird stuff. And definitely there is a shortage of such shows on American TV. Not to mention you can check your own knowledge and brag with it with your friends afterwards.</p>\n        </div>\n        <div class=\"flex-item\">\n            <h3>Author 3</h3>\n            <p id=\"a3-text\">Document 1: \nThe Terminator\n\n<PERSON> going back to the future to report to <PERSON> like, \u201cI\u2019m so sorry bro but I fucked your mom and became your dad. \ud83d\ude14\u201d\n\nLoses a lot of momentum in its cutaways to The Future / the quiet scenes with <PERSON> and <PERSON>\u2014 I like it better when it\u2019s in cat-and-mouse chase mode across LA\u2014 but this is less an action movie than it is The Action Movie. T2 rules but I love how elemental this one is. Lighter on dialogue, lighter on plot, just like a well-oiled machine(!) of robot gore and car chases</p>\n        </div>\n    </div>\n</body>\n</html>\n\n", "explanation": "\n<p><strong>The following is a selection of writing style descriptions that our system identified in the text. For each style, we show how much it applies to each of the authors (higher score == more applicability and lower score == less applicability). The lowest score is 0, and the highest is +1. According to this analysis, our AI model made the recommendation below</strong></p>\n<p><strong>Style 1:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is reflective, focusing on past occurrences and maintaining a contemplative tone. They often incorporate additional details to offer further context, utilizing a variety of part-of-speech bigrams to enhance the narrative flow.</em></span></p>\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.61</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.76</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.39</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.42</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n\n<p><strong>Style 2:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is adept at providing clear explanations of technical terminology and utilizes a formal writing style with advanced language and intricate sentence structures. Additionally, the author avoids complex sentence structures and incorporates participle verb forms effectively in the writing.</em></span></p>\n\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.64</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.56</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.28</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.28</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n<p><strong>Style 3:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is skilled in using formal language and maintains a formal tone throughout their work. They also incorporate various part-of-speech and morphology features to enhance the writing style.</em></span></p>\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.49</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.71</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.4</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.36</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n\n", "gt_idx": 1, "source": "llm_tfidf_rep"}, {"Q_fullText": "Document 1: \nCordless vacuum cleaner from Mecrsi, easy to use, work on all surfaces, 450 watts, 36 kPa, cleaning carpets, floors and car seats, low noise, lightweight\n\nUnparalleled cleaning power, thanks to the powerful 450 watts motor, capable of providing 36 kPa of suction power, this vacuum will remove all types of dirt, dust, pet hair, wet dirt, food residue, with a capacity of 2 litres, works for 20 minutes on high performance mode, and for 40 minutes on normal mode, 6 cell battery with a capacity of 8000 mAh fully charged in 90 minutes, durable structure, weight 4.5 kg, easy to carry and store, equipped with LED light for east use in dark places, and a 180 degree flexible cleaning brush, multi stage filtration system\n\nDocument 2: \nDJI mavic drone, high resolution camera, 6 different flight modes, available in several colors, 5500 mAh battery, fast charging feature\n\nIf you are a fan of outdoor activities, this drone will be excellent for recording your activities outside, it is equipped with a 51 megapixel camera, 4 different recording modes, 6 different flight modes, a battery that provides 35 minutes of flight time, a charger capable of fully recharging the battery within 24 minutes, blades made of carbon fiber, weight 480 grams, 4 high performance motors, possibility of replacing the camera, 1500 meters distance, 1000 meters high, GPS location, for age 13 and above, low noise, comes with a fast charger, controller, repairing tools, extra battery, USB cable\n\nDocument 3: \nHolystone foldable drone, easy to use, safe, lightweight, low noise, safe blades, one return button, 1600 mah battery, automatic swings, intended for children and beginners\n\nwith its small size and light weight this drone provides a lot of fun for children and is ideal for beginners, 20 minutes of flight time, possibility of fully charging in 30 minutes, control range of 50 meters indoors, and 75 meters outdoors, changeable battery, a controller that provides 5 different flight modes, and the possibility of automatic return and landing with the push of a button, available in several colors, the propellers are made of rubber to ensure safety, comes with a charger, extra battery, controller, instruction booklet, plastic storage box.", "Q_authorID": "7699df66-863f-5c8e-9801-704868a3822d", "latent_rank": [0, 1, 2], "system_rank": [{"id": 1, "title": "Author 1", "body": ""}, {"id": 2, "title": "Author 2", "body": ""}, {"id": 3, "title": "Author 3", "body": ""}], "rank_1": "1. 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0.5013635606358455, 0.5064947449357249, 0.38009219496654567, 0.38879083411416165, 0.3982939947594927, 0.2536163580704768, 0.43619934423376655, 0.5452479315568357, 0.29180829099541994, 0.35332541522924366, 0.3689236438465183, 0.3024338942814809]], "rep_clusters": [38, 5, 7], "a0_fullText": "Document 1: \nMy lizard rejects its new partner\n\nI have had a lizard for about a year, and I adopted a new one a month ago, but my lizard refuses to share space or food and keeps attacking the new one, and it has not been normal since I adopted the second one, even though my reptile terrarium is very large and it is enough for at least 5 lizards, and I also provide them with a large amount of food.\n\nHow can I solve this problem my friends, I don't want to have to buy another reptile terrarium, so how can I make my lizard less aggressive towards the new guest?\n\nhave any of you encountered a problem like this before? any advice would be very helpful.\n\nDocument 2: \nI think you should watch Barbie, it is really not what you think, because this movie has restored people`s love for this type of movies after a long time, and it carries a positive message for everyone, and mixes imagination, fun, music and a lot of pink to create a wonderful scenes, and it tells the story of <PERSON> and her friends in a fantasy world, and you will laugh a lot because of all the situations that the main characters are exposed to, and this movie will give you a dose of optimism, and it will be enough to get you out of your bad mood, and it is not very long and does not contain any boring scenes at all.\n\nDocument 3: \nCustomers have nothing to do with your car breaking down.\n\nWhile I was on my way to work, my car broke down, and I arrived late and heard a few negative words form my manager, and while I was working and serving coffee to customers I received an email form the maintenance company informing me of the bill for repairing my car, and it was a very large amount of money, so I became so angry that I forgot where I was, I didn't notice that the customers were around me and were talking to me so I shouted at them in a very loud voice and told them to be silent, then I looked behind me to find by manager standing afraid, and the customers were afraid as well.\n\nIt all ended after I apologized to them sincerely but I am sure they thought I had a serious problems with my brain, I mean who would yell at their customers like that.\n\nAnyway, make sure to remain calm with clients, as they have nothing to do with your personal problems.", "a0_authorID": "7699df66-863f-5c8e-9801-704868a3822d", "a1_fullText": "Document 1: \nmy cat is in distress and i don\u2019t understand why\n\nmy cat has recently taken a liking to my roommate, when i try to pick him up & take him to my room he runs away, meows really loud, and makes me chase him around the coffee table.\n\nanyway what\u2019s really concerning me is that at least 3 times a day, i\u2019ll come out to grab him so he stops meowing at my roommates door. he makes me follow him into the kitchen, and he sits and meows at our little pantry area\n\nhe is meowing like he wants food or something specific in that area, but his food and water are located in my room. i have no idea what it is, i don\u2019t know what to do and it\u2019s making me so sad that i can\u2019t understand him. what does he want??? this has been going on for weeks", "a1_authorID": "a5a1cfde-6e00-5a93-86ae-167f78aefd02", "a2_fullText": "Document 1: \nMy call centre job is awful\n\nEverything that could go wrong has\u2026. Unsupportive and rude supervisors. Overly critical moody and unkind coworkers. We have hot desks and so we can sit wherever we want and yet apparently I sat in someone else\u2019s seat today and she wasn\u2019t happy about it. It\u2019s such a small call centre I can\u2019t get away from these rude and unsupportive people.\n\nI\u2019m the newest one and yet supervisors never ask how I am or if I am enjoying the work or coping ok. They only write nasty negative emails to me without explaining what they mean or actually training me. I had arranged to meet with the boss yesterday but he didn\u2019t have time and then today when I asked him about the meeting he was extremely rude and made me feel awful for asking (this is my first time asking for a meeting with anyone). I wanted to explain how I feel isolated how no one is helping me, how my training was inadequate, how my co workers are unfriendly and rude (one in particular keeps harassing me and criticising me). Yet he responded in exactly the same way so I understand it\u2019s the environment here. They are nasty and just do not care.\n\nDisappointed as I tried so hard my first month here. My confidence has been shaken and it\u2019s truly awful. I can do the monotonous work well I think but the people are unhelpful unkind and so unsupportive. I trained people at my last job and I\u2019m shocked at the attitude of \u201csupervisors\u201d here.", "a2_authorID": "f23ecc91-e465-b962-403c-4f7b5f83a125", "authors_texts_as_html": "\n<!DOCTYPE html>\n<html lang=\"en\">\n<head>\n    <meta charset=\"UTF-8\">\n    <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\">\n    <title>Label Studio HTML</title>\n    <style>\n        .container {\n            overflow: auto;\n            border: solid 1px black;\n            padding: 10px;\n            margin: 0px 20px 5px 0px;\n        }\n        .flex-container {\n            display: flex;\n        }\n        .flex-item {\n            flex: 33%;\n            padding: 10px;\n            margin: 0px 20px 5px 0px;\n            border: solid 1px black;\n        }\n        h3 {\n            text-decoration: underline;\n        }\n    </style>\n</head>\n<body>\n    <div class=\"container\">\n        <h3>Mystery Author</h3>\n        <p id=\"query-text\">Document 1: \nCordless vacuum cleaner from Mecrsi, easy to use, work on all surfaces, 450 watts, 36 kPa, cleaning carpets, floors and car seats, low noise, lightweight\n\nUnparalleled cleaning power, thanks to the powerful 450 watts motor, capable of providing 36 kPa of suction power, this vacuum will remove all types of dirt, dust, pet hair, wet dirt, food residue, with a capacity of 2 litres, works for 20 minutes on high performance mode, and for 40 minutes on normal mode, 6 cell battery with a capacity of 8000 mAh fully charged in 90 minutes, durable structure, weight 4.5 kg, easy to carry and store, equipped with LED light for east use in dark places, and a 180 degree flexible cleaning brush, multi stage filtration system\n\nDocument 2: \nDJI mavic drone, high resolution camera, 6 different flight modes, available in several colors, 5500 mAh battery, fast charging feature\n\nIf you are a fan of outdoor activities, this drone will be excellent for recording your activities outside, it is equipped with a 51 megapixel camera, 4 different recording modes, 6 different flight modes, a battery that provides 35 minutes of flight time, a charger capable of fully recharging the battery within 24 minutes, blades made of carbon fiber, weight 480 grams, 4 high performance motors, possibility of replacing the camera, 1500 meters distance, 1000 meters high, GPS location, for age 13 and above, low noise, comes with a fast charger, controller, repairing tools, extra battery, USB cable\n\nDocument 3: \nHolystone foldable drone, easy to use, safe, lightweight, low noise, safe blades, one return button, 1600 mah battery, automatic swings, intended for children and beginners\n\nwith its small size and light weight this drone provides a lot of fun for children and is ideal for beginners, 20 minutes of flight time, possibility of fully charging in 30 minutes, control range of 50 meters indoors, and 75 meters outdoors, changeable battery, a controller that provides 5 different flight modes, and the possibility of automatic return and landing with the push of a button, available in several colors, the propellers are made of rubber to ensure safety, comes with a charger, extra battery, controller, instruction booklet, plastic storage box.</p>\n    </div>\n    \n    <div class=\"flex-container\">\n        <div class=\"flex-item\">\n            <h3>Author 1</h3>\n            <p id=\"a1-text\">Document 1: \nMy lizard rejects its new partner\n\nI have had a lizard for about a year, and I adopted a new one a month ago, but my lizard refuses to share space or food and keeps attacking the new one, and it has not been normal since I adopted the second one, even though my reptile terrarium is very large and it is enough for at least 5 lizards, and I also provide them with a large amount of food.\n\nHow can I solve this problem my friends, I don't want to have to buy another reptile terrarium, so how can I make my lizard less aggressive towards the new guest?\n\nhave any of you encountered a problem like this before? any advice would be very helpful.\n\nDocument 2: \nI think you should watch Barbie, it is really not what you think, because this movie has restored people`s love for this type of movies after a long time, and it carries a positive message for everyone, and mixes imagination, fun, music and a lot of pink to create a wonderful scenes, and it tells the story of <PERSON> and her friends in a fantasy world, and you will laugh a lot because of all the situations that the main characters are exposed to, and this movie will give you a dose of optimism, and it will be enough to get you out of your bad mood, and it is not very long and does not contain any boring scenes at all.\n\nDocument 3: \nCustomers have nothing to do with your car breaking down.\n\nWhile I was on my way to work, my car broke down, and I arrived late and heard a few negative words form my manager, and while I was working and serving coffee to customers I received an email form the maintenance company informing me of the bill for repairing my car, and it was a very large amount of money, so I became so angry that I forgot where I was, I didn't notice that the customers were around me and were talking to me so I shouted at them in a very loud voice and told them to be silent, then I looked behind me to find by manager standing afraid, and the customers were afraid as well.\n\nIt all ended after I apologized to them sincerely but I am sure they thought I had a serious problems with my brain, I mean who would yell at their customers like that.\n\nAnyway, make sure to remain calm with clients, as they have nothing to do with your personal problems.</p>\n        </div>\n        <div class=\"flex-item\">\n            <h3>Author 2</h3>\n            <p id=\"a2-text\">Document 1: \nmy cat is in distress and i don\u2019t understand why\n\nmy cat has recently taken a liking to my roommate, when i try to pick him up & take him to my room he runs away, meows really loud, and makes me chase him around the coffee table.\n\nanyway what\u2019s really concerning me is that at least 3 times a day, i\u2019ll come out to grab him so he stops meowing at my roommates door. he makes me follow him into the kitchen, and he sits and meows at our little pantry area\n\nhe is meowing like he wants food or something specific in that area, but his food and water are located in my room. i have no idea what it is, i don\u2019t know what to do and it\u2019s making me so sad that i can\u2019t understand him. what does he want??? this has been going on for weeks</p>\n        </div>\n        <div class=\"flex-item\">\n            <h3>Author 3</h3>\n            <p id=\"a3-text\">Document 1: \nMy call centre job is awful\n\nEverything that could go wrong has\u2026. Unsupportive and rude supervisors. Overly critical moody and unkind coworkers. We have hot desks and so we can sit wherever we want and yet apparently I sat in someone else\u2019s seat today and she wasn\u2019t happy about it. It\u2019s such a small call centre I can\u2019t get away from these rude and unsupportive people.\n\nI\u2019m the newest one and yet supervisors never ask how I am or if I am enjoying the work or coping ok. They only write nasty negative emails to me without explaining what they mean or actually training me. I had arranged to meet with the boss yesterday but he didn\u2019t have time and then today when I asked him about the meeting he was extremely rude and made me feel awful for asking (this is my first time asking for a meeting with anyone). I wanted to explain how I feel isolated how no one is helping me, how my training was inadequate, how my co workers are unfriendly and rude (one in particular keeps harassing me and criticising me). Yet he responded in exactly the same way so I understand it\u2019s the environment here. They are nasty and just do not care.\n\nDisappointed as I tried so hard my first month here. My confidence has been shaken and it\u2019s truly awful. I can do the monotonous work well I think but the people are unhelpful unkind and so unsupportive. I trained people at my last job and I\u2019m shocked at the attitude of \u201csupervisors\u201d here.</p>\n        </div>\n    </div>\n</body>\n</html>\n\n", "explanation": "\n<p><strong>The following is a selection of writing style descriptions that our system identified in the text. For each style, we show how much it applies to each of the authors (higher score == more applicability and lower score == less applicability). The lowest score is 0, and the highest is +1. According to this analysis, our AI model made the recommendation below</strong></p>\n<p><strong>Style 1:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is using a variety of linguistic features such as coordinating conjunctions, comparative conjunction types, and plural number morphology tags. The author also employs specific part-of-speech bigrams like noun followed by particle and noun followed by adposition to enhance the text's structure and flow. Overall, the author demonstrates a deliberate and diverse approach to language usage in their writing.</em></span></p>\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.62</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.59</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.48</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.34</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n\n<p><strong>Style 2:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is reflective, focusing on past occurrences and maintaining a contemplative tone. They often incorporate additional details to offer further context, utilizing a variety of part-of-speech bigrams to enhance the narrative flow.</em></span></p>\n\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.56</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.56</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.65</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.57</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n<p><strong>Style 3:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author expects a basic understanding of related topics and provides clear explanations in a professional and educational style. The author also uses proper nouns followed by nouns and numerals followed by punctuation to enhance the material.</em></span></p>\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.6</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.48</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.49</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.52</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n\n", "gt_idx": 0, "source": "llm_tfidf_rep"}, {"Q_fullText": "Document 1: \nSperax Walking Pad for Under the Desk Treadmill 48\"D x 19.6\"W x 4.6\"H\n\nThe Sperax Treadmill is the perfect at home treadmill that can accommodate your working needs as well as your fitness goals. This light weight and portable walking pad allows for your to maximize the space you have. The sleek look of this treadmill allows it to also look nice in your space as well. The sleek design is also very slim which makes it easy for you to store it within any small space you have. The treadmill also comes with a remote controller to easily adjust the settings and speed to whatever works best for you. This treadmill also features wheels that make it that much easier to move around. You should not have to sacrifice your fitness goals for your 9-5. You can do both! Take a break from your chair and give your body the movement it deserves, truly a win win.\n\nDocument 2: \nZink Kodak Step Wireless Color Photo Printer 4.65\"D x 3\"W x 0.9\"H\n\nThis Portable Printer prints out 2x3 inch images easily from your capable bluetooth device. You can easily and efficiently print images from your phone with the easy to use Kodak app and Zink Wireless Color Printer. This device is so small and portable, you can easily store this printer in any drawer, shelf, basket, bag, etc. The pictures are perfect size for putting in your car, on your computer, on your desk, on a collage, etc. The simple design is extremely appealing to look at and only has one button that allows you to turn it on and off. You do have to buy refillable paper but the packs you buy from Kodak are by the 50 count.", "Q_authorID": "3353a8da-edac-5584-bcac-c8607954d040", "latent_rank": [0, 1, 2], "system_rank": [{"id": 1, "title": "Author 1", "body": ""}, {"id": 2, "title": "Author 2", "body": ""}, {"id": 3, "title": "Author 3", "body": ""}], "rank_1": "1. Author 1", "rank_2": "2. Author 2", "rank_3": "3. 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A love blossomed between the two and soon enough they were a real estate dynamic duo; The couple start their own Real estate agency, earning the award of real estate agency of <DATE_TIME> in <DATE_TIME>. Soon after their monumental success <PERSON> and <PERSON> decided to retire in <LOCATION> a quant spot in <LOCATION>; to enjoy the rest of their time together at their beloved <LOCATION> coast.\n\n<PERSON> admired how driven and passionate her late husband was not only at his job but towards their relationship. They never had kids because they loved their life the way it was, and enjoyed the freedom of putting as much blood, sweat, and tears into their business. <PERSON> knew <PERSON> was her soulmate from <DATE_TIME>, she fell in love with his ability to keep a conversation and make the person feel so special. As much as <PERSON> loved his business, he loved his wife more and that always shined through his actions.\n\nReal estate agents from the agency express their deepest condolences to <PERSON>, as they will miss <PERSON> dearly as well. Employees say <PERSON> always had a smile on his face and always knew how to talk to people no matter the situation. <PERSON> inspired every employee and they truly feel as though it was an honor to shadow under him.\n\nIn honor of <PERSON>, a funeral mass at Saint John's Baptist Church, 345 Seashell Circle <LOCATION>, <LOCATION> 34876 on <DATE_TIME> at 4PM. Internment will follow at the Beachside Memorial Park, 3975 Sandy Dunes Street, <LOCATION>, <LOCATION> 34870.\n\nDocument 2: \nThe infamous sponge from the creator <PERSON> most known from its appearances on Nickelodeon is now featured on Hulu! Follow the animated adventures of <PERSON>, his snail <PERSON>, sidekick <PERSON>, neighbor <PERSON>, boss Mr. <PERSON>, <PERSON>, and many more beloved characters from the Bikini Bottom. Each episode captivates viewers attention by <PERSON>'s optimistic and lovable personality. <PERSON> teaches life lessons to children through his drive and enthusiasm to show up everyday and being a Fry Cook at the Krusty Krab. His positive intentions on customers, his work, boss, and job shows the importance of being kind and hard working. However, <PERSON> and <PERSON>'s childlike sense of humor, outlook on life, and exciting adventures captures adults attention as well. <PERSON> is inspiring to everyone by always lending a helping hand, having the best intentions towards others, and most importantly his entertaining life living in a pineapple under the sea.\n\nDocument 3: \nShould I let my daughter get a snake?\n\nMy daughter is 16 years old sophomore in high school with a part time job. She has been begging me for permission to get her own pet snake, but I am hesitant.....\n\nI have always had a fear of snakes and letting my underage child have a pet snake under my roof does not sit well with me in the slightest.\n\nI trust her and I know she is very responsible, but with her busy teenage life I am concerned she will not take her pet ownership as serious as she should.\n\nShe offered to pay for the tank, food, vet bills, etc. Which is not the problem in the first place, but it is appreciated and mature of her. I just worry that she will get bored with the snake and be financially obliged to it.\n\nI am seeking advice from other parents going through similar situations or have in the past to give insight on how to handle this.\n\nI don't want my daughter to hate me but, I also don't want her to regret long term responsibility.\n\nAny advice or comments would be appreciated, thank you!", "a0_authorID": "3353a8da-edac-5584-bcac-c8607954d040", "a1_fullText": "Document 1: \nmy cat is in distress and i don\u2019t understand why\n\nmy cat has recently taken a liking to my roommate, when i try to pick him up & take him to my room he runs away, meows really loud, and makes me chase him around the coffee table.\n\nanyway what\u2019s really concerning me is that at least 3 times a day, i\u2019ll come out to grab him so he stops meowing at my roommates door. he makes me follow him into the kitchen, and he sits and meows at our little pantry area\n\nhe is meowing like he wants food or something specific in that area, but his food and water are located in my room. i have no idea what it is, i don\u2019t know what to do and it\u2019s making me so sad that i can\u2019t understand him. what does he want??? this has been going on for weeks", "a1_authorID": "a5a1cfde-6e00-5a93-86ae-167f78aefd02", "a2_fullText": "Document 1: \nMy call centre job is awful\n\nEverything that could go wrong has\u2026. Unsupportive and rude supervisors. Overly critical moody and unkind coworkers. We have hot desks and so we can sit wherever we want and yet apparently I sat in someone else\u2019s seat today and she wasn\u2019t happy about it. It\u2019s such a small call centre I can\u2019t get away from these rude and unsupportive people.\n\nI\u2019m the newest one and yet supervisors never ask how I am or if I am enjoying the work or coping ok. They only write nasty negative emails to me without explaining what they mean or actually training me. I had arranged to meet with the boss yesterday but he didn\u2019t have time and then today when I asked him about the meeting he was extremely rude and made me feel awful for asking (this is my first time asking for a meeting with anyone). I wanted to explain how I feel isolated how no one is helping me, how my training was inadequate, how my co workers are unfriendly and rude (one in particular keeps harassing me and criticising me). Yet he responded in exactly the same way so I understand it\u2019s the environment here. They are nasty and just do not care.\n\nDisappointed as I tried so hard my first month here. My confidence has been shaken and it\u2019s truly awful. I can do the monotonous work well I think but the people are unhelpful unkind and so unsupportive. I trained people at my last job and I\u2019m shocked at the attitude of \u201csupervisors\u201d here.", "a2_authorID": "f23ecc91-e465-b962-403c-4f7b5f83a125", "authors_texts_as_html": "\n<!DOCTYPE html>\n<html lang=\"en\">\n<head>\n    <meta charset=\"UTF-8\">\n    <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\">\n    <title>Label Studio HTML</title>\n    <style>\n        .container {\n            overflow: auto;\n            border: solid 1px black;\n            padding: 10px;\n            margin: 0px 20px 5px 0px;\n        }\n        .flex-container {\n            display: flex;\n        }\n        .flex-item {\n            flex: 33%;\n            padding: 10px;\n            margin: 0px 20px 5px 0px;\n            border: solid 1px black;\n        }\n        h3 {\n            text-decoration: underline;\n        }\n    </style>\n</head>\n<body>\n    <div class=\"container\">\n        <h3>Mystery Author</h3>\n        <p id=\"query-text\">Document 1: \nSperax Walking Pad for Under the Desk Treadmill 48\"D x 19.6\"W x 4.6\"H\n\nThe Sperax Treadmill is the perfect at home treadmill that can accommodate your working needs as well as your fitness goals. This light weight and portable walking pad allows for your to maximize the space you have. The sleek look of this treadmill allows it to also look nice in your space as well. The sleek design is also very slim which makes it easy for you to store it within any small space you have. The treadmill also comes with a remote controller to easily adjust the settings and speed to whatever works best for you. This treadmill also features wheels that make it that much easier to move around. You should not have to sacrifice your fitness goals for your 9-5. You can do both! Take a break from your chair and give your body the movement it deserves, truly a win win.\n\nDocument 2: \nZink Kodak Step Wireless Color Photo Printer 4.65\"D x 3\"W x 0.9\"H\n\nThis Portable Printer prints out 2x3 inch images easily from your capable bluetooth device. You can easily and efficiently print images from your phone with the easy to use Kodak app and Zink Wireless Color Printer. This device is so small and portable, you can easily store this printer in any drawer, shelf, basket, bag, etc. The pictures are perfect size for putting in your car, on your computer, on your desk, on a collage, etc. The simple design is extremely appealing to look at and only has one button that allows you to turn it on and off. You do have to buy refillable paper but the packs you buy from Kodak are by the 50 count.</p>\n    </div>\n    \n    <div class=\"flex-container\">\n        <div class=\"flex-item\">\n            <h3>Author 1</h3>\n            <p id=\"a1-text\">Document 1: \n<PERSON>, <DATE_TIME>, of <LOCATION>, <LOCATION> passed away <DATE_TIME>.\n\n<PERSON> was born in <LOCATION>, preceded by his Mother, <PERSON> and his Father, <PERSON>.\n\nHe is survived by his Wife, <PERSON> and his extended family.\n\n<PERSON> was born and raised in <LOCATION> with his parents, attending The University of North Florida. <PERSON> got his Masters degree in Business Management and started his own real estate business soon after. <PERSON> soon took the <LOCATION> area by storm, selling houses faster than he could list them. <PERSON> met his wife <PERSON> during a showing, he was the original realtor for the house and <PERSON> had to contact him in order to show her clients the house. A love blossomed between the two and soon enough they were a real estate dynamic duo; The couple start their own Real estate agency, earning the award of real estate agency of <DATE_TIME> in <DATE_TIME>. Soon after their monumental success <PERSON> and <PERSON> decided to retire in <LOCATION> a quant spot in <LOCATION>; to enjoy the rest of their time together at their beloved <LOCATION> coast.\n\n<PERSON> admired how driven and passionate her late husband was not only at his job but towards their relationship. They never had kids because they loved their life the way it was, and enjoyed the freedom of putting as much blood, sweat, and tears into their business. <PERSON> knew <PERSON> was her soulmate from <DATE_TIME>, she fell in love with his ability to keep a conversation and make the person feel so special. As much as <PERSON> loved his business, he loved his wife more and that always shined through his actions.\n\nReal estate agents from the agency express their deepest condolences to <PERSON>, as they will miss <PERSON> dearly as well. Employees say <PERSON> always had a smile on his face and always knew how to talk to people no matter the situation. <PERSON> inspired every employee and they truly feel as though it was an honor to shadow under him.\n\nIn honor of <PERSON>, a funeral mass at Saint John's Baptist Church, 345 Seashell Circle <LOCATION>, <LOCATION> 34876 on <DATE_TIME> at 4PM. Internment will follow at the Beachside Memorial Park, 3975 Sandy Dunes Street, <LOCATION>, <LOCATION> 34870.\n\nDocument 2: \nThe infamous sponge from the creator <PERSON> most known from its appearances on Nickelodeon is now featured on Hulu! Follow the animated adventures of <PERSON>, his snail <PERSON>, sidekick <PERSON>, neighbor <PERSON>, boss Mr. <PERSON>, <PERSON>, and many more beloved characters from the Bikini Bottom. Each episode captivates viewers attention by <PERSON>'s optimistic and lovable personality. <PERSON> teaches life lessons to children through his drive and enthusiasm to show up everyday and being a Fry Cook at the Krusty Krab. His positive intentions on customers, his work, boss, and job shows the importance of being kind and hard working. However, <PERSON> and <PERSON>'s childlike sense of humor, outlook on life, and exciting adventures captures adults attention as well. <PERSON> is inspiring to everyone by always lending a helping hand, having the best intentions towards others, and most importantly his entertaining life living in a pineapple under the sea.\n\nDocument 3: \nShould I let my daughter get a snake?\n\nMy daughter is 16 years old sophomore in high school with a part time job. She has been begging me for permission to get her own pet snake, but I am hesitant.....\n\nI have always had a fear of snakes and letting my underage child have a pet snake under my roof does not sit well with me in the slightest.\n\nI trust her and I know she is very responsible, but with her busy teenage life I am concerned she will not take her pet ownership as serious as she should.\n\nShe offered to pay for the tank, food, vet bills, etc. Which is not the problem in the first place, but it is appreciated and mature of her. I just worry that she will get bored with the snake and be financially obliged to it.\n\nI am seeking advice from other parents going through similar situations or have in the past to give insight on how to handle this.\n\nI don't want my daughter to hate me but, I also don't want her to regret long term responsibility.\n\nAny advice or comments would be appreciated, thank you!</p>\n        </div>\n        <div class=\"flex-item\">\n            <h3>Author 2</h3>\n            <p id=\"a2-text\">Document 1: \nmy cat is in distress and i don\u2019t understand why\n\nmy cat has recently taken a liking to my roommate, when i try to pick him up & take him to my room he runs away, meows really loud, and makes me chase him around the coffee table.\n\nanyway what\u2019s really concerning me is that at least 3 times a day, i\u2019ll come out to grab him so he stops meowing at my roommates door. he makes me follow him into the kitchen, and he sits and meows at our little pantry area\n\nhe is meowing like he wants food or something specific in that area, but his food and water are located in my room. i have no idea what it is, i don\u2019t know what to do and it\u2019s making me so sad that i can\u2019t understand him. what does he want??? this has been going on for weeks</p>\n        </div>\n        <div class=\"flex-item\">\n            <h3>Author 3</h3>\n            <p id=\"a3-text\">Document 1: \nMy call centre job is awful\n\nEverything that could go wrong has\u2026. Unsupportive and rude supervisors. Overly critical moody and unkind coworkers. We have hot desks and so we can sit wherever we want and yet apparently I sat in someone else\u2019s seat today and she wasn\u2019t happy about it. It\u2019s such a small call centre I can\u2019t get away from these rude and unsupportive people.\n\nI\u2019m the newest one and yet supervisors never ask how I am or if I am enjoying the work or coping ok. They only write nasty negative emails to me without explaining what they mean or actually training me. I had arranged to meet with the boss yesterday but he didn\u2019t have time and then today when I asked him about the meeting he was extremely rude and made me feel awful for asking (this is my first time asking for a meeting with anyone). I wanted to explain how I feel isolated how no one is helping me, how my training was inadequate, how my co workers are unfriendly and rude (one in particular keeps harassing me and criticising me). Yet he responded in exactly the same way so I understand it\u2019s the environment here. They are nasty and just do not care.\n\nDisappointed as I tried so hard my first month here. My confidence has been shaken and it\u2019s truly awful. I can do the monotonous work well I think but the people are unhelpful unkind and so unsupportive. I trained people at my last job and I\u2019m shocked at the attitude of \u201csupervisors\u201d here.</p>\n        </div>\n    </div>\n</body>\n</html>\n\n", "explanation": "\n<p><strong>The following is a selection of writing style descriptions that our system identified in the text. For each style, we show how much it applies to each of the authors (higher score == more applicability and lower score == less applicability). The lowest score is 0, and the highest is +1. According to this analysis, our AI model made the recommendation below</strong></p>\n<p><strong>Style 1:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is reflective, focusing on past occurrences and maintaining a contemplative tone. They often incorporate additional details to offer further context, utilizing a variety of part-of-speech bigrams to enhance the narrative flow.</em></span></p>\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.53</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.61</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.65</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.57</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n\n<p><strong>Style 2:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is skilled in using formal language and maintains a formal tone throughout their work. They also incorporate various part-of-speech and morphology features to enhance the writing style.</em></span></p>\n\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.51</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.58</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.64</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.38</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n<p><strong>Style 3:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is skilled in using various techniques to establish a conversational tone and organizes content with clear sections for easy navigation. Additionally, the author incorporates numerals and symbols effectively in the writing style.</em></span></p>\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.53</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.52</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.47</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.58</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n\n", "gt_idx": 0, "source": "llm_tfidf_rep"}, {"Q_fullText": "Document 1: \n<PERSON>, <DATE_TIME>, died suddenly on <DATE_TIME> while visiting family in <LOCATION>. Cause of death is believed to be cardiac arrest. <PERSON> was collecting material for his next novel, to be set in his home village of <LOCATION>. <PERSON> is survived by his partner of <DATE_TIME>, <PERSON>, his parents <PERSON> and <PERSON>, and his siblings, <PERSON>, <PERSON>, and <PERSON>, as well as many cherished nephews and nieces.\n\n<PERSON> was born <DATE_TIME> in <LOCATION>, and earned two Masters degrees from the University of Granada in Professional Translation and in Business Law in <DATE_TIME>. After matriculation he emigrated to <LOCATION> to pursue a career in international business law in <LOCATION>. In <DATE_TIME> he became a partner at Andrews, Shulman and Smith. Novel writing was his passionate hobby, and his first two novels - 'A Basket of Eggs' (<DATE_TIME>) and 'Facts Matter' (<DATE_TIME>) were well received.\n\n<PERSON> enthusiastically led writing workshops, organized career days discussing law and translation, and mentored many legal interns. He often commented that the greatest investment one can make is in young people.\n\n<PERSON> and <PERSON> shared interests in travel, dining, literature, and theatre. They had a large circle of friends, and were active in groups providing support to the Latin community.\n\n<PERSON> will be cremated in <LOCATION>, and the family will hold a private internment ceremony. A Memorial Service will be held by invitation at <PERSON> and <PERSON>'s favourite dinner spot, the Torres Restaurant in <LOCATION>, at <DATE_TIME> on <DATE_TIME>, with dinner to follow.\n\nDocument 2: \n<PERSON> died in <DATE_TIME> while napping at her co-op space in the Chestnut Street Collective Mall. <PERSON> was a colourful figure in the arts community; she was probably over 80 years old, though she always commented that she was '<DATE_TIME> at heart'. Virtually nothing is known about <PERSON>'s youth and family life. <PERSON> moved to the <LOCATION> area in <DATE_TIME>, and for some time had no permanent address. She had an incredible talent for fiber and pottery art, which blossomed with the establishment of the Chestnut Street Collective in <DATE_TIME>. The Collective's housing options for artists, secure exhibit space, and patron support, provided the needed stability for <PERSON> to produce her fascinating creations. She shared her passion, talent, and techniques in the Developing Artist Workshops held <DATE_TIME> at the Collective.\n\n<PERSON>'s body has been donated to the San Diego Medical School, as she requested. Her friends are hosting a Memorial Celebration in the event space at the Chestnut Street Collective on <DATE_TIME>, from <DATE_TIME>. Donations to the Developing Artists Workshop can be made in <PERSON>'s memory.\n\nDocument 3: \n<PERSON>, <DATE_TIME>, was struck by a vehicle <DATE_TIME> <DATE_TIME>, and died due to his injuries at St. Agnes Hospital in <LOCATION> <DATE_TIME>, <DATE_TIME>. <PERSON> is survived by his loving family: parents, <PERSON> and <PERSON>, siblings, <PERSON> <DATE_TIME>, <PERSON> <DATE_TIME>, and <PERSON> <DATE_TIME>, and his grandparents and cousins. The cheerful third grader attended Good Shepherd Elementary School in <LOCATION>, where he enjoyed soccer, reading, and art class. At home, <PERSON> enjoyed playing with his brothers and sister and his model trains.\n\nThe family will host private visitation at their home, for relatives and close friends only, on <DATE_TIME> from <DATE_TIME>. A Mass of Christian Burial will follow at <DATE_TIME> at Good Shepherd Church in <LOCATION>. The family asks that those wanting to remember <PERSON> contribute to the Safe Community initiative, dedicated to the prevention of road traffic accidents.", "Q_authorID": "65d20216-381d-59b0-9aad-da62b34b4af4", "latent_rank": [0, 1, 2], "system_rank": [{"id": 1, "title": "Author 1", "body": ""}, {"id": 2, "title": "Author 2", "body": ""}, {"id": 3, "title": "Author 3", "body": ""}], "rank_1": "1. Author 1", "rank_2": "2. Author 2", "rank_3": "3. 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Produced from organic green pumpkin seeds and just enough water for processing, it contains absolutely no soy, wheat, gluten, or other common allergens. Pumfu packs a protein punch with 17 grams of protein per 4 oz serving. Pumfu does not require cooking or pressing, with a pleasant firm texture and mild flavour. Pumfu will elevate all of your favourite tofu or paneer recipes; it is excellent marinated, grilled, roasted, air fried, saut\u00e9ed, or baked. Surprise your meat eating friends with its delicious taste and texture; Pumfu tastes BETTER than chicken! Also available in naturally flavoured crumbles: chorizo, sausage, and sloppy joe.\n\nDocument 2: \nMidwest Artisanal Organic Bread Flour, 2 kg resealable bag\n\nThis certified organic unbleached bread flour is milled from hard red wheat, sourced from small family farms throughout the midwest United States and Canada. QR codes on each package allow the discriminating baker to trace their flour to the producer. All flour is guaranteed 11 to 11.5% protein for optimal performance in breads and pastry. The high gluten content ensures consistent rise time and excellent texture. Careful attention to detail from farm to mill is what sets Midwest Artisanal flours apart. Professional bakers insist on our flours, and now you can purchase the same flour for your lovingly crafted creations.", "a0_authorID": "65d20216-381d-59b0-9aad-da62b34b4af4", "a1_fullText": "Document 1: \nIntroducing cat to family dog\n\nHi everyone! Looking for some advice. When I moved out of my parents place, I got my first pet- a cat named <PERSON>! All my life I had a dog and my family dog is still alive. My moms health has recently took a turn and she's in the hospital. She's been in and out all month and I've been back and forth to her house to care for our family dog <PERSON>. They've both met a few times and mostly just ignore each other whenever <PERSON> would come over. I feel bad leaving my cat and fianc\u00e9 to live at the house for my moms dog\n\nWe have a one bedroom apartment but have a baby gate to separate them if needed. I cant tell if they get along, I had them both on the couch with me last night far from each other but <PERSON> will swat at him sometimes especially by his tree. <PERSON> has hissed at him in the past but hasn't yet same with <PERSON> they just co-exist. I'm just afraid of a fight breaking out and always feel the need to be in the same room as them in case.", "a1_authorID": "c063f75d-c48e-d161-8178-188790a1700c", "a2_fullText": "Document 1: \nMy call centre job is awful\n\nEverything that could go wrong has\u2026. Unsupportive and rude supervisors. Overly critical moody and unkind coworkers. We have hot desks and so we can sit wherever we want and yet apparently I sat in someone else\u2019s seat today and she wasn\u2019t happy about it. It\u2019s such a small call centre I can\u2019t get away from these rude and unsupportive people.\n\nI\u2019m the newest one and yet supervisors never ask how I am or if I am enjoying the work or coping ok. They only write nasty negative emails to me without explaining what they mean or actually training me. I had arranged to meet with the boss yesterday but he didn\u2019t have time and then today when I asked him about the meeting he was extremely rude and made me feel awful for asking (this is my first time asking for a meeting with anyone). I wanted to explain how I feel isolated how no one is helping me, how my training was inadequate, how my co workers are unfriendly and rude (one in particular keeps harassing me and criticising me). Yet he responded in exactly the same way so I understand it\u2019s the environment here. They are nasty and just do not care.\n\nDisappointed as I tried so hard my first month here. My confidence has been shaken and it\u2019s truly awful. I can do the monotonous work well I think but the people are unhelpful unkind and so unsupportive. I trained people at my last job and I\u2019m shocked at the attitude of \u201csupervisors\u201d here.", "a2_authorID": "f23ecc91-e465-b962-403c-4f7b5f83a125", "authors_texts_as_html": "\n<!DOCTYPE html>\n<html lang=\"en\">\n<head>\n    <meta charset=\"UTF-8\">\n    <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\">\n    <title>Label Studio HTML</title>\n    <style>\n        .container {\n            overflow: auto;\n            border: solid 1px black;\n            padding: 10px;\n            margin: 0px 20px 5px 0px;\n        }\n        .flex-container {\n            display: flex;\n        }\n        .flex-item {\n            flex: 33%;\n            padding: 10px;\n            margin: 0px 20px 5px 0px;\n            border: solid 1px black;\n        }\n        h3 {\n            text-decoration: underline;\n        }\n    </style>\n</head>\n<body>\n    <div class=\"container\">\n        <h3>Mystery Author</h3>\n        <p id=\"query-text\">Document 1: \n<PERSON>, <DATE_TIME>, died suddenly on <DATE_TIME> while visiting family in <LOCATION>. Cause of death is believed to be cardiac arrest. <PERSON> was collecting material for his next novel, to be set in his home village of <LOCATION>. <PERSON> is survived by his partner of <DATE_TIME>, <PERSON>, his parents <PERSON> and <PERSON>, and his siblings, <PERSON>, <PERSON>, and <PERSON>, as well as many cherished nephews and nieces.\n\n<PERSON> was born <DATE_TIME> in <LOCATION>, and earned two Masters degrees from the University of Granada in Professional Translation and in Business Law in <DATE_TIME>. After matriculation he emigrated to <LOCATION> to pursue a career in international business law in <LOCATION>. In <DATE_TIME> he became a partner at Andrews, Shulman and Smith. Novel writing was his passionate hobby, and his first two novels - 'A Basket of Eggs' (<DATE_TIME>) and 'Facts Matter' (<DATE_TIME>) were well received.\n\n<PERSON> enthusiastically led writing workshops, organized career days discussing law and translation, and mentored many legal interns. He often commented that the greatest investment one can make is in young people.\n\n<PERSON> and <PERSON> shared interests in travel, dining, literature, and theatre. They had a large circle of friends, and were active in groups providing support to the Latin community.\n\n<PERSON> will be cremated in <LOCATION>, and the family will hold a private internment ceremony. A Memorial Service will be held by invitation at <PERSON> and <PERSON>'s favourite dinner spot, the Torres Restaurant in <LOCATION>, at <DATE_TIME> on <DATE_TIME>, with dinner to follow.\n\nDocument 2: \n<PERSON> died in <DATE_TIME> while napping at her co-op space in the Chestnut Street Collective Mall. <PERSON> was a colourful figure in the arts community; she was probably over 80 years old, though she always commented that she was '<DATE_TIME> at heart'. Virtually nothing is known about <PERSON>'s youth and family life. <PERSON> moved to the <LOCATION> area in <DATE_TIME>, and for some time had no permanent address. She had an incredible talent for fiber and pottery art, which blossomed with the establishment of the Chestnut Street Collective in <DATE_TIME>. The Collective's housing options for artists, secure exhibit space, and patron support, provided the needed stability for <PERSON> to produce her fascinating creations. She shared her passion, talent, and techniques in the Developing Artist Workshops held <DATE_TIME> at the Collective.\n\n<PERSON>'s body has been donated to the San Diego Medical School, as she requested. Her friends are hosting a Memorial Celebration in the event space at the Chestnut Street Collective on <DATE_TIME>, from <DATE_TIME>. Donations to the Developing Artists Workshop can be made in <PERSON>'s memory.\n\nDocument 3: \n<PERSON>, <DATE_TIME>, was struck by a vehicle <DATE_TIME> <DATE_TIME>, and died due to his injuries at St. Agnes Hospital in <LOCATION> <DATE_TIME>, <DATE_TIME>. <PERSON> is survived by his loving family: parents, <PERSON> and <PERSON>, siblings, <PERSON> <DATE_TIME>, <PERSON> <DATE_TIME>, and <PERSON> <DATE_TIME>, and his grandparents and cousins. The cheerful third grader attended Good Shepherd Elementary School in <LOCATION>, where he enjoyed soccer, reading, and art class. At home, <PERSON> enjoyed playing with his brothers and sister and his model trains.\n\nThe family will host private visitation at their home, for relatives and close friends only, on <DATE_TIME> from <DATE_TIME>. A Mass of Christian Burial will follow at <DATE_TIME> at Good Shepherd Church in <LOCATION>. The family asks that those wanting to remember <PERSON> contribute to the Safe Community initiative, dedicated to the prevention of road traffic accidents.</p>\n    </div>\n    \n    <div class=\"flex-container\">\n        <div class=\"flex-item\">\n            <h3>Author 1</h3>\n            <p id=\"a1-text\">Document 1: \nPumfu, THE alternative protein alternative, 8 oz\n\nPumfu is THE revolutionary product in the alternative protein aisle. Produced from organic green pumpkin seeds and just enough water for processing, it contains absolutely no soy, wheat, gluten, or other common allergens. Pumfu packs a protein punch with 17 grams of protein per 4 oz serving. Pumfu does not require cooking or pressing, with a pleasant firm texture and mild flavour. Pumfu will elevate all of your favourite tofu or paneer recipes; it is excellent marinated, grilled, roasted, air fried, saut\u00e9ed, or baked. Surprise your meat eating friends with its delicious taste and texture; Pumfu tastes BETTER than chicken! Also available in naturally flavoured crumbles: chorizo, sausage, and sloppy joe.\n\nDocument 2: \nMidwest Artisanal Organic Bread Flour, 2 kg resealable bag\n\nThis certified organic unbleached bread flour is milled from hard red wheat, sourced from small family farms throughout the midwest United States and Canada. QR codes on each package allow the discriminating baker to trace their flour to the producer. All flour is guaranteed 11 to 11.5% protein for optimal performance in breads and pastry. The high gluten content ensures consistent rise time and excellent texture. Careful attention to detail from farm to mill is what sets Midwest Artisanal flours apart. Professional bakers insist on our flours, and now you can purchase the same flour for your lovingly crafted creations.</p>\n        </div>\n        <div class=\"flex-item\">\n            <h3>Author 2</h3>\n            <p id=\"a2-text\">Document 1: \nIntroducing cat to family dog\n\nHi everyone! Looking for some advice. When I moved out of my parents place, I got my first pet- a cat named <PERSON>! All my life I had a dog and my family dog is still alive. My moms health has recently took a turn and she's in the hospital. She's been in and out all month and I've been back and forth to her house to care for our family dog <PERSON>. They've both met a few times and mostly just ignore each other whenever <PERSON> would come over. I feel bad leaving my cat and fianc\u00e9 to live at the house for my moms dog\n\nWe have a one bedroom apartment but have a baby gate to separate them if needed. I cant tell if they get along, I had them both on the couch with me last night far from each other but <PERSON> will swat at him sometimes especially by his tree. <PERSON> has hissed at him in the past but hasn't yet same with <PERSON> they just co-exist. I'm just afraid of a fight breaking out and always feel the need to be in the same room as them in case.</p>\n        </div>\n        <div class=\"flex-item\">\n            <h3>Author 3</h3>\n            <p id=\"a3-text\">Document 1: \nMy call centre job is awful\n\nEverything that could go wrong has\u2026. Unsupportive and rude supervisors. Overly critical moody and unkind coworkers. We have hot desks and so we can sit wherever we want and yet apparently I sat in someone else\u2019s seat today and she wasn\u2019t happy about it. It\u2019s such a small call centre I can\u2019t get away from these rude and unsupportive people.\n\nI\u2019m the newest one and yet supervisors never ask how I am or if I am enjoying the work or coping ok. They only write nasty negative emails to me without explaining what they mean or actually training me. I had arranged to meet with the boss yesterday but he didn\u2019t have time and then today when I asked him about the meeting he was extremely rude and made me feel awful for asking (this is my first time asking for a meeting with anyone). I wanted to explain how I feel isolated how no one is helping me, how my training was inadequate, how my co workers are unfriendly and rude (one in particular keeps harassing me and criticising me). Yet he responded in exactly the same way so I understand it\u2019s the environment here. They are nasty and just do not care.\n\nDisappointed as I tried so hard my first month here. My confidence has been shaken and it\u2019s truly awful. I can do the monotonous work well I think but the people are unhelpful unkind and so unsupportive. I trained people at my last job and I\u2019m shocked at the attitude of \u201csupervisors\u201d here.</p>\n        </div>\n    </div>\n</body>\n</html>\n\n", "explanation": "\n<p><strong>The following is a selection of writing style descriptions that our system identified in the text. For each style, we show how much it applies to each of the authors (higher score == more applicability and lower score == less applicability). The lowest score is 0, and the highest is +1. According to this analysis, our AI model made the recommendation below</strong></p>\n<p><strong>Style 1:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is reflective, focusing on past occurrences and maintaining a contemplative tone. They often incorporate additional details to offer further context, utilizing a variety of part-of-speech bigrams to enhance the narrative flow.</em></span></p>\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.78</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.59</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.6</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.57</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n\n<p><strong>Style 2:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is skilled in using formal language and maintains a formal tone throughout their work. They also incorporate various part-of-speech and morphology features to enhance the writing style.</em></span></p>\n\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.8</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.55</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.49</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.38</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n<p><strong>Style 3:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is focused on objective reporting and maintains a formal and professional tone throughout their writing. They use various clause structures and incorporate proper nouns in their work, while also paying attention to singular number morphology and foreign words as prepositional modifiers.</em></span></p>\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.62</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.55</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.48</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.53</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n\n", "gt_idx": 0, "source": "llm_tfidf_rep"}, {"Q_fullText": "Document 1: \n<PERSON> passed away at <DATE_TIME> on <DATE_TIME> at ST Thomas hospital in <LOCATION> after a belief illness .\n\n<PERSON> was born on <DATE_TIME> in the royal <LOCATION> hospital. she graduated from St James senior girls high school and <LOCATION> university with a degree in nursing.\n\n<PERSON> remained in <LOCATION> and worked at the royal <LOCATION> hospital were she was born . she was also a member of St peter church and a volunteer of a home care organization\n\n<PERSON> was unable to marry or rather find love . <PERSON> is survived by her parents <PERSON> and <PERSON> and 5 siblings <PERSON> , <PERSON> ,<PERSON> ,<PERSON> and <PERSON> and was preceded in death by her grandmother <PERSON> and grandfather <PERSON>.\n\n<PERSON> loved taking care of the homeless and old people . she was loved by everyone who came across her . she will be deeply missed by family ,friends and all who knew her\n\nA funeral service is scheduled for <DATE_TIME> at St peter church followed by a burial service at St Peter's cemetery . reverend <PERSON> will officiate flowers ,donations and condolences me be offered\n\nDocument 2: \n<PERSON> was born at Christus St Michael hospital <LOCATION> <LOCATION> on <DATE_TIME> and she died at <DATE_TIME> on <DATE_TIME> at the hospital after a slight illness.\n\n<PERSON> is survived by her father <PERSON> and 3 sibilings <PERSON>, <PERSON> and <PERSON> . she is preceded to death by her mother <PERSON> and grand parents ,<PERSON> and <PERSON>.\n\n<PERSON> was a student of east Texas Baptist university and she also worked at a coffee store after school . during her spare time she goes to an orphanage home to sing for the children because singing was her hobby . <PERSON> was a lovely person and she was loved by everyone around her . she will be will be deeply missed by family and friends .\n\nthe memorial service starts by <DATE_TIME> at St Michaels church followed by burial at Alamance Baptist church cemetery\n\nDocument 3: \n<PERSON> was born in <LOCATION> on <DATE_TIME> . she enter into God's kingdom surrounded by family on <DATE_TIME>2022 at the age of <DATE_TIME>\n\n<PERSON> was a graduate of east side community high school . her love for children made her to become a nanny . she always had an encouraging word and up lifting spirit for those who needed it .\n\n<PERSON> was a member of St peters church and also member of a charity organization for children .she was such a lovely person with so much love for children .\n\n<PERSON> was married to <PERSON> and they were both blessed with a son ,<PERSON> in <DATE_TIME> .Jessica was preceded in death by her grand father and grandmother , <PERSON> and <PERSON> and is survived by her parents <PERSON> and <PERSON> .and lovely husband <PERSON> and son <PERSON> and her only sister <PERSON>\n\nthe memorial service will be scheduled on <DATE_TIME> by <DATE_TIME> followed by a graveside service for close family.", "Q_authorID": "157e8585-08a9-5437-9ef1-978f365814ff", "latent_rank": [0, 1, 2], "system_rank": [{"id": 1, "title": "Author 1", "body": ""}, {"id": 2, "title": "Author 2", "body": ""}, {"id": 3, "title": "Author 3", "body": ""}], "rank_1": "1. 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0.4421533571778523, 0.525249741825746, 0.3592869550566131, 0.5013635606358455, 0.5064947449357249, 0.38009219496654567, 0.38879083411416165, 0.3982939947594927, 0.2536163580704768, 0.43619934423376655, 0.5452479315568357, 0.29180829099541994, 0.35332541522924366, 0.3689236438465183, 0.3024338942814809]], "rep_clusters": [12, 5, 11], "a0_fullText": "Document 1: \ntouching moment about life\n\nI'm nurse currently working in a nearby hospital not far from my house .so this very day, i was on night shift and we had this difficult patient that was suffering from stage 3 cancer . he was rude to all the health care personnel assigned to him. to me i didn't see that as an offence because i knew he was going through depression resulting from the illness . so that very night , i was the nurse assigned to him and i hard to go give him his medication for the night and also check his vital signs .while in the process he spoke to me politely and i could clearly hear him say \"nurse <PERSON> pray please pray for me \" i felt really cold and emotional because within me i knew he was going through a lot and was looking who to talk to . the only thing i could do was to give him words of encouragement and told him miraculous stories about patients with same disease conditions and lastly i advised him to start a therapy sessions\n\nDocument 2: \nI'm really confused on which pet to go for considering my physical disability\n\nHi guys, i'm a cripple lady currently in the process of getting a pet but i'm really confused of getting between a dog and a cat\n\nI love dogs because they are known for their loyalty and can be trained to assist with task like fetching items or opening doors . cats on the other hands are lovely and are independent and can also provide comfort and companionship .\n\nhonest i'm really confused and I don't know which pets to go for . I love both but I cant provide for both . utimatly your comments might be really helpfull to me considering my physical disability and the amount of care i can provide\n\nDocument 3: \nThe <PERSON> this movie is all about a young lady '\"<PERSON>\" who was traded by her parents for gold and riches to save her destitute village, and in return for the gold and riches ,she was to marry a young handsome prince ,only to find out that the royal family has recruited her as a sacrifice to repay an ancient debt.[a dragon that has been terrorising the kindom] she was not the first and was also not the last to experience such a tragedy .the interesting part of the movie is the strength she possessed to save her life and that of her younger sister ,which is what every young lady needs .the <PERSON> teaches us more about finding the strength in ourselves , keep trying no matter how difficult challenges may seem till you are able to achieve what you want. im confident that you will find these movie to be much more interesting than i have discribed", "a0_authorID": "157e8585-08a9-5437-9ef1-978f365814ff", "a1_fullText": "Document 1: \nmy cat is in distress and i don\u2019t understand why\n\nmy cat has recently taken a liking to my roommate, when i try to pick him up & take him to my room he runs away, meows really loud, and makes me chase him around the coffee table.\n\nanyway what\u2019s really concerning me is that at least 3 times a day, i\u2019ll come out to grab him so he stops meowing at my roommates door. he makes me follow him into the kitchen, and he sits and meows at our little pantry area\n\nhe is meowing like he wants food or something specific in that area, but his food and water are located in my room. i have no idea what it is, i don\u2019t know what to do and it\u2019s making me so sad that i can\u2019t understand him. what does he want??? this has been going on for weeks", "a1_authorID": "a5a1cfde-6e00-5a93-86ae-167f78aefd02", "a2_fullText": "Document 1: \nMy call centre job is awful\n\nEverything that could go wrong has\u2026. Unsupportive and rude supervisors. Overly critical moody and unkind coworkers. We have hot desks and so we can sit wherever we want and yet apparently I sat in someone else\u2019s seat today and she wasn\u2019t happy about it. It\u2019s such a small call centre I can\u2019t get away from these rude and unsupportive people.\n\nI\u2019m the newest one and yet supervisors never ask how I am or if I am enjoying the work or coping ok. They only write nasty negative emails to me without explaining what they mean or actually training me. I had arranged to meet with the boss yesterday but he didn\u2019t have time and then today when I asked him about the meeting he was extremely rude and made me feel awful for asking (this is my first time asking for a meeting with anyone). I wanted to explain how I feel isolated how no one is helping me, how my training was inadequate, how my co workers are unfriendly and rude (one in particular keeps harassing me and criticising me). Yet he responded in exactly the same way so I understand it\u2019s the environment here. They are nasty and just do not care.\n\nDisappointed as I tried so hard my first month here. My confidence has been shaken and it\u2019s truly awful. I can do the monotonous work well I think but the people are unhelpful unkind and so unsupportive. I trained people at my last job and I\u2019m shocked at the attitude of \u201csupervisors\u201d here.", "a2_authorID": "f23ecc91-e465-b962-403c-4f7b5f83a125", "authors_texts_as_html": "\n<!DOCTYPE html>\n<html lang=\"en\">\n<head>\n    <meta charset=\"UTF-8\">\n    <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\">\n    <title>Label Studio HTML</title>\n    <style>\n        .container {\n            overflow: auto;\n            border: solid 1px black;\n            padding: 10px;\n            margin: 0px 20px 5px 0px;\n        }\n        .flex-container {\n            display: flex;\n        }\n        .flex-item {\n            flex: 33%;\n            padding: 10px;\n            margin: 0px 20px 5px 0px;\n            border: solid 1px black;\n        }\n        h3 {\n            text-decoration: underline;\n        }\n    </style>\n</head>\n<body>\n    <div class=\"container\">\n        <h3>Mystery Author</h3>\n        <p id=\"query-text\">Document 1: \n<PERSON> passed away at <DATE_TIME> on <DATE_TIME> at ST Thomas hospital in <LOCATION> after a belief illness .\n\n<PERSON> was born on <DATE_TIME> in the royal <LOCATION> hospital. she graduated from St James senior girls high school and <LOCATION> university with a degree in nursing.\n\n<PERSON> remained in <LOCATION> and worked at the royal <LOCATION> hospital were she was born . she was also a member of St peter church and a volunteer of a home care organization\n\n<PERSON> was unable to marry or rather find love . <PERSON> is survived by her parents <PERSON> and <PERSON> and 5 siblings <PERSON> , <PERSON> ,<PERSON> ,<PERSON> and <PERSON> and was preceded in death by her grandmother <PERSON> and grandfather <PERSON>.\n\n<PERSON> loved taking care of the homeless and old people . she was loved by everyone who came across her . she will be deeply missed by family ,friends and all who knew her\n\nA funeral service is scheduled for <DATE_TIME> at St peter church followed by a burial service at St Peter's cemetery . reverend <PERSON> will officiate flowers ,donations and condolences me be offered\n\nDocument 2: \n<PERSON> was born at Christus St Michael hospital <LOCATION> <LOCATION> on <DATE_TIME> and she died at <DATE_TIME> on <DATE_TIME> at the hospital after a slight illness.\n\n<PERSON> is survived by her father <PERSON> and 3 sibilings <PERSON>, <PERSON> and <PERSON> . she is preceded to death by her mother <PERSON> and grand parents ,<PERSON> and <PERSON>.\n\n<PERSON> was a student of east Texas Baptist university and she also worked at a coffee store after school . during her spare time she goes to an orphanage home to sing for the children because singing was her hobby . <PERSON> was a lovely person and she was loved by everyone around her . she will be will be deeply missed by family and friends .\n\nthe memorial service starts by <DATE_TIME> at St Michaels church followed by burial at Alamance Baptist church cemetery\n\nDocument 3: \n<PERSON> was born in <LOCATION> on <DATE_TIME> . she enter into God's kingdom surrounded by family on <DATE_TIME>2022 at the age of <DATE_TIME>\n\n<PERSON> was a graduate of east side community high school . her love for children made her to become a nanny . she always had an encouraging word and up lifting spirit for those who needed it .\n\n<PERSON> was a member of St peters church and also member of a charity organization for children .she was such a lovely person with so much love for children .\n\n<PERSON> was married to <PERSON> and they were both blessed with a son ,<PERSON> in <DATE_TIME> .Jessica was preceded in death by her grand father and grandmother , <PERSON> and <PERSON> and is survived by her parents <PERSON> and <PERSON> .and lovely husband <PERSON> and son <PERSON> and her only sister <PERSON>\n\nthe memorial service will be scheduled on <DATE_TIME> by <DATE_TIME> followed by a graveside service for close family.</p>\n    </div>\n    \n    <div class=\"flex-container\">\n        <div class=\"flex-item\">\n            <h3>Author 1</h3>\n            <p id=\"a1-text\">Document 1: \ntouching moment about life\n\nI'm nurse currently working in a nearby hospital not far from my house .so this very day, i was on night shift and we had this difficult patient that was suffering from stage 3 cancer . he was rude to all the health care personnel assigned to him. to me i didn't see that as an offence because i knew he was going through depression resulting from the illness . so that very night , i was the nurse assigned to him and i hard to go give him his medication for the night and also check his vital signs .while in the process he spoke to me politely and i could clearly hear him say \"nurse <PERSON> pray please pray for me \" i felt really cold and emotional because within me i knew he was going through a lot and was looking who to talk to . the only thing i could do was to give him words of encouragement and told him miraculous stories about patients with same disease conditions and lastly i advised him to start a therapy sessions\n\nDocument 2: \nI'm really confused on which pet to go for considering my physical disability\n\nHi guys, i'm a cripple lady currently in the process of getting a pet but i'm really confused of getting between a dog and a cat\n\nI love dogs because they are known for their loyalty and can be trained to assist with task like fetching items or opening doors . cats on the other hands are lovely and are independent and can also provide comfort and companionship .\n\nhonest i'm really confused and I don't know which pets to go for . I love both but I cant provide for both . utimatly your comments might be really helpfull to me considering my physical disability and the amount of care i can provide\n\nDocument 3: \nThe <PERSON> this movie is all about a young lady '\"<PERSON>\" who was traded by her parents for gold and riches to save her destitute village, and in return for the gold and riches ,she was to marry a young handsome prince ,only to find out that the royal family has recruited her as a sacrifice to repay an ancient debt.[a dragon that has been terrorising the kindom] she was not the first and was also not the last to experience such a tragedy .the interesting part of the movie is the strength she possessed to save her life and that of her younger sister ,which is what every young lady needs .the <PERSON> teaches us more about finding the strength in ourselves , keep trying no matter how difficult challenges may seem till you are able to achieve what you want. im confident that you will find these movie to be much more interesting than i have discribed</p>\n        </div>\n        <div class=\"flex-item\">\n            <h3>Author 2</h3>\n            <p id=\"a2-text\">Document 1: \nmy cat is in distress and i don\u2019t understand why\n\nmy cat has recently taken a liking to my roommate, when i try to pick him up & take him to my room he runs away, meows really loud, and makes me chase him around the coffee table.\n\nanyway what\u2019s really concerning me is that at least 3 times a day, i\u2019ll come out to grab him so he stops meowing at my roommates door. he makes me follow him into the kitchen, and he sits and meows at our little pantry area\n\nhe is meowing like he wants food or something specific in that area, but his food and water are located in my room. i have no idea what it is, i don\u2019t know what to do and it\u2019s making me so sad that i can\u2019t understand him. what does he want??? this has been going on for weeks</p>\n        </div>\n        <div class=\"flex-item\">\n            <h3>Author 3</h3>\n            <p id=\"a3-text\">Document 1: \nMy call centre job is awful\n\nEverything that could go wrong has\u2026. Unsupportive and rude supervisors. Overly critical moody and unkind coworkers. We have hot desks and so we can sit wherever we want and yet apparently I sat in someone else\u2019s seat today and she wasn\u2019t happy about it. It\u2019s such a small call centre I can\u2019t get away from these rude and unsupportive people.\n\nI\u2019m the newest one and yet supervisors never ask how I am or if I am enjoying the work or coping ok. They only write nasty negative emails to me without explaining what they mean or actually training me. I had arranged to meet with the boss yesterday but he didn\u2019t have time and then today when I asked him about the meeting he was extremely rude and made me feel awful for asking (this is my first time asking for a meeting with anyone). I wanted to explain how I feel isolated how no one is helping me, how my training was inadequate, how my co workers are unfriendly and rude (one in particular keeps harassing me and criticising me). Yet he responded in exactly the same way so I understand it\u2019s the environment here. They are nasty and just do not care.\n\nDisappointed as I tried so hard my first month here. My confidence has been shaken and it\u2019s truly awful. I can do the monotonous work well I think but the people are unhelpful unkind and so unsupportive. I trained people at my last job and I\u2019m shocked at the attitude of \u201csupervisors\u201d here.</p>\n        </div>\n    </div>\n</body>\n</html>\n\n", "explanation": "\n<p><strong>The following is a selection of writing style descriptions that our system identified in the text. For each style, we show how much it applies to each of the authors (higher score == more applicability and lower score == less applicability). The lowest score is 0, and the highest is +1. According to this analysis, our AI model made the recommendation below</strong></p>\n<p><strong>Style 1:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author excels at breaking down complex concepts and offering detailed explanations, structures content effectively for easy reading, and maintains a neutral tone in their work.</em></span></p>\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.71</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.64</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.46</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.46</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n\n<p><strong>Style 2:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is reflective, focusing on past occurrences and maintaining a contemplative tone. They often incorporate additional details to offer further context, utilizing a variety of part-of-speech bigrams to enhance the narrative flow.</em></span></p>\n\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.77</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.59</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.65</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.57</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n<p><strong>Style 3:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is skilled in using formal language and maintains a formal tone throughout their work. They also incorporate various part-of-speech and morphology features to enhance the writing style.</em></span></p>\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.67</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.54</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.64</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.38</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n\n", "gt_idx": 0, "source": "llm_tfidf_rep"}, {"Q_fullText": "Document 1: \n<PERSON> passed away at <DATE_TIME> on <DATE_TIME> at ST Thomas hospital in <LOCATION> after a belief illness .\n\n<PERSON> was born on <DATE_TIME> in the royal <LOCATION> hospital. she graduated from St James senior girls high school and <LOCATION> university with a degree in nursing.\n\n<PERSON> remained in <LOCATION> and worked at the royal <LOCATION> hospital were she was born . she was also a member of St peter church and a volunteer of a home care organization\n\n<PERSON> was unable to marry or rather find love . <PERSON> is survived by her parents <PERSON> and <PERSON> and 5 siblings <PERSON> , <PERSON> ,<PERSON> ,<PERSON> and <PERSON> and was preceded in death by her grandmother <PERSON> and grandfather <PERSON>.\n\n<PERSON> loved taking care of the homeless and old people . she was loved by everyone who came across her . she will be deeply missed by family ,friends and all who knew her\n\nA funeral service is scheduled for <DATE_TIME> at St peter church followed by a burial service at St Peter's cemetery . reverend <PERSON> will officiate flowers ,donations and condolences me be offered\n\nDocument 2: \n<PERSON> was born at Christus St Michael hospital <LOCATION> <LOCATION> on <DATE_TIME> and she died at <DATE_TIME> on <DATE_TIME> at the hospital after a slight illness.\n\n<PERSON> is survived by her father <PERSON> and 3 sibilings <PERSON>, <PERSON> and <PERSON> . she is preceded to death by her mother <PERSON> and grand parents ,<PERSON> and <PERSON>.\n\n<PERSON> was a student of east Texas Baptist university and she also worked at a coffee store after school . during her spare time she goes to an orphanage home to sing for the children because singing was her hobby . <PERSON> was a lovely person and she was loved by everyone around her . she will be will be deeply missed by family and friends .\n\nthe memorial service starts by <DATE_TIME> at St Michaels church followed by burial at Alamance Baptist church cemetery\n\nDocument 3: \n<PERSON> was born in <LOCATION> on <DATE_TIME> . she enter into God's kingdom surrounded by family on <DATE_TIME>2022 at the age of <DATE_TIME>\n\n<PERSON> was a graduate of east side community high school . her love for children made her to become a nanny . she always had an encouraging word and up lifting spirit for those who needed it .\n\n<PERSON> was a member of St peters church and also member of a charity organization for children .she was such a lovely person with so much love for children .\n\n<PERSON> was married to <PERSON> and they were both blessed with a son ,<PERSON> in <DATE_TIME> .Jessica was preceded in death by her grand father and grandmother , <PERSON> and <PERSON> and is survived by her parents <PERSON> and <PERSON> .and lovely husband <PERSON> and son <PERSON> and her only sister <PERSON>\n\nthe memorial service will be scheduled on <DATE_TIME> by <DATE_TIME> followed by a graveside service for close family.", "Q_authorID": "157e8585-08a9-5437-9ef1-978f365814ff", "latent_rank": [0, 1, 2], "system_rank": [{"id": 1, "title": "Author 1", "body": ""}, {"id": 2, "title": "Author 2", "body": ""}, {"id": 3, "title": "Author 3", "body": ""}], "rank_1": "1. 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0.4421533571778523, 0.525249741825746, 0.3592869550566131, 0.5013635606358455, 0.5064947449357249, 0.38009219496654567, 0.38879083411416165, 0.3982939947594927, 0.2536163580704768, 0.43619934423376655, 0.5452479315568357, 0.29180829099541994, 0.35332541522924366, 0.3689236438465183, 0.3024338942814809]], "rep_clusters": [12, 5, 11], "a0_fullText": "Document 1: \ntouching moment about life\n\nI'm nurse currently working in a nearby hospital not far from my house .so this very day, i was on night shift and we had this difficult patient that was suffering from stage 3 cancer . he was rude to all the health care personnel assigned to him. to me i didn't see that as an offence because i knew he was going through depression resulting from the illness . so that very night , i was the nurse assigned to him and i hard to go give him his medication for the night and also check his vital signs .while in the process he spoke to me politely and i could clearly hear him say \"nurse <PERSON> pray please pray for me \" i felt really cold and emotional because within me i knew he was going through a lot and was looking who to talk to . the only thing i could do was to give him words of encouragement and told him miraculous stories about patients with same disease conditions and lastly i advised him to start a therapy sessions\n\nDocument 2: \nI'm really confused on which pet to go for considering my physical disability\n\nHi guys, i'm a cripple lady currently in the process of getting a pet but i'm really confused of getting between a dog and a cat\n\nI love dogs because they are known for their loyalty and can be trained to assist with task like fetching items or opening doors . cats on the other hands are lovely and are independent and can also provide comfort and companionship .\n\nhonest i'm really confused and I don't know which pets to go for . I love both but I cant provide for both . utimatly your comments might be really helpfull to me considering my physical disability and the amount of care i can provide\n\nDocument 3: \nThe <PERSON> this movie is all about a young lady '\"<PERSON>\" who was traded by her parents for gold and riches to save her destitute village, and in return for the gold and riches ,she was to marry a young handsome prince ,only to find out that the royal family has recruited her as a sacrifice to repay an ancient debt.[a dragon that has been terrorising the kindom] she was not the first and was also not the last to experience such a tragedy .the interesting part of the movie is the strength she possessed to save her life and that of her younger sister ,which is what every young lady needs .the <PERSON> teaches us more about finding the strength in ourselves , keep trying no matter how difficult challenges may seem till you are able to achieve what you want. im confident that you will find these movie to be much more interesting than i have discribed", "a0_authorID": "157e8585-08a9-5437-9ef1-978f365814ff", "a1_fullText": "Document 1: \nmy cat is in distress and i don\u2019t understand why\n\nmy cat has recently taken a liking to my roommate, when i try to pick him up & take him to my room he runs away, meows really loud, and makes me chase him around the coffee table.\n\nanyway what\u2019s really concerning me is that at least 3 times a day, i\u2019ll come out to grab him so he stops meowing at my roommates door. he makes me follow him into the kitchen, and he sits and meows at our little pantry area\n\nhe is meowing like he wants food or something specific in that area, but his food and water are located in my room. i have no idea what it is, i don\u2019t know what to do and it\u2019s making me so sad that i can\u2019t understand him. what does he want??? this has been going on for weeks", "a1_authorID": "a5a1cfde-6e00-5a93-86ae-167f78aefd02", "a2_fullText": "Document 1: \nMy call centre job is awful\n\nEverything that could go wrong has\u2026. Unsupportive and rude supervisors. Overly critical moody and unkind coworkers. We have hot desks and so we can sit wherever we want and yet apparently I sat in someone else\u2019s seat today and she wasn\u2019t happy about it. It\u2019s such a small call centre I can\u2019t get away from these rude and unsupportive people.\n\nI\u2019m the newest one and yet supervisors never ask how I am or if I am enjoying the work or coping ok. They only write nasty negative emails to me without explaining what they mean or actually training me. I had arranged to meet with the boss yesterday but he didn\u2019t have time and then today when I asked him about the meeting he was extremely rude and made me feel awful for asking (this is my first time asking for a meeting with anyone). I wanted to explain how I feel isolated how no one is helping me, how my training was inadequate, how my co workers are unfriendly and rude (one in particular keeps harassing me and criticising me). Yet he responded in exactly the same way so I understand it\u2019s the environment here. They are nasty and just do not care.\n\nDisappointed as I tried so hard my first month here. My confidence has been shaken and it\u2019s truly awful. I can do the monotonous work well I think but the people are unhelpful unkind and so unsupportive. I trained people at my last job and I\u2019m shocked at the attitude of \u201csupervisors\u201d here.", "a2_authorID": "f23ecc91-e465-b962-403c-4f7b5f83a125", "authors_texts_as_html": "\n<!DOCTYPE html>\n<html lang=\"en\">\n<head>\n    <meta charset=\"UTF-8\">\n    <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\">\n    <title>Label Studio HTML</title>\n    <style>\n        .container {\n            overflow: auto;\n            border: solid 1px black;\n            padding: 10px;\n            margin: 0px 20px 5px 0px;\n        }\n        .flex-container {\n            display: flex;\n        }\n        .flex-item {\n            flex: 33%;\n            padding: 10px;\n            margin: 0px 20px 5px 0px;\n            border: solid 1px black;\n        }\n        h3 {\n            text-decoration: underline;\n        }\n    </style>\n</head>\n<body>\n    <div class=\"container\">\n        <h3>Mystery Author</h3>\n        <p id=\"query-text\">Document 1: \n<PERSON> passed away at <DATE_TIME> on <DATE_TIME> at ST Thomas hospital in <LOCATION> after a belief illness .\n\n<PERSON> was born on <DATE_TIME> in the royal <LOCATION> hospital. she graduated from St James senior girls high school and <LOCATION> university with a degree in nursing.\n\n<PERSON> remained in <LOCATION> and worked at the royal <LOCATION> hospital were she was born . she was also a member of St peter church and a volunteer of a home care organization\n\n<PERSON> was unable to marry or rather find love . <PERSON> is survived by her parents <PERSON> and <PERSON> and 5 siblings <PERSON> , <PERSON> ,<PERSON> ,<PERSON> and <PERSON> and was preceded in death by her grandmother <PERSON> and grandfather <PERSON>.\n\n<PERSON> loved taking care of the homeless and old people . she was loved by everyone who came across her . she will be deeply missed by family ,friends and all who knew her\n\nA funeral service is scheduled for <DATE_TIME> at St peter church followed by a burial service at St Peter's cemetery . reverend <PERSON> will officiate flowers ,donations and condolences me be offered\n\nDocument 2: \n<PERSON> was born at Christus St Michael hospital <LOCATION> <LOCATION> on <DATE_TIME> and she died at <DATE_TIME> on <DATE_TIME> at the hospital after a slight illness.\n\n<PERSON> is survived by her father <PERSON> and 3 sibilings <PERSON>, <PERSON> and <PERSON> . she is preceded to death by her mother <PERSON> and grand parents ,<PERSON> and <PERSON>.\n\n<PERSON> was a student of east Texas Baptist university and she also worked at a coffee store after school . during her spare time she goes to an orphanage home to sing for the children because singing was her hobby . <PERSON> was a lovely person and she was loved by everyone around her . she will be will be deeply missed by family and friends .\n\nthe memorial service starts by <DATE_TIME> at St Michaels church followed by burial at Alamance Baptist church cemetery\n\nDocument 3: \n<PERSON> was born in <LOCATION> on <DATE_TIME> . she enter into God's kingdom surrounded by family on <DATE_TIME>2022 at the age of <DATE_TIME>\n\n<PERSON> was a graduate of east side community high school . her love for children made her to become a nanny . she always had an encouraging word and up lifting spirit for those who needed it .\n\n<PERSON> was a member of St peters church and also member of a charity organization for children .she was such a lovely person with so much love for children .\n\n<PERSON> was married to <PERSON> and they were both blessed with a son ,<PERSON> in <DATE_TIME> .Jessica was preceded in death by her grand father and grandmother , <PERSON> and <PERSON> and is survived by her parents <PERSON> and <PERSON> .and lovely husband <PERSON> and son <PERSON> and her only sister <PERSON>\n\nthe memorial service will be scheduled on <DATE_TIME> by <DATE_TIME> followed by a graveside service for close family.</p>\n    </div>\n    \n    <div class=\"flex-container\">\n        <div class=\"flex-item\">\n            <h3>Author 1</h3>\n            <p id=\"a1-text\">Document 1: \ntouching moment about life\n\nI'm nurse currently working in a nearby hospital not far from my house .so this very day, i was on night shift and we had this difficult patient that was suffering from stage 3 cancer . he was rude to all the health care personnel assigned to him. to me i didn't see that as an offence because i knew he was going through depression resulting from the illness . so that very night , i was the nurse assigned to him and i hard to go give him his medication for the night and also check his vital signs .while in the process he spoke to me politely and i could clearly hear him say \"nurse <PERSON> pray please pray for me \" i felt really cold and emotional because within me i knew he was going through a lot and was looking who to talk to . the only thing i could do was to give him words of encouragement and told him miraculous stories about patients with same disease conditions and lastly i advised him to start a therapy sessions\n\nDocument 2: \nI'm really confused on which pet to go for considering my physical disability\n\nHi guys, i'm a cripple lady currently in the process of getting a pet but i'm really confused of getting between a dog and a cat\n\nI love dogs because they are known for their loyalty and can be trained to assist with task like fetching items or opening doors . cats on the other hands are lovely and are independent and can also provide comfort and companionship .\n\nhonest i'm really confused and I don't know which pets to go for . I love both but I cant provide for both . utimatly your comments might be really helpfull to me considering my physical disability and the amount of care i can provide\n\nDocument 3: \nThe <PERSON> this movie is all about a young lady '\"<PERSON>\" who was traded by her parents for gold and riches to save her destitute village, and in return for the gold and riches ,she was to marry a young handsome prince ,only to find out that the royal family has recruited her as a sacrifice to repay an ancient debt.[a dragon that has been terrorising the kindom] she was not the first and was also not the last to experience such a tragedy .the interesting part of the movie is the strength she possessed to save her life and that of her younger sister ,which is what every young lady needs .the <PERSON> teaches us more about finding the strength in ourselves , keep trying no matter how difficult challenges may seem till you are able to achieve what you want. im confident that you will find these movie to be much more interesting than i have discribed</p>\n        </div>\n        <div class=\"flex-item\">\n            <h3>Author 2</h3>\n            <p id=\"a2-text\">Document 1: \nmy cat is in distress and i don\u2019t understand why\n\nmy cat has recently taken a liking to my roommate, when i try to pick him up & take him to my room he runs away, meows really loud, and makes me chase him around the coffee table.\n\nanyway what\u2019s really concerning me is that at least 3 times a day, i\u2019ll come out to grab him so he stops meowing at my roommates door. he makes me follow him into the kitchen, and he sits and meows at our little pantry area\n\nhe is meowing like he wants food or something specific in that area, but his food and water are located in my room. i have no idea what it is, i don\u2019t know what to do and it\u2019s making me so sad that i can\u2019t understand him. what does he want??? this has been going on for weeks</p>\n        </div>\n        <div class=\"flex-item\">\n            <h3>Author 3</h3>\n            <p id=\"a3-text\">Document 1: \nMy call centre job is awful\n\nEverything that could go wrong has\u2026. Unsupportive and rude supervisors. Overly critical moody and unkind coworkers. We have hot desks and so we can sit wherever we want and yet apparently I sat in someone else\u2019s seat today and she wasn\u2019t happy about it. It\u2019s such a small call centre I can\u2019t get away from these rude and unsupportive people.\n\nI\u2019m the newest one and yet supervisors never ask how I am or if I am enjoying the work or coping ok. They only write nasty negative emails to me without explaining what they mean or actually training me. I had arranged to meet with the boss yesterday but he didn\u2019t have time and then today when I asked him about the meeting he was extremely rude and made me feel awful for asking (this is my first time asking for a meeting with anyone). I wanted to explain how I feel isolated how no one is helping me, how my training was inadequate, how my co workers are unfriendly and rude (one in particular keeps harassing me and criticising me). Yet he responded in exactly the same way so I understand it\u2019s the environment here. They are nasty and just do not care.\n\nDisappointed as I tried so hard my first month here. My confidence has been shaken and it\u2019s truly awful. I can do the monotonous work well I think but the people are unhelpful unkind and so unsupportive. I trained people at my last job and I\u2019m shocked at the attitude of \u201csupervisors\u201d here.</p>\n        </div>\n    </div>\n</body>\n</html>\n\n", "explanation": "\n<p><strong>The following is a selection of writing style descriptions that our system identified in the text. For each style, we show how much it applies to each of the authors (higher score == more applicability and lower score == less applicability). The lowest score is 0, and the highest is +1. According to this analysis, our AI model made the recommendation below</strong></p>\n<p><strong>Style 1:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author excels at breaking down complex concepts and offering detailed explanations, structures content effectively for easy reading, and maintains a neutral tone in their work.</em></span></p>\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.71</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.64</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.46</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.46</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n\n<p><strong>Style 2:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is reflective, focusing on past occurrences and maintaining a contemplative tone. They often incorporate additional details to offer further context, utilizing a variety of part-of-speech bigrams to enhance the narrative flow.</em></span></p>\n\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.77</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.59</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.65</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.57</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n<p><strong>Style 3:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is skilled in using formal language and maintains a formal tone throughout their work. They also incorporate various part-of-speech and morphology features to enhance the writing style.</em></span></p>\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.67</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.54</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.64</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.38</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n\n", "gt_idx": 0, "source": "llm_tfidf_rep"}, {"Q_fullText": "Document 1: \nIN LOVING MEMORY OF ANTHONY SEACAT\n\nFOREVER IN OUR HEARTS <PERSON>\n\n<PERSON> was a wonderful child whose loving memory would live everlasting in the hearts of <LOCATION>. <PERSON> aged <DATE_TIME>, born <DATE_TIME>.\n\n<PERSON> was a child who loved <DATE_TIME> school, she would sing her way to church <DATE_TIME> and return home singing. She was renowned as the angel of 10th street, always happy and outspoken. She was nurtured and brought up by her single mother <PERSON>, who did a wonderful job bringing her up till her demise. We want you to know that this city consoles you, <PERSON>.\n\nThe burial and funeral arrangement will take place at 1370 Remsen Ave, <LOCATION>, <DATE_TIME> <DATE_TIME>.\n\nIn attendance of the burial and funeral event will be the Mayor of <LOCATION> <PERSON>, And major philanthropist <PERSON>.\n\nIn loving memory <PERSON>, all donations should be made to New York Center for children (NYCC), Your contributions are appreciated.\n\n<PERSON> will continually be an icon and reminder to every security agency to always protect the children at any cost.\n\nDocument 2: \nIN LOVING MEMORY OF <PERSON>\n\n<PERSON> was an icon to all who knew her. She was born <DATE_TIME>, and lived <DATE_TIME> before departing <DATE_TIME>. She was married to <PERSON> and survived by three children <PERSON> and <PERSON>. Other relations are her grandkids <PERSON>, <PERSON> and <PERSON>.\n\nThe life of <PERSON> has been a gratifying journey, she loved being a tutor to her students and an example to her fellow colleagues at work. She was renowned for being the best teacher of <DATE_TIME>, 3 times in a row. She was also honored and would be remembered as the longest serving teacher at the community school of <LOCATION>. She was a woman full of integrity and her good deeds will forever be remembered as the legacy she has left behind.\n\nIt is with a painful heart that we must say goodbye to such a wonderful soul and icon to our community.\n\nThe burial and funeral would take place at a community funeral home, 909 5th street, <LOCATION> at <DATE_TIME>.\n\nThe family of the Late <PERSON> wishes for all memorial contributions to go to the community school of <LOCATION> to honor their mother.\n\nIt is with a painful heart that we have to say goodbye, but we do know that <PERSON> is in a better place and will forever remain a legend to us all.", "Q_authorID": "c48dcd57-dc39-5259-a1a9-8ffe12525141", "latent_rank": [1, 0, 2], "system_rank": [{"id": 2, "title": "Author 2", "body": ""}, {"id": 1, "title": "Author 1", "body": ""}, {"id": 3, "title": "Author 3", "body": ""}], "rank_1": "1. Author 2", "rank_2": "2. Author 1", "rank_3": "3. 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0.41017887395991526, 0.44225980005295823, 0.4735614418621161, 0.48426584659333516, 0.5552232990105962, 0.4390189015019006, 0.3266729182235588, 0.36754905553946604, 0.4907615574886388, 0.5128884302983585, 0.22606089904411775, 0.3809913967928438, 0.40915793484756097, 0.40022046590425453, 0.413760479148033, 0.49453355884551664, 0.369918709814341, 0.45176162783733087, 0.4264806393771094, 0.5371065098464434, 0.5352443601002609, 0.5172585293768367, 0.27311141439825654, 0.47264196511336576, 0.3924326308349002, 0.3015312979230209, 0.1873953957265171, 0.3527836199467962, 0.3550719963029561], [0.4301510489879671, 0.5305008153825372, 0.46906323445433235, 0.46144015762603574, 0.515786598166651, 0.5724262952326076, 0.33523791548338644, 0.5226823575594343, 0.5530693287583878, 0.5382965597190474, 0.46533902853519493, 0.3788344580426134, 0.45564383008995796, 0.33879829768233727, 0.35463418792554174, 0.41101483735571004, 0.4538356420744455, 0.35606696345948546, 0.3269198968993871, 0.367985054785843, 0.47991328978863357, 0.3281288812819774, 0.4473325974598847, 0.4473101334515702, 0.3423954331823874, 0.28177535085784605, 0.401040036008859, 0.584509957163593, 0.47042026178863167, 0.5771504560602347, 0.326452428302238, 0.46846666141958065, 0.3287954485210403, 0.3678081956190602, 0.38662824457908995, 0.6347829560982876, 0.36352352628826334, 0.46245011953486653, 0.3426007151661458, 0.46995497894864313, 0.4421533571778523, 0.525249741825746, 0.3592869550566131, 0.5013635606358455, 0.5064947449357249, 0.38009219496654567, 0.38879083411416165, 0.3982939947594927, 0.2536163580704768, 0.43619934423376655, 0.5452479315568357, 0.29180829099541994, 0.35332541522924366, 0.3689236438465183, 0.3024338942814809]], "rep_clusters": [5, 11, 1], "a0_fullText": "Document 1: \nmy cat is in distress and i don\u2019t understand why\n\nmy cat has recently taken a liking to my roommate, when i try to pick him up & take him to my room he runs away, meows really loud, and makes me chase him around the coffee table.\n\nanyway what\u2019s really concerning me is that at least 3 times a day, i\u2019ll come out to grab him so he stops meowing at my roommates door. he makes me follow him into the kitchen, and he sits and meows at our little pantry area\n\nhe is meowing like he wants food or something specific in that area, but his food and water are located in my room. i have no idea what it is, i don\u2019t know what to do and it\u2019s making me so sad that i can\u2019t understand him. what does he want??? this has been going on for weeks", "a0_authorID": "a5a1cfde-6e00-5a93-86ae-167f78aefd02", "a1_fullText": "Document 1: \nMOVIEAND TV RECOMMENDATIONS 2\n\nYou know what they say with movie ratings on rotten tomatoes, After Europa makes a 10/10 rating within a week of its release, incredibly one of the best movies on the block right now but what makes this movie\u2019s rating break the scale is its distinctive use of literature and zero use of computer-generated images (CGI), certainly worth the watch. This movie captures the distinctive cultures and literature of ancient Europe (Europa), it focuses on Great <PERSON> and her armies of the 100, men who were strategically skilled with combat prowess and tenacity not only would you get to witness the great battle of the dead Sea but get in for a treat as you also get to witness how romance stands in the way of legacy and the fall of Europa.\n\nDocument 2: \nMOVIE AND TV RECOMMENDATION 3\n\nBecause you love romance, I am bringing you an exciting opportunity to catch this new seasonal premier, The Heirs, premiering every Wednesday evening at 8 pm, on MBC1. It features an Incredible family story that ranges from two exes and their children's love life. Two exes bittered from their past love experience now become a mother whose love for her son outweighs everything in her world and an ex-boyfriend who fathers the daughter in love with his ex\u2019s son. But when both children found love where it mattered the most, the question asked is will both parents be willing to bury the hatchet and let their children have their way? This series is a perfect blend of Royalty, Love, friendship and betrayal. The ancient settings and characters will captivate your soul and thirst for more thrillers. If you love Romance and suspense, then grab a seat and enjoy this new exciting tv series coming to your screen to give you a wonderful experience. catch in every Wednesday and replays on Saturdays 12 noon for more episodes of The heirs\n\nDocument 3: \nMy most embarrassing moment as an intern.\n\nDo you ever get that feeling where you just blackout when you are faced with a task, and everyone is waiting on you but then you begin to panic. Well, that's me a few weeks back on internship.\n\nAfter last semester's result I got accepted for internship. My duties varied from collection and entry of data, geological maps creation and survey data, and lest I forget running every errand for my very demanding boss :)\n\nI try to be careful when carrying out tasks, trying not to make a fool of myself because I have difficulty managing pressure. So, on this day we got a visit from the Director of the organization while I was assigned to help set up the conference room prior to his arrival and I executed my duties to the best of my ability, ensuring all electronic devices were fully functional while the meeting started afterwards. At about 30 minutes into it and the devices start to malfunction, I quickly went over to check what issues we ran into but on getting there I was confused and unable to fix the problem after spending time reviewing the situation, I realized my hands began to shake as I could feel the stare from my other colleges waiting on me so we could proceed.\n\nI could have just asked for help, but I kept saying, 'I got this' and after a long wait the meeting was adjourned. I remember that day as one of my most embarrassing experiences as an intern.", "a1_authorID": "c48dcd57-dc39-5259-a1a9-8ffe12525141", "a2_fullText": "Document 1: \nMy call centre job is awful\n\nEverything that could go wrong has\u2026. Unsupportive and rude supervisors. Overly critical moody and unkind coworkers. We have hot desks and so we can sit wherever we want and yet apparently I sat in someone else\u2019s seat today and she wasn\u2019t happy about it. It\u2019s such a small call centre I can\u2019t get away from these rude and unsupportive people.\n\nI\u2019m the newest one and yet supervisors never ask how I am or if I am enjoying the work or coping ok. They only write nasty negative emails to me without explaining what they mean or actually training me. I had arranged to meet with the boss yesterday but he didn\u2019t have time and then today when I asked him about the meeting he was extremely rude and made me feel awful for asking (this is my first time asking for a meeting with anyone). I wanted to explain how I feel isolated how no one is helping me, how my training was inadequate, how my co workers are unfriendly and rude (one in particular keeps harassing me and criticising me). Yet he responded in exactly the same way so I understand it\u2019s the environment here. They are nasty and just do not care.\n\nDisappointed as I tried so hard my first month here. My confidence has been shaken and it\u2019s truly awful. I can do the monotonous work well I think but the people are unhelpful unkind and so unsupportive. I trained people at my last job and I\u2019m shocked at the attitude of \u201csupervisors\u201d here.", "a2_authorID": "f23ecc91-e465-b962-403c-4f7b5f83a125", "authors_texts_as_html": "\n<!DOCTYPE html>\n<html lang=\"en\">\n<head>\n    <meta charset=\"UTF-8\">\n    <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\">\n    <title>Label Studio HTML</title>\n    <style>\n        .container {\n            overflow: auto;\n            border: solid 1px black;\n            padding: 10px;\n            margin: 0px 20px 5px 0px;\n        }\n        .flex-container {\n            display: flex;\n        }\n        .flex-item {\n            flex: 33%;\n            padding: 10px;\n            margin: 0px 20px 5px 0px;\n            border: solid 1px black;\n        }\n        h3 {\n            text-decoration: underline;\n        }\n    </style>\n</head>\n<body>\n    <div class=\"container\">\n        <h3>Mystery Author</h3>\n        <p id=\"query-text\">Document 1: \nIN LOVING MEMORY OF ANTHONY SEACAT\n\nFOREVER IN OUR HEARTS <PERSON>\n\n<PERSON> was a wonderful child whose loving memory would live everlasting in the hearts of <LOCATION>. <PERSON> aged <DATE_TIME>, born <DATE_TIME>.\n\n<PERSON> was a child who loved <DATE_TIME> school, she would sing her way to church <DATE_TIME> and return home singing. She was renowned as the angel of 10th street, always happy and outspoken. She was nurtured and brought up by her single mother <PERSON>, who did a wonderful job bringing her up till her demise. We want you to know that this city consoles you, <PERSON>.\n\nThe burial and funeral arrangement will take place at 1370 Remsen Ave, <LOCATION>, <DATE_TIME> <DATE_TIME>.\n\nIn attendance of the burial and funeral event will be the Mayor of <LOCATION> <PERSON>, And major philanthropist <PERSON>.\n\nIn loving memory <PERSON>, all donations should be made to New York Center for children (NYCC), Your contributions are appreciated.\n\n<PERSON> will continually be an icon and reminder to every security agency to always protect the children at any cost.\n\nDocument 2: \nIN LOVING MEMORY OF <PERSON>\n\n<PERSON> was an icon to all who knew her. She was born <DATE_TIME>, and lived <DATE_TIME> before departing <DATE_TIME>. She was married to <PERSON> and survived by three children <PERSON> and <PERSON>. Other relations are her grandkids <PERSON>, <PERSON> and <PERSON>.\n\nThe life of <PERSON> has been a gratifying journey, she loved being a tutor to her students and an example to her fellow colleagues at work. She was renowned for being the best teacher of <DATE_TIME>, 3 times in a row. She was also honored and would be remembered as the longest serving teacher at the community school of <LOCATION>. She was a woman full of integrity and her good deeds will forever be remembered as the legacy she has left behind.\n\nIt is with a painful heart that we must say goodbye to such a wonderful soul and icon to our community.\n\nThe burial and funeral would take place at a community funeral home, 909 5th street, <LOCATION> at <DATE_TIME>.\n\nThe family of the Late <PERSON> wishes for all memorial contributions to go to the community school of <LOCATION> to honor their mother.\n\nIt is with a painful heart that we have to say goodbye, but we do know that <PERSON> is in a better place and will forever remain a legend to us all.</p>\n    </div>\n    \n    <div class=\"flex-container\">\n        <div class=\"flex-item\">\n            <h3>Author 1</h3>\n            <p id=\"a1-text\">Document 1: \nmy cat is in distress and i don\u2019t understand why\n\nmy cat has recently taken a liking to my roommate, when i try to pick him up & take him to my room he runs away, meows really loud, and makes me chase him around the coffee table.\n\nanyway what\u2019s really concerning me is that at least 3 times a day, i\u2019ll come out to grab him so he stops meowing at my roommates door. he makes me follow him into the kitchen, and he sits and meows at our little pantry area\n\nhe is meowing like he wants food or something specific in that area, but his food and water are located in my room. i have no idea what it is, i don\u2019t know what to do and it\u2019s making me so sad that i can\u2019t understand him. what does he want??? this has been going on for weeks</p>\n        </div>\n        <div class=\"flex-item\">\n            <h3>Author 2</h3>\n            <p id=\"a2-text\">Document 1: \nMOVIEAND TV RECOMMENDATIONS 2\n\nYou know what they say with movie ratings on rotten tomatoes, After Europa makes a 10/10 rating within a week of its release, incredibly one of the best movies on the block right now but what makes this movie\u2019s rating break the scale is its distinctive use of literature and zero use of computer-generated images (CGI), certainly worth the watch. This movie captures the distinctive cultures and literature of ancient Europe (Europa), it focuses on Great <PERSON> and her armies of the 100, men who were strategically skilled with combat prowess and tenacity not only would you get to witness the great battle of the dead Sea but get in for a treat as you also get to witness how romance stands in the way of legacy and the fall of Europa.\n\nDocument 2: \nMOVIE AND TV RECOMMENDATION 3\n\nBecause you love romance, I am bringing you an exciting opportunity to catch this new seasonal premier, The Heirs, premiering every Wednesday evening at 8 pm, on MBC1. It features an Incredible family story that ranges from two exes and their children's love life. Two exes bittered from their past love experience now become a mother whose love for her son outweighs everything in her world and an ex-boyfriend who fathers the daughter in love with his ex\u2019s son. But when both children found love where it mattered the most, the question asked is will both parents be willing to bury the hatchet and let their children have their way? This series is a perfect blend of Royalty, Love, friendship and betrayal. The ancient settings and characters will captivate your soul and thirst for more thrillers. If you love Romance and suspense, then grab a seat and enjoy this new exciting tv series coming to your screen to give you a wonderful experience. catch in every Wednesday and replays on Saturdays 12 noon for more episodes of The heirs\n\nDocument 3: \nMy most embarrassing moment as an intern.\n\nDo you ever get that feeling where you just blackout when you are faced with a task, and everyone is waiting on you but then you begin to panic. Well, that's me a few weeks back on internship.\n\nAfter last semester's result I got accepted for internship. My duties varied from collection and entry of data, geological maps creation and survey data, and lest I forget running every errand for my very demanding boss :)\n\nI try to be careful when carrying out tasks, trying not to make a fool of myself because I have difficulty managing pressure. So, on this day we got a visit from the Director of the organization while I was assigned to help set up the conference room prior to his arrival and I executed my duties to the best of my ability, ensuring all electronic devices were fully functional while the meeting started afterwards. At about 30 minutes into it and the devices start to malfunction, I quickly went over to check what issues we ran into but on getting there I was confused and unable to fix the problem after spending time reviewing the situation, I realized my hands began to shake as I could feel the stare from my other colleges waiting on me so we could proceed.\n\nI could have just asked for help, but I kept saying, 'I got this' and after a long wait the meeting was adjourned. I remember that day as one of my most embarrassing experiences as an intern.</p>\n        </div>\n        <div class=\"flex-item\">\n            <h3>Author 3</h3>\n            <p id=\"a3-text\">Document 1: \nMy call centre job is awful\n\nEverything that could go wrong has\u2026. Unsupportive and rude supervisors. Overly critical moody and unkind coworkers. We have hot desks and so we can sit wherever we want and yet apparently I sat in someone else\u2019s seat today and she wasn\u2019t happy about it. It\u2019s such a small call centre I can\u2019t get away from these rude and unsupportive people.\n\nI\u2019m the newest one and yet supervisors never ask how I am or if I am enjoying the work or coping ok. They only write nasty negative emails to me without explaining what they mean or actually training me. I had arranged to meet with the boss yesterday but he didn\u2019t have time and then today when I asked him about the meeting he was extremely rude and made me feel awful for asking (this is my first time asking for a meeting with anyone). I wanted to explain how I feel isolated how no one is helping me, how my training was inadequate, how my co workers are unfriendly and rude (one in particular keeps harassing me and criticising me). Yet he responded in exactly the same way so I understand it\u2019s the environment here. They are nasty and just do not care.\n\nDisappointed as I tried so hard my first month here. My confidence has been shaken and it\u2019s truly awful. I can do the monotonous work well I think but the people are unhelpful unkind and so unsupportive. I trained people at my last job and I\u2019m shocked at the attitude of \u201csupervisors\u201d here.</p>\n        </div>\n    </div>\n</body>\n</html>\n\n", "explanation": "\n<p><strong>The following is a selection of writing style descriptions that our system identified in the text. For each style, we show how much it applies to each of the authors (higher score == more applicability and lower score == less applicability). The lowest score is 0, and the highest is +1. According to this analysis, our AI model made the recommendation below</strong></p>\n<p><strong>Style 1:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is reflective, focusing on past occurrences and maintaining a contemplative tone. They often incorporate additional details to offer further context, utilizing a variety of part-of-speech bigrams to enhance the narrative flow.</em></span></p>\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.85</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.65</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.59</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.57</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n\n<p><strong>Style 2:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is skilled in using formal language and maintains a formal tone throughout their work. They also incorporate various part-of-speech and morphology features to enhance the writing style.</em></span></p>\n\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.8</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.64</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.52</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.38</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n<p><strong>Style 3:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is focused on objective reporting and maintains a formal and professional tone throughout their writing. They use various clause structures and incorporate proper nouns in their work, while also paying attention to singular number morphology and foreign words as prepositional modifiers.</em></span></p>\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.66</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.57</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.51</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.53</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n\n", "gt_idx": 1, "source": "llm_tfidf_rep"}, {"Q_fullText": "Document 1: \n<PERSON>, <DATE_TIME>, of <LOCATION>, <LOCATION>, lost his battle with childhood lymphoma on <DATE_TIME>, surrounded by his loving family.\n\nHe was born in <LOCATION> on <DATE_TIME>, son of <PERSON> and <PERSON> and brother to <PERSON>, <DATE_TIME>; <PERSON>, <DATE_TIME>; and <PERSON>, <DATE_TIME>.\n\n<PERSON> was a hardworking student at Walt Whitman Elementary School. He was an accomplished cello player and won music awards at city-wide competitions. He loved baseball and the family's pet dog, Maxie.\n\nHe was a member of St. Matthews Baptist Church and attended regularly.\n\nHe was survived by aunts, uncles, grandparents, cousins, and many friends.\n\nFriends may call at Barkley Funeral Home, 18 E. Washington Ave., <LOCATION>, on <DATE_TIME> from <DATE_TIME> <DATE_TIME>. A private service for cremation will be held <DATE_TIME>.\n\nMemorials may be made to the American Cancer Society and the Ronald McDonald House.\n\nDocument 2: \n<PERSON>, aged <DATE_TIME>, of <LOCATION>, <LOCATION> passed away in an auto accident on <DATE_TIME>.\n\nShe was born in <LOCATION> on <DATE_TIME>, a daughter of the late <PERSON> and <PERSON>.\n\n<PERSON> graduated from Andrew Jackson High School and attended Milwaukee Community College for <DATE_TIME>. She did secretarial work for <DATE_TIME> for the law firm of Baxter and Martinson. She was a member of St. Peter Presbyterian Church and volunteered for the Milwaukee Legal Aid Society.\n\nIn addition to her parents, she was predeceased by her brother <PERSON>. She is survived by brother <PERSON>, sister <PERSON>, and brother-in-law <PERSON>.\n\nFriends may call at Sylvester Funeral Home, 818 W. 45th St., <LOCATION> on <DATE_TIME> from <DATE_TIME> and are invited to attend a service there on <DATE_TIME> at <DATE_TIME>. Burial will follow in Forest Home Cemetery, with a celebration of life to follow.\n\nMemorials may be made to Milwaukee Legal Aid Society or St. Peter Presbyterian Church.", "Q_authorID": "de5e331d-c97f-50fe-a228-d6669b2e7148", "latent_rank": [2, 0, 1], "system_rank": [{"id": 3, "title": "Author 3", "body": ""}, {"id": 1, "title": "Author 1", "body": ""}, {"id": 2, "title": "Author 2", "body": ""}], "rank_1": "1. Author 3", "rank_2": "2. Author 1", "rank_3": "3. 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<PERSON> opened the film with promise. It felt like a strong origin tale for the characters. <PERSON>\u2019s dream was to open up his shop, and <PERSON>\u2019s dream was to take over the shop from her dad. This fell into generic territory right after, as the father/daughter storyline did not have an emotional connection carry the film. It became repetitive as <PERSON> tried to please her father and cross obstacles to save the store. Some moments should have been emotional because the story beats were there, but something was missing. Once <PERSON> (<PERSON>) entered the picture, the story between father and daughter was put on the back burner. There was no balance between the two, and it seemed that they wanted to focus more on the love story that carried the second half.\n\nclick here for my full review", "a0_authorID": "af7d1f70-d7d6-418c-adf8-01b4275d201c", "a1_fullText": "Document 1: \nThe Secret Life of Walter Mitty\n\n\"I haven't really been anywhere noteworthy or mentionable.\"\nLengthy thoughts incoming! The Secret Life of Walter Mitty is far from perfect, but it's still one of my favorite movies :) Took a break tonight from the onslaught of horror films I've been sprinting through to watch something that feels like sitting in a park on a warm breezy day. Also a weird evening to even pick up this movie, because I literally downloaded Hinge and then didn't open it because I got scared. So the whole eHarmony plot line with <PERSON> struggling to feel confidence in himself, his experiences, and life at large was really topical. Hinge is still sitting untouched on my phone, and unlike <PERSON> I don't have an office to go in and develop a work crush. Huge dilemma. Anyways...\n\nInside of me there are two wolves: a 23 year old female musician who lives in Brooklyn and a middle-aged white man who's worked at TIME Magazine for 16 years and doesn't think his life has gone the direction he hoped it would. I've undeniably done much more with my life than I could have ever anticipated, but I deeply relate to <PERSON> as a character and a lot of the feelings he navigates: the stagnation that occurs after a major loss of a loved one, the pause you put on any personal goals you have in order to tend to your loved ones emotionally and financially, and using maladaptive daydreaming to cope with all of it. All of that is a little too close to home currently! I do however feel like my life is starting to find its pacing. Over the last year I've been heavily trying to bring myself out of simply daydreaming. I'm trying to become more of a participant in my life rather than a spectator and desperately attempting to understand myself further beyond the confines of my obligations to others. I'm especially learning how to be brave and trust that I am capable of almost anything, and watching <PERSON> navigate new countries, new people, and learn about his strengths feels very encouraging to me.\n\nI've had people closest to me describe me as \"being afraid of living\" these past few years, and I don't think they were entirely wrong. Anxiety is a beast to overcome and I still have days were I can't quite best it, but buy and large I'm doing a lot better now. I'm learning\u2013just like <PERSON>\u2013that doing things you're afraid of usually teaches you something. I'm still learning a lot about myself generally, but I know I believe that life is beautiful. I know I want to see the world. I know I am in awe of the people in my life that make even the most mundane days sparkle. I hope I always do my best to express my love for others, foster love for myself, and remember I have agency over my own life.", "a1_authorID": "c64671fd-63a4-abc8-adc7-139044de2114", "a2_fullText": "Document 1: \nDo Automated Litter Boxes Work?\n\nWe've had a couple cats for years now and get tired of cleaning the litter box regularly. We heard about automated litter boxes where they detect when the cat is done doing its business and it cycles to separate the poop from the litter. Therefore, it's presenting relatively fresh litter to the cats each time it's used.\n\nFirst of all, do they work? Have you found any problems with them, such as cats being afraid to use them or the machine not separating the excrement or wet litter adequately.\n\nAlso, does it help with the smell? I hate to be one of those people who don't recognize how much their house smells because of their animals. Do the automated litter boxes cut down on the smell of used litter or does it make it worse?\n\nIf you know of a brand that's better than others (or one that's worse), please let me know, also.\n\nI'm ready to make the leap if they do the job adequately.\n\nDocument 2: \nHmmmm.... I Was in a Rush\n\nMy job was coming to an end, so I needed to find a new one. I had interviewed once with a company downtown and knew there would be a second interview with the accounting manager of the company.\n\nThey called me around noon and gave me a choice of meeting that afternoon or the next morning. Because I was eager to get the job, I chose to meet with the accounting manager that afternoon. Unfortunately, it was a casual dress day at the company I was at and I didn't have time to go home and change first.\n\nPerhaps I should have taken that into consideration when I scheduled the interview with the manager. I could tell as soon as I walked in that he thought I was dressed inappropriately. I told him it was a casual day at my current job and I hadn't had time to change, but apparently that wasn't good enough for him. He still acted like I didn't think he was important enough to dress appropriately for.\n\nI didn't get the job offer.\n\nSometimes, you learn lessons the hard way.\n\nDocument 3: \nDo Dogs Have to Leave Their Smell Behind?\n\nHello. We live in a condo with 36 units and most people use the elevator to get in and out of the building. There are probably a dozen dog owners in the building. (Thank goodness they're not noisy!) Is it common and reasonable for the elevator to smell like a dog for an hour or more after somebody takes their dog out for a walk?\n\nI've been to many people's houses and their dogs smell ok or at least seem reasonably clean. I have a fairly decent sense of smell but I don't think it's unusually sensitive. I just think at least one owner doesn't bathe their dog often enough! Perhaps they're so used to it that they don't notice, but I sure do.\n\nIs this reasonable, and if not, how can I tactfully raise the issue without starting a war with dog-owners? Perhaps I could post something in the elevator or bring it up at a quarterly condo HOA meeting, but both of those almost seem like making too big a deal over it.\n\nTo me, it's part of the job of a dog owner to make sure it stays clean and doesn't offend - or even interfere - with neighbors. It doesn't smell like dog poop or anything like that. It's more like an animal that's gone too long without a bath.\n\nMaybe I am making too big a deal out of it and should just let it go, but frankly, I'm tired of it.", "a2_authorID": "de5e331d-c97f-50fe-a228-d6669b2e7148", "authors_texts_as_html": "\n<!DOCTYPE html>\n<html lang=\"en\">\n<head>\n    <meta charset=\"UTF-8\">\n    <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\">\n    <title>Label Studio HTML</title>\n    <style>\n        .container {\n            overflow: auto;\n            border: solid 1px black;\n            padding: 10px;\n            margin: 0px 20px 5px 0px;\n        }\n        .flex-container {\n            display: flex;\n        }\n        .flex-item {\n            flex: 33%;\n            padding: 10px;\n            margin: 0px 20px 5px 0px;\n            border: solid 1px black;\n        }\n        h3 {\n            text-decoration: underline;\n        }\n    </style>\n</head>\n<body>\n    <div class=\"container\">\n        <h3>Mystery Author</h3>\n        <p id=\"query-text\">Document 1: \n<PERSON>, <DATE_TIME>, of <LOCATION>, <LOCATION>, lost his battle with childhood lymphoma on <DATE_TIME>, surrounded by his loving family.\n\nHe was born in <LOCATION> on <DATE_TIME>, son of <PERSON> and <PERSON> and brother to <PERSON>, <DATE_TIME>; <PERSON>, <DATE_TIME>; and <PERSON>, <DATE_TIME>.\n\n<PERSON> was a hardworking student at Walt Whitman Elementary School. He was an accomplished cello player and won music awards at city-wide competitions. He loved baseball and the family's pet dog, Maxie.\n\nHe was a member of St. Matthews Baptist Church and attended regularly.\n\nHe was survived by aunts, uncles, grandparents, cousins, and many friends.\n\nFriends may call at Barkley Funeral Home, 18 E. Washington Ave., <LOCATION>, on <DATE_TIME> from <DATE_TIME> <DATE_TIME>. A private service for cremation will be held <DATE_TIME>.\n\nMemorials may be made to the American Cancer Society and the Ronald McDonald House.\n\nDocument 2: \n<PERSON>, aged <DATE_TIME>, of <LOCATION>, <LOCATION> passed away in an auto accident on <DATE_TIME>.\n\nShe was born in <LOCATION> on <DATE_TIME>, a daughter of the late <PERSON> and <PERSON>.\n\n<PERSON> graduated from Andrew Jackson High School and attended Milwaukee Community College for <DATE_TIME>. She did secretarial work for <DATE_TIME> for the law firm of Baxter and Martinson. She was a member of St. Peter Presbyterian Church and volunteered for the Milwaukee Legal Aid Society.\n\nIn addition to her parents, she was predeceased by her brother <PERSON>. She is survived by brother <PERSON>, sister <PERSON>, and brother-in-law <PERSON>.\n\nFriends may call at Sylvester Funeral Home, 818 W. 45th St., <LOCATION> on <DATE_TIME> from <DATE_TIME> and are invited to attend a service there on <DATE_TIME> at <DATE_TIME>. Burial will follow in Forest Home Cemetery, with a celebration of life to follow.\n\nMemorials may be made to Milwaukee Legal Aid Society or St. Peter Presbyterian Church.</p>\n    </div>\n    \n    <div class=\"flex-container\">\n        <div class=\"flex-item\">\n            <h3>Author 1</h3>\n            <p id=\"a1-text\">Document 1: \nElemental\n\nDirector <PERSON> opened the film with promise. It felt like a strong origin tale for the characters. <PERSON>\u2019s dream was to open up his shop, and <PERSON>\u2019s dream was to take over the shop from her dad. This fell into generic territory right after, as the father/daughter storyline did not have an emotional connection carry the film. It became repetitive as <PERSON> tried to please her father and cross obstacles to save the store. Some moments should have been emotional because the story beats were there, but something was missing. Once <PERSON> (<PERSON>) entered the picture, the story between father and daughter was put on the back burner. There was no balance between the two, and it seemed that they wanted to focus more on the love story that carried the second half.\n\nclick here for my full review</p>\n        </div>\n        <div class=\"flex-item\">\n            <h3>Author 2</h3>\n            <p id=\"a2-text\">Document 1: \nThe Secret Life of Walter Mitty\n\n\"I haven't really been anywhere noteworthy or mentionable.\"\nLengthy thoughts incoming! The Secret Life of Walter Mitty is far from perfect, but it's still one of my favorite movies :) Took a break tonight from the onslaught of horror films I've been sprinting through to watch something that feels like sitting in a park on a warm breezy day. Also a weird evening to even pick up this movie, because I literally downloaded Hinge and then didn't open it because I got scared. So the whole eHarmony plot line with <PERSON> struggling to feel confidence in himself, his experiences, and life at large was really topical. Hinge is still sitting untouched on my phone, and unlike <PERSON> I don't have an office to go in and develop a work crush. Huge dilemma. Anyways...\n\nInside of me there are two wolves: a 23 year old female musician who lives in Brooklyn and a middle-aged white man who's worked at TIME Magazine for 16 years and doesn't think his life has gone the direction he hoped it would. I've undeniably done much more with my life than I could have ever anticipated, but I deeply relate to <PERSON> as a character and a lot of the feelings he navigates: the stagnation that occurs after a major loss of a loved one, the pause you put on any personal goals you have in order to tend to your loved ones emotionally and financially, and using maladaptive daydreaming to cope with all of it. All of that is a little too close to home currently! I do however feel like my life is starting to find its pacing. Over the last year I've been heavily trying to bring myself out of simply daydreaming. I'm trying to become more of a participant in my life rather than a spectator and desperately attempting to understand myself further beyond the confines of my obligations to others. I'm especially learning how to be brave and trust that I am capable of almost anything, and watching <PERSON> navigate new countries, new people, and learn about his strengths feels very encouraging to me.\n\nI've had people closest to me describe me as \"being afraid of living\" these past few years, and I don't think they were entirely wrong. Anxiety is a beast to overcome and I still have days were I can't quite best it, but buy and large I'm doing a lot better now. I'm learning\u2013just like <PERSON>\u2013that doing things you're afraid of usually teaches you something. I'm still learning a lot about myself generally, but I know I believe that life is beautiful. I know I want to see the world. I know I am in awe of the people in my life that make even the most mundane days sparkle. I hope I always do my best to express my love for others, foster love for myself, and remember I have agency over my own life.</p>\n        </div>\n        <div class=\"flex-item\">\n            <h3>Author 3</h3>\n            <p id=\"a3-text\">Document 1: \nDo Automated Litter Boxes Work?\n\nWe've had a couple cats for years now and get tired of cleaning the litter box regularly. We heard about automated litter boxes where they detect when the cat is done doing its business and it cycles to separate the poop from the litter. Therefore, it's presenting relatively fresh litter to the cats each time it's used.\n\nFirst of all, do they work? Have you found any problems with them, such as cats being afraid to use them or the machine not separating the excrement or wet litter adequately.\n\nAlso, does it help with the smell? I hate to be one of those people who don't recognize how much their house smells because of their animals. Do the automated litter boxes cut down on the smell of used litter or does it make it worse?\n\nIf you know of a brand that's better than others (or one that's worse), please let me know, also.\n\nI'm ready to make the leap if they do the job adequately.\n\nDocument 2: \nHmmmm.... I Was in a Rush\n\nMy job was coming to an end, so I needed to find a new one. I had interviewed once with a company downtown and knew there would be a second interview with the accounting manager of the company.\n\nThey called me around noon and gave me a choice of meeting that afternoon or the next morning. Because I was eager to get the job, I chose to meet with the accounting manager that afternoon. Unfortunately, it was a casual dress day at the company I was at and I didn't have time to go home and change first.\n\nPerhaps I should have taken that into consideration when I scheduled the interview with the manager. I could tell as soon as I walked in that he thought I was dressed inappropriately. I told him it was a casual day at my current job and I hadn't had time to change, but apparently that wasn't good enough for him. He still acted like I didn't think he was important enough to dress appropriately for.\n\nI didn't get the job offer.\n\nSometimes, you learn lessons the hard way.\n\nDocument 3: \nDo Dogs Have to Leave Their Smell Behind?\n\nHello. We live in a condo with 36 units and most people use the elevator to get in and out of the building. There are probably a dozen dog owners in the building. (Thank goodness they're not noisy!) Is it common and reasonable for the elevator to smell like a dog for an hour or more after somebody takes their dog out for a walk?\n\nI've been to many people's houses and their dogs smell ok or at least seem reasonably clean. I have a fairly decent sense of smell but I don't think it's unusually sensitive. I just think at least one owner doesn't bathe their dog often enough! Perhaps they're so used to it that they don't notice, but I sure do.\n\nIs this reasonable, and if not, how can I tactfully raise the issue without starting a war with dog-owners? Perhaps I could post something in the elevator or bring it up at a quarterly condo HOA meeting, but both of those almost seem like making too big a deal over it.\n\nTo me, it's part of the job of a dog owner to make sure it stays clean and doesn't offend - or even interfere - with neighbors. It doesn't smell like dog poop or anything like that. It's more like an animal that's gone too long without a bath.\n\nMaybe I am making too big a deal out of it and should just let it go, but frankly, I'm tired of it.</p>\n        </div>\n    </div>\n</body>\n</html>\n\n", "explanation": "\n<p><strong>The following is a selection of writing style descriptions that our system identified in the text. For each style, we show how much it applies to each of the authors (higher score == more applicability and lower score == less applicability). The lowest score is 0, and the highest is +1. According to this analysis, our AI model made the recommendation below</strong></p>\n<p><strong>Style 1:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is reflective, focusing on past occurrences and maintaining a contemplative tone. They often incorporate additional details to offer further context, utilizing a variety of part-of-speech bigrams to enhance the narrative flow.</em></span></p>\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.87</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.51</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.4</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.53</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n\n<p><strong>Style 2:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is skilled in using formal language and maintains a formal tone throughout their work. They also incorporate various part-of-speech and morphology features to enhance the writing style.</em></span></p>\n\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.87</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.45</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.36</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.48</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n<p><strong>Style 3:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author enhances sentence structure with additional elements, frequently includes extra details, and utilizes a variety of part-of-speech bigrams to create a dynamic writing style.</em></span></p>\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.56</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.65</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.72</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.46</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n\n", "gt_idx": 2, "source": "llm_tfidf_rep"}, {"Q_fullText": "Document 1: \n<PERSON>, <DATE_TIME>, died suddenly on <DATE_TIME> while visiting family in <LOCATION>. Cause of death is believed to be cardiac arrest. <PERSON> was collecting material for his next novel, to be set in his home village of <LOCATION>. <PERSON> is survived by his partner of <DATE_TIME>, <PERSON>, his parents <PERSON> and <PERSON>, and his siblings, <PERSON>, <PERSON>, and <PERSON>, as well as many cherished nephews and nieces.\n\n<PERSON> was born <DATE_TIME> in <LOCATION>, and earned two Masters degrees from the University of Granada in Professional Translation and in Business Law in <DATE_TIME>. After matriculation he emigrated to <LOCATION> to pursue a career in international business law in <LOCATION>. In <DATE_TIME> he became a partner at Andrews, Shulman and Smith. Novel writing was his passionate hobby, and his first two novels - 'A Basket of Eggs' (<DATE_TIME>) and 'Facts Matter' (<DATE_TIME>) were well received.\n\n<PERSON> enthusiastically led writing workshops, organized career days discussing law and translation, and mentored many legal interns. He often commented that the greatest investment one can make is in young people.\n\n<PERSON> and <PERSON> shared interests in travel, dining, literature, and theatre. They had a large circle of friends, and were active in groups providing support to the Latin community.\n\n<PERSON> will be cremated in <LOCATION>, and the family will hold a private internment ceremony. A Memorial Service will be held by invitation at <PERSON> and <PERSON>'s favourite dinner spot, the Torres Restaurant in <LOCATION>, at <DATE_TIME> on <DATE_TIME>, with dinner to follow.\n\nDocument 2: \n<PERSON> died in <DATE_TIME> while napping at her co-op space in the Chestnut Street Collective Mall. <PERSON> was a colourful figure in the arts community; she was probably over 80 years old, though she always commented that she was '<DATE_TIME> at heart'. Virtually nothing is known about <PERSON>'s youth and family life. <PERSON> moved to the <LOCATION> area in <DATE_TIME>, and for some time had no permanent address. She had an incredible talent for fiber and pottery art, which blossomed with the establishment of the Chestnut Street Collective in <DATE_TIME>. The Collective's housing options for artists, secure exhibit space, and patron support, provided the needed stability for <PERSON> to produce her fascinating creations. She shared her passion, talent, and techniques in the Developing Artist Workshops held <DATE_TIME> at the Collective.\n\n<PERSON>'s body has been donated to the San Diego Medical School, as she requested. Her friends are hosting a Memorial Celebration in the event space at the Chestnut Street Collective on <DATE_TIME>, from <DATE_TIME>. Donations to the Developing Artists Workshop can be made in <PERSON>'s memory.\n\nDocument 3: \n<PERSON>, <DATE_TIME>, was struck by a vehicle <DATE_TIME> <DATE_TIME>, and died due to his injuries at St. Agnes Hospital in <LOCATION> <DATE_TIME>, <DATE_TIME>. <PERSON> is survived by his loving family: parents, <PERSON> and <PERSON>, siblings, <PERSON> <DATE_TIME>, <PERSON> <DATE_TIME>, and <PERSON> <DATE_TIME>, and his grandparents and cousins. The cheerful third grader attended Good Shepherd Elementary School in <LOCATION>, where he enjoyed soccer, reading, and art class. At home, <PERSON> enjoyed playing with his brothers and sister and his model trains.\n\nThe family will host private visitation at their home, for relatives and close friends only, on <DATE_TIME> from <DATE_TIME>. A Mass of Christian Burial will follow at <DATE_TIME> at Good Shepherd Church in <LOCATION>. The family asks that those wanting to remember <PERSON> contribute to the Safe Community initiative, dedicated to the prevention of road traffic accidents.", "Q_authorID": "65d20216-381d-59b0-9aad-da62b34b4af4", "latent_rank": [0, 1, 2], "system_rank": [{"id": 1, "title": "Author 1", "body": ""}, {"id": 2, "title": "Author 2", "body": ""}, {"id": 3, "title": "Author 3", "body": ""}], "rank_1": "1. Author 1", "rank_2": "2. Author 2", "rank_3": "3. 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Produced from organic green pumpkin seeds and just enough water for processing, it contains absolutely no soy, wheat, gluten, or other common allergens. Pumfu packs a protein punch with 17 grams of protein per 4 oz serving. Pumfu does not require cooking or pressing, with a pleasant firm texture and mild flavour. Pumfu will elevate all of your favourite tofu or paneer recipes; it is excellent marinated, grilled, roasted, air fried, saut\u00e9ed, or baked. Surprise your meat eating friends with its delicious taste and texture; Pumfu tastes BETTER than chicken! Also available in naturally flavoured crumbles: chorizo, sausage, and sloppy joe.\n\nDocument 2: \nMidwest Artisanal Organic Bread Flour, 2 kg resealable bag\n\nThis certified organic unbleached bread flour is milled from hard red wheat, sourced from small family farms throughout the midwest United States and Canada. QR codes on each package allow the discriminating baker to trace their flour to the producer. All flour is guaranteed 11 to 11.5% protein for optimal performance in breads and pastry. The high gluten content ensures consistent rise time and excellent texture. Careful attention to detail from farm to mill is what sets Midwest Artisanal flours apart. Professional bakers insist on our flours, and now you can purchase the same flour for your lovingly crafted creations.", "a0_authorID": "65d20216-381d-59b0-9aad-da62b34b4af4", "a1_fullText": "Document 1: \nIntroducing cat to family dog\n\nHi everyone! Looking for some advice. When I moved out of my parents place, I got my first pet- a cat named <PERSON>! All my life I had a dog and my family dog is still alive. My moms health has recently took a turn and she's in the hospital. She's been in and out all month and I've been back and forth to her house to care for our family dog <PERSON>. They've both met a few times and mostly just ignore each other whenever <PERSON> would come over. I feel bad leaving my cat and fianc\u00e9 to live at the house for my moms dog\n\nWe have a one bedroom apartment but have a baby gate to separate them if needed. I cant tell if they get along, I had them both on the couch with me last night far from each other but <PERSON> will swat at him sometimes especially by his tree. <PERSON> has hissed at him in the past but hasn't yet same with <PERSON> they just co-exist. I'm just afraid of a fight breaking out and always feel the need to be in the same room as them in case.", "a1_authorID": "c063f75d-c48e-d161-8178-188790a1700c", "a2_fullText": "Document 1: \nMy call centre job is awful\n\nEverything that could go wrong has\u2026. Unsupportive and rude supervisors. Overly critical moody and unkind coworkers. We have hot desks and so we can sit wherever we want and yet apparently I sat in someone else\u2019s seat today and she wasn\u2019t happy about it. It\u2019s such a small call centre I can\u2019t get away from these rude and unsupportive people.\n\nI\u2019m the newest one and yet supervisors never ask how I am or if I am enjoying the work or coping ok. They only write nasty negative emails to me without explaining what they mean or actually training me. I had arranged to meet with the boss yesterday but he didn\u2019t have time and then today when I asked him about the meeting he was extremely rude and made me feel awful for asking (this is my first time asking for a meeting with anyone). I wanted to explain how I feel isolated how no one is helping me, how my training was inadequate, how my co workers are unfriendly and rude (one in particular keeps harassing me and criticising me). Yet he responded in exactly the same way so I understand it\u2019s the environment here. They are nasty and just do not care.\n\nDisappointed as I tried so hard my first month here. My confidence has been shaken and it\u2019s truly awful. I can do the monotonous work well I think but the people are unhelpful unkind and so unsupportive. I trained people at my last job and I\u2019m shocked at the attitude of \u201csupervisors\u201d here.", "a2_authorID": "f23ecc91-e465-b962-403c-4f7b5f83a125", "authors_texts_as_html": "\n<!DOCTYPE html>\n<html lang=\"en\">\n<head>\n    <meta charset=\"UTF-8\">\n    <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\">\n    <title>Label Studio HTML</title>\n    <style>\n        .container {\n            overflow: auto;\n            border: solid 1px black;\n            padding: 10px;\n            margin: 0px 20px 5px 0px;\n        }\n        .flex-container {\n            display: flex;\n        }\n        .flex-item {\n            flex: 33%;\n            padding: 10px;\n            margin: 0px 20px 5px 0px;\n            border: solid 1px black;\n        }\n        h3 {\n            text-decoration: underline;\n        }\n    </style>\n</head>\n<body>\n    <div class=\"container\">\n        <h3>Mystery Author</h3>\n        <p id=\"query-text\">Document 1: \n<PERSON>, <DATE_TIME>, died suddenly on <DATE_TIME> while visiting family in <LOCATION>. Cause of death is believed to be cardiac arrest. <PERSON> was collecting material for his next novel, to be set in his home village of <LOCATION>. <PERSON> is survived by his partner of <DATE_TIME>, <PERSON>, his parents <PERSON> and <PERSON>, and his siblings, <PERSON>, <PERSON>, and <PERSON>, as well as many cherished nephews and nieces.\n\n<PERSON> was born <DATE_TIME> in <LOCATION>, and earned two Masters degrees from the University of Granada in Professional Translation and in Business Law in <DATE_TIME>. After matriculation he emigrated to <LOCATION> to pursue a career in international business law in <LOCATION>. In <DATE_TIME> he became a partner at Andrews, Shulman and Smith. Novel writing was his passionate hobby, and his first two novels - 'A Basket of Eggs' (<DATE_TIME>) and 'Facts Matter' (<DATE_TIME>) were well received.\n\n<PERSON> enthusiastically led writing workshops, organized career days discussing law and translation, and mentored many legal interns. He often commented that the greatest investment one can make is in young people.\n\n<PERSON> and <PERSON> shared interests in travel, dining, literature, and theatre. They had a large circle of friends, and were active in groups providing support to the Latin community.\n\n<PERSON> will be cremated in <LOCATION>, and the family will hold a private internment ceremony. A Memorial Service will be held by invitation at <PERSON> and <PERSON>'s favourite dinner spot, the Torres Restaurant in <LOCATION>, at <DATE_TIME> on <DATE_TIME>, with dinner to follow.\n\nDocument 2: \n<PERSON> died in <DATE_TIME> while napping at her co-op space in the Chestnut Street Collective Mall. <PERSON> was a colourful figure in the arts community; she was probably over 80 years old, though she always commented that she was '<DATE_TIME> at heart'. Virtually nothing is known about <PERSON>'s youth and family life. <PERSON> moved to the <LOCATION> area in <DATE_TIME>, and for some time had no permanent address. She had an incredible talent for fiber and pottery art, which blossomed with the establishment of the Chestnut Street Collective in <DATE_TIME>. The Collective's housing options for artists, secure exhibit space, and patron support, provided the needed stability for <PERSON> to produce her fascinating creations. She shared her passion, talent, and techniques in the Developing Artist Workshops held <DATE_TIME> at the Collective.\n\n<PERSON>'s body has been donated to the San Diego Medical School, as she requested. Her friends are hosting a Memorial Celebration in the event space at the Chestnut Street Collective on <DATE_TIME>, from <DATE_TIME>. Donations to the Developing Artists Workshop can be made in <PERSON>'s memory.\n\nDocument 3: \n<PERSON>, <DATE_TIME>, was struck by a vehicle <DATE_TIME> <DATE_TIME>, and died due to his injuries at St. Agnes Hospital in <LOCATION> <DATE_TIME>, <DATE_TIME>. <PERSON> is survived by his loving family: parents, <PERSON> and <PERSON>, siblings, <PERSON> <DATE_TIME>, <PERSON> <DATE_TIME>, and <PERSON> <DATE_TIME>, and his grandparents and cousins. The cheerful third grader attended Good Shepherd Elementary School in <LOCATION>, where he enjoyed soccer, reading, and art class. At home, <PERSON> enjoyed playing with his brothers and sister and his model trains.\n\nThe family will host private visitation at their home, for relatives and close friends only, on <DATE_TIME> from <DATE_TIME>. A Mass of Christian Burial will follow at <DATE_TIME> at Good Shepherd Church in <LOCATION>. The family asks that those wanting to remember <PERSON> contribute to the Safe Community initiative, dedicated to the prevention of road traffic accidents.</p>\n    </div>\n    \n    <div class=\"flex-container\">\n        <div class=\"flex-item\">\n            <h3>Author 1</h3>\n            <p id=\"a1-text\">Document 1: \nPumfu, THE alternative protein alternative, 8 oz\n\nPumfu is THE revolutionary product in the alternative protein aisle. Produced from organic green pumpkin seeds and just enough water for processing, it contains absolutely no soy, wheat, gluten, or other common allergens. Pumfu packs a protein punch with 17 grams of protein per 4 oz serving. Pumfu does not require cooking or pressing, with a pleasant firm texture and mild flavour. Pumfu will elevate all of your favourite tofu or paneer recipes; it is excellent marinated, grilled, roasted, air fried, saut\u00e9ed, or baked. Surprise your meat eating friends with its delicious taste and texture; Pumfu tastes BETTER than chicken! Also available in naturally flavoured crumbles: chorizo, sausage, and sloppy joe.\n\nDocument 2: \nMidwest Artisanal Organic Bread Flour, 2 kg resealable bag\n\nThis certified organic unbleached bread flour is milled from hard red wheat, sourced from small family farms throughout the midwest United States and Canada. QR codes on each package allow the discriminating baker to trace their flour to the producer. All flour is guaranteed 11 to 11.5% protein for optimal performance in breads and pastry. The high gluten content ensures consistent rise time and excellent texture. Careful attention to detail from farm to mill is what sets Midwest Artisanal flours apart. Professional bakers insist on our flours, and now you can purchase the same flour for your lovingly crafted creations.</p>\n        </div>\n        <div class=\"flex-item\">\n            <h3>Author 2</h3>\n            <p id=\"a2-text\">Document 1: \nIntroducing cat to family dog\n\nHi everyone! Looking for some advice. When I moved out of my parents place, I got my first pet- a cat named <PERSON>! All my life I had a dog and my family dog is still alive. My moms health has recently took a turn and she's in the hospital. She's been in and out all month and I've been back and forth to her house to care for our family dog <PERSON>. They've both met a few times and mostly just ignore each other whenever <PERSON> would come over. I feel bad leaving my cat and fianc\u00e9 to live at the house for my moms dog\n\nWe have a one bedroom apartment but have a baby gate to separate them if needed. I cant tell if they get along, I had them both on the couch with me last night far from each other but <PERSON> will swat at him sometimes especially by his tree. <PERSON> has hissed at him in the past but hasn't yet same with <PERSON> they just co-exist. I'm just afraid of a fight breaking out and always feel the need to be in the same room as them in case.</p>\n        </div>\n        <div class=\"flex-item\">\n            <h3>Author 3</h3>\n            <p id=\"a3-text\">Document 1: \nMy call centre job is awful\n\nEverything that could go wrong has\u2026. Unsupportive and rude supervisors. Overly critical moody and unkind coworkers. We have hot desks and so we can sit wherever we want and yet apparently I sat in someone else\u2019s seat today and she wasn\u2019t happy about it. It\u2019s such a small call centre I can\u2019t get away from these rude and unsupportive people.\n\nI\u2019m the newest one and yet supervisors never ask how I am or if I am enjoying the work or coping ok. They only write nasty negative emails to me without explaining what they mean or actually training me. I had arranged to meet with the boss yesterday but he didn\u2019t have time and then today when I asked him about the meeting he was extremely rude and made me feel awful for asking (this is my first time asking for a meeting with anyone). I wanted to explain how I feel isolated how no one is helping me, how my training was inadequate, how my co workers are unfriendly and rude (one in particular keeps harassing me and criticising me). Yet he responded in exactly the same way so I understand it\u2019s the environment here. They are nasty and just do not care.\n\nDisappointed as I tried so hard my first month here. My confidence has been shaken and it\u2019s truly awful. I can do the monotonous work well I think but the people are unhelpful unkind and so unsupportive. I trained people at my last job and I\u2019m shocked at the attitude of \u201csupervisors\u201d here.</p>\n        </div>\n    </div>\n</body>\n</html>\n\n", "explanation": "\n<p><strong>The following is a selection of writing style descriptions that our system identified in the text. For each style, we show how much it applies to each of the authors (higher score == more applicability and lower score == less applicability). The lowest score is 0, and the highest is +1. According to this analysis, our AI model made the recommendation below</strong></p>\n<p><strong>Style 1:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is reflective, focusing on past occurrences and maintaining a contemplative tone. They often incorporate additional details to offer further context, utilizing a variety of part-of-speech bigrams to enhance the narrative flow.</em></span></p>\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.78</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.59</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.6</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.57</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n\n<p><strong>Style 2:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is skilled in using formal language and maintains a formal tone throughout their work. They also incorporate various part-of-speech and morphology features to enhance the writing style.</em></span></p>\n\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.8</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.55</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.49</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.38</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n<p><strong>Style 3:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is focused on objective reporting and maintains a formal and professional tone throughout their writing. They use various clause structures and incorporate proper nouns in their work, while also paying attention to singular number morphology and foreign words as prepositional modifiers.</em></span></p>\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.62</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.55</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.48</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.53</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n\n", "gt_idx": 0, "source": "llm_tfidf_rep"}, {"Q_fullText": "Document 1: \nWe lost our dear <PERSON> on <DATE_TIME>. <PERSON> had bravely fought cancer for <DATE_TIME> and peacefully died <DATE_TIME> at <DATE_TIME> with her family by her side at Biggs Cancer Treatment Center in <LOCATION>, <LOCATION>. She only had <DATE_TIME> before her <DATE_TIME>.\n\n<PERSON> was born <DATE_TIME> in a little town called <LOCATION> in <LOCATION>. In that same little town she married her husband <PERSON>. They were high school sweethearts and their marriage is a great example of what a happy married life should be. In <DATE_TIME>, they had their first child <PERSON> and <DATE_TIME> that a girl named <PERSON> after <PERSON>'s mother. In <DATE_TIME> they moved to <LOCATION> where <PERSON> got a job as a chef in one of the best restaurants in <LOCATION>. <PERSON> was a housewife but whenever there was an important decision to make, all family members went to \"mama <PERSON>\" whose wisdom and patience were truly unique.\n\n<PERSON>, <PERSON> and <PERSON> had been a great support during <PERSON>'s fight against cancer and <DATE_TIME> before she passed, she had a chance to kiss and thank them.\n\nA celebration of life will be held at the Hoover Wall Hall, <LOCATION>, on <DATE_TIME>, at <DATE_TIME>.\n\nDocument 2: \n<PERSON>, a loving father and husband, and a great contributor to our little town's community died on <DATE_TIME> in <LOCATION>, <LOCATION>. He was <DATE_TIME>.\n\n<PERSON> was born in <LOCATION>, <LOCATION> on <DATE_TIME>. In <DATE_TIME>, he was adopted by American parents <PERSON> and <PERSON> who brought him to <LOCATION>.\n\n\"<PERSON>\" as his family and friends affectionally called him will always be remembered as the kindest man in town. You won't find a single resident who does not have a story that demonstrates <PERSON>'s extraordinary kindness. Being an owner of a bakery, he would never miss a chance to send delicious pastry as a gift to his friends and neighbors on <DATE_TIME> or any other special occasions. Every Saturday he would put out a stand with his delicious products and feed anyone who was passing by. He called it <DATE_TIME>\" and we will miss <DATE_TIME> so much.\n\nA public memorial service will be held on <DATE_TIME> at <DATE_TIME> at Rose Funeral House, 12232N Lakeside st. Page. In lieu of flowers, contributions may be made to the Smith Foster House Association.", "Q_authorID": "dfa7d505-10c2-54a7-bfd5-5e0b32e8711e", "latent_rank": [1, 0, 2], "system_rank": [{"id": 2, "title": "Author 2", "body": ""}, {"id": 1, "title": "Author 1", "body": ""}, {"id": 3, "title": "Author 3", "body": ""}], "rank_1": "1. Author 2", "rank_2": "2. Author 1", "rank_3": "3. 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table.\n\nanyway what\u2019s really concerning me is that at least 3 times a day, i\u2019ll come out to grab him so he stops meowing at my roommates door. he makes me follow him into the kitchen, and he sits and meows at our little pantry area\n\nhe is meowing like he wants food or something specific in that area, but his food and water are located in my room. i have no idea what it is, i don\u2019t know what to do and it\u2019s making me so sad that i can\u2019t understand him. what does he want??? this has been going on for weeks", "a0_authorID": "a5a1cfde-6e00-5a93-86ae-167f78aefd02", "a1_fullText": "Document 1: \nBikers to the rescue.\n\nI overslept and was running really late for the interview with the guys at one of the UNESCO branches in Paris. No way I could miss that opportunity as the alternative would be writing hundred of pages about some boring stuff.\n\nSo, here I am, nearly crying cause I am already very late, plus: it's a rush hour and the traffic is insane.\n\nOn the street near my house, there is a biker's bar that i usually pass by but never walk in. Why would I?\n\nSo, I run into this bar, look around trying to find the kindest looking face, approach the guy that looked like <PERSON> (kind enough) and quite emotionally explain that i need a ride. Of course, I said that I would pay for this unusual service.\n\nThe guy finished his drink and said \"<PERSON>\", which meant he agreed.\n\nI ran into the conference room where the interview was going to take place, eking out and with my hair all messed up. Not a good start! But when my future employers heard my story, they brightened up and from that moment the interview went on in a smooth and friendly atmosphere.\n\nThanks to the biker guy whose name i did not even ask, I got the job. I sincerely hope that he is doing well and will forever remember his kindness!\n\nDocument 2: \n12 OZ Cezve Ibrik Briki Stovetop Turkish Coffer Maker\n\nThere is nothing like the aroma and the taste of a good cup of coffee made in a Turkish pot. If you are familiar with this amazing experience and wish to make it a daily enjoyment routine, then our product is exactly what you are looking for. This is an authentic coffee pot, brought to you by the Turkish producers from the district in Istanbul, known for the best coffee in the whole country and even in Europe! It's made of copper and has a wooden handle. Size and Capacity: Height 3.35\" - Top Diameter 2.75\" - Bottom Diameter 3.95\" - Handle Length 7\" - Capacity 12 fl oz. Perfect for a company of four persons. Enjoy!\n\nDocument 3: \nSnoring dog.\n\nHi, guys!\n\nIt's been three weeks that my wife and I can't sleep: my dog started to snore so loudly that it feels like an earthquake! And we do not know what it is! We have not changed his nutrition. We took him to our vet and the latter said that there is no issues in his throat and airways. Mystery! But it does not make our life easier. We are planning to take him to another vet next week but do not expect much from that visit.\n\nIf you know what could be possible reasons for this terrible snoring, please let me know. We are desperate! And very-very tired!", "a1_authorID": "dfa7d505-10c2-54a7-bfd5-5e0b32e8711e", "a2_fullText": "Document 1: \nMy call centre job is awful\n\nEverything that could go wrong has\u2026. Unsupportive and rude supervisors. Overly critical moody and unkind coworkers. We have hot desks and so we can sit wherever we want and yet apparently I sat in someone else\u2019s seat today and she wasn\u2019t happy about it. It\u2019s such a small call centre I can\u2019t get away from these rude and unsupportive people.\n\nI\u2019m the newest one and yet supervisors never ask how I am or if I am enjoying the work or coping ok. They only write nasty negative emails to me without explaining what they mean or actually training me. I had arranged to meet with the boss yesterday but he didn\u2019t have time and then today when I asked him about the meeting he was extremely rude and made me feel awful for asking (this is my first time asking for a meeting with anyone). I wanted to explain how I feel isolated how no one is helping me, how my training was inadequate, how my co workers are unfriendly and rude (one in particular keeps harassing me and criticising me). Yet he responded in exactly the same way so I understand it\u2019s the environment here. They are nasty and just do not care.\n\nDisappointed as I tried so hard my first month here. My confidence has been shaken and it\u2019s truly awful. I can do the monotonous work well I think but the people are unhelpful unkind and so unsupportive. I trained people at my last job and I\u2019m shocked at the attitude of \u201csupervisors\u201d here.", "a2_authorID": "f23ecc91-e465-b962-403c-4f7b5f83a125", "authors_texts_as_html": "\n<!DOCTYPE html>\n<html lang=\"en\">\n<head>\n    <meta charset=\"UTF-8\">\n    <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\">\n    <title>Label Studio HTML</title>\n    <style>\n        .container {\n            overflow: auto;\n            border: solid 1px black;\n            padding: 10px;\n            margin: 0px 20px 5px 0px;\n        }\n        .flex-container {\n            display: flex;\n        }\n        .flex-item {\n            flex: 33%;\n            padding: 10px;\n            margin: 0px 20px 5px 0px;\n            border: solid 1px black;\n        }\n        h3 {\n            text-decoration: underline;\n        }\n    </style>\n</head>\n<body>\n    <div class=\"container\">\n        <h3>Mystery Author</h3>\n        <p id=\"query-text\">Document 1: \nWe lost our dear <PERSON> on <DATE_TIME>. <PERSON> had bravely fought cancer for <DATE_TIME> and peacefully died <DATE_TIME> at <DATE_TIME> with her family by her side at Biggs Cancer Treatment Center in <LOCATION>, <LOCATION>. She only had <DATE_TIME> before her <DATE_TIME>.\n\n<PERSON> was born <DATE_TIME> in a little town called <LOCATION> in <LOCATION>. In that same little town she married her husband <PERSON>. They were high school sweethearts and their marriage is a great example of what a happy married life should be. In <DATE_TIME>, they had their first child <PERSON> and <DATE_TIME> that a girl named <PERSON> after <PERSON>'s mother. In <DATE_TIME> they moved to <LOCATION> where <PERSON> got a job as a chef in one of the best restaurants in <LOCATION>. <PERSON> was a housewife but whenever there was an important decision to make, all family members went to \"mama <PERSON>\" whose wisdom and patience were truly unique.\n\n<PERSON>, <PERSON> and <PERSON> had been a great support during <PERSON>'s fight against cancer and <DATE_TIME> before she passed, she had a chance to kiss and thank them.\n\nA celebration of life will be held at the Hoover Wall Hall, <LOCATION>, on <DATE_TIME>, at <DATE_TIME>.\n\nDocument 2: \n<PERSON>, a loving father and husband, and a great contributor to our little town's community died on <DATE_TIME> in <LOCATION>, <LOCATION>. He was <DATE_TIME>.\n\n<PERSON> was born in <LOCATION>, <LOCATION> on <DATE_TIME>. In <DATE_TIME>, he was adopted by American parents <PERSON> and <PERSON> who brought him to <LOCATION>.\n\n\"<PERSON>\" as his family and friends affectionally called him will always be remembered as the kindest man in town. You won't find a single resident who does not have a story that demonstrates <PERSON>'s extraordinary kindness. Being an owner of a bakery, he would never miss a chance to send delicious pastry as a gift to his friends and neighbors on <DATE_TIME> or any other special occasions. Every Saturday he would put out a stand with his delicious products and feed anyone who was passing by. He called it <DATE_TIME>\" and we will miss <DATE_TIME> so much.\n\nA public memorial service will be held on <DATE_TIME> at <DATE_TIME> at Rose Funeral House, 12232N Lakeside st. Page. In lieu of flowers, contributions may be made to the Smith Foster House Association.</p>\n    </div>\n    \n    <div class=\"flex-container\">\n        <div class=\"flex-item\">\n            <h3>Author 1</h3>\n            <p id=\"a1-text\">Document 1: \nmy cat is in distress and i don\u2019t understand why\n\nmy cat has recently taken a liking to my roommate, when i try to pick him up & take him to my room he runs away, meows really loud, and makes me chase him around the coffee table.\n\nanyway what\u2019s really concerning me is that at least 3 times a day, i\u2019ll come out to grab him so he stops meowing at my roommates door. he makes me follow him into the kitchen, and he sits and meows at our little pantry area\n\nhe is meowing like he wants food or something specific in that area, but his food and water are located in my room. i have no idea what it is, i don\u2019t know what to do and it\u2019s making me so sad that i can\u2019t understand him. what does he want??? this has been going on for weeks</p>\n        </div>\n        <div class=\"flex-item\">\n            <h3>Author 2</h3>\n            <p id=\"a2-text\">Document 1: \nBikers to the rescue.\n\nI overslept and was running really late for the interview with the guys at one of the UNESCO branches in Paris. No way I could miss that opportunity as the alternative would be writing hundred of pages about some boring stuff.\n\nSo, here I am, nearly crying cause I am already very late, plus: it's a rush hour and the traffic is insane.\n\nOn the street near my house, there is a biker's bar that i usually pass by but never walk in. Why would I?\n\nSo, I run into this bar, look around trying to find the kindest looking face, approach the guy that looked like <PERSON> (kind enough) and quite emotionally explain that i need a ride. Of course, I said that I would pay for this unusual service.\n\nThe guy finished his drink and said \"<PERSON>\", which meant he agreed.\n\nI ran into the conference room where the interview was going to take place, eking out and with my hair all messed up. Not a good start! But when my future employers heard my story, they brightened up and from that moment the interview went on in a smooth and friendly atmosphere.\n\nThanks to the biker guy whose name i did not even ask, I got the job. I sincerely hope that he is doing well and will forever remember his kindness!\n\nDocument 2: \n12 OZ Cezve Ibrik Briki Stovetop Turkish Coffer Maker\n\nThere is nothing like the aroma and the taste of a good cup of coffee made in a Turkish pot. If you are familiar with this amazing experience and wish to make it a daily enjoyment routine, then our product is exactly what you are looking for. This is an authentic coffee pot, brought to you by the Turkish producers from the district in Istanbul, known for the best coffee in the whole country and even in Europe! It's made of copper and has a wooden handle. Size and Capacity: Height 3.35\" - Top Diameter 2.75\" - Bottom Diameter 3.95\" - Handle Length 7\" - Capacity 12 fl oz. Perfect for a company of four persons. Enjoy!\n\nDocument 3: \nSnoring dog.\n\nHi, guys!\n\nIt's been three weeks that my wife and I can't sleep: my dog started to snore so loudly that it feels like an earthquake! And we do not know what it is! We have not changed his nutrition. We took him to our vet and the latter said that there is no issues in his throat and airways. Mystery! But it does not make our life easier. We are planning to take him to another vet next week but do not expect much from that visit.\n\nIf you know what could be possible reasons for this terrible snoring, please let me know. We are desperate! And very-very tired!</p>\n        </div>\n        <div class=\"flex-item\">\n            <h3>Author 3</h3>\n            <p id=\"a3-text\">Document 1: \nMy call centre job is awful\n\nEverything that could go wrong has\u2026. Unsupportive and rude supervisors. Overly critical moody and unkind coworkers. We have hot desks and so we can sit wherever we want and yet apparently I sat in someone else\u2019s seat today and she wasn\u2019t happy about it. It\u2019s such a small call centre I can\u2019t get away from these rude and unsupportive people.\n\nI\u2019m the newest one and yet supervisors never ask how I am or if I am enjoying the work or coping ok. They only write nasty negative emails to me without explaining what they mean or actually training me. I had arranged to meet with the boss yesterday but he didn\u2019t have time and then today when I asked him about the meeting he was extremely rude and made me feel awful for asking (this is my first time asking for a meeting with anyone). I wanted to explain how I feel isolated how no one is helping me, how my training was inadequate, how my co workers are unfriendly and rude (one in particular keeps harassing me and criticising me). Yet he responded in exactly the same way so I understand it\u2019s the environment here. They are nasty and just do not care.\n\nDisappointed as I tried so hard my first month here. My confidence has been shaken and it\u2019s truly awful. I can do the monotonous work well I think but the people are unhelpful unkind and so unsupportive. I trained people at my last job and I\u2019m shocked at the attitude of \u201csupervisors\u201d here.</p>\n        </div>\n    </div>\n</body>\n</html>\n\n", "explanation": "\n<p><strong>The following is a selection of writing style descriptions that our system identified in the text. For each style, we show how much it applies to each of the authors (higher score == more applicability and lower score == less applicability). The lowest score is 0, and the highest is +1. According to this analysis, our AI model made the recommendation below</strong></p>\n<p><strong>Style 1:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is reflective, focusing on past occurrences and maintaining a contemplative tone. They often incorporate additional details to offer further context, utilizing a variety of part-of-speech bigrams to enhance the narrative flow.</em></span></p>\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.84</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.65</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.52</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.57</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n\n<p><strong>Style 2:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is skilled in using formal language and maintains a formal tone throughout their work. They also incorporate various part-of-speech and morphology features to enhance the writing style.</em></span></p>\n\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.78</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.64</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.47</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.38</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n<p><strong>Style 3:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is focused on objective reporting and maintains a formal and professional tone throughout their writing. They use various clause structures and incorporate proper nouns in their work, while also paying attention to singular number morphology and foreign words as prepositional modifiers.</em></span></p>\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.61</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.57</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.42</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.53</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n\n", "gt_idx": 1, "source": "llm_tfidf_rep"}, {"Q_fullText": "Document 1: \n<PERSON> passed away at <DATE_TIME> on <DATE_TIME> at ST Thomas hospital in <LOCATION> after a belief illness .\n\n<PERSON> was born on <DATE_TIME> in the royal <LOCATION> hospital. she graduated from St James senior girls high school and <LOCATION> university with a degree in nursing.\n\n<PERSON> remained in <LOCATION> and worked at the royal <LOCATION> hospital were she was born . she was also a member of St peter church and a volunteer of a home care organization\n\n<PERSON> was unable to marry or rather find love . <PERSON> is survived by her parents <PERSON> and <PERSON> and 5 siblings <PERSON> , <PERSON> ,<PERSON> ,<PERSON> and <PERSON> and was preceded in death by her grandmother <PERSON> and grandfather <PERSON>.\n\n<PERSON> loved taking care of the homeless and old people . she was loved by everyone who came across her . she will be deeply missed by family ,friends and all who knew her\n\nA funeral service is scheduled for <DATE_TIME> at St peter church followed by a burial service at St Peter's cemetery . reverend <PERSON> will officiate flowers ,donations and condolences me be offered\n\nDocument 2: \n<PERSON> was born at Christus St Michael hospital <LOCATION> <LOCATION> on <DATE_TIME> and she died at <DATE_TIME> on <DATE_TIME> at the hospital after a slight illness.\n\n<PERSON> is survived by her father <PERSON> and 3 sibilings <PERSON>, <PERSON> and <PERSON> . she is preceded to death by her mother <PERSON> and grand parents ,<PERSON> and <PERSON>.\n\n<PERSON> was a student of east Texas Baptist university and she also worked at a coffee store after school . during her spare time she goes to an orphanage home to sing for the children because singing was her hobby . <PERSON> was a lovely person and she was loved by everyone around her . she will be will be deeply missed by family and friends .\n\nthe memorial service starts by <DATE_TIME> at St Michaels church followed by burial at Alamance Baptist church cemetery\n\nDocument 3: \n<PERSON> was born in <LOCATION> on <DATE_TIME> . she enter into God's kingdom surrounded by family on <DATE_TIME>2022 at the age of <DATE_TIME>\n\n<PERSON> was a graduate of east side community high school . her love for children made her to become a nanny . she always had an encouraging word and up lifting spirit for those who needed it .\n\n<PERSON> was a member of St peters church and also member of a charity organization for children .she was such a lovely person with so much love for children .\n\n<PERSON> was married to <PERSON> and they were both blessed with a son ,<PERSON> in <DATE_TIME> .Jessica was preceded in death by her grand father and grandmother , <PERSON> and <PERSON> and is survived by her parents <PERSON> and <PERSON> .and lovely husband <PERSON> and son <PERSON> and her only sister <PERSON>\n\nthe memorial service will be scheduled on <DATE_TIME> by <DATE_TIME> followed by a graveside service for close family.", "Q_authorID": "157e8585-08a9-5437-9ef1-978f365814ff", "latent_rank": [0, 1, 2], "system_rank": [{"id": 1, "title": "Author 1", "body": ""}, {"id": 2, "title": "Author 2", "body": ""}, {"id": 3, "title": "Author 3", "body": ""}], "rank_1": "1. 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0.4421533571778523, 0.525249741825746, 0.3592869550566131, 0.5013635606358455, 0.5064947449357249, 0.38009219496654567, 0.38879083411416165, 0.3982939947594927, 0.2536163580704768, 0.43619934423376655, 0.5452479315568357, 0.29180829099541994, 0.35332541522924366, 0.3689236438465183, 0.3024338942814809]], "rep_clusters": [12, 5, 11], "a0_fullText": "Document 1: \ntouching moment about life\n\nI'm nurse currently working in a nearby hospital not far from my house .so this very day, i was on night shift and we had this difficult patient that was suffering from stage 3 cancer . he was rude to all the health care personnel assigned to him. to me i didn't see that as an offence because i knew he was going through depression resulting from the illness . so that very night , i was the nurse assigned to him and i hard to go give him his medication for the night and also check his vital signs .while in the process he spoke to me politely and i could clearly hear him say \"nurse <PERSON> pray please pray for me \" i felt really cold and emotional because within me i knew he was going through a lot and was looking who to talk to . the only thing i could do was to give him words of encouragement and told him miraculous stories about patients with same disease conditions and lastly i advised him to start a therapy sessions\n\nDocument 2: \nI'm really confused on which pet to go for considering my physical disability\n\nHi guys, i'm a cripple lady currently in the process of getting a pet but i'm really confused of getting between a dog and a cat\n\nI love dogs because they are known for their loyalty and can be trained to assist with task like fetching items or opening doors . cats on the other hands are lovely and are independent and can also provide comfort and companionship .\n\nhonest i'm really confused and I don't know which pets to go for . I love both but I cant provide for both . utimatly your comments might be really helpfull to me considering my physical disability and the amount of care i can provide\n\nDocument 3: \nThe <PERSON> this movie is all about a young lady '\"<PERSON>\" who was traded by her parents for gold and riches to save her destitute village, and in return for the gold and riches ,she was to marry a young handsome prince ,only to find out that the royal family has recruited her as a sacrifice to repay an ancient debt.[a dragon that has been terrorising the kindom] she was not the first and was also not the last to experience such a tragedy .the interesting part of the movie is the strength she possessed to save her life and that of her younger sister ,which is what every young lady needs .the <PERSON> teaches us more about finding the strength in ourselves , keep trying no matter how difficult challenges may seem till you are able to achieve what you want. im confident that you will find these movie to be much more interesting than i have discribed", "a0_authorID": "157e8585-08a9-5437-9ef1-978f365814ff", "a1_fullText": "Document 1: \nmy cat is in distress and i don\u2019t understand why\n\nmy cat has recently taken a liking to my roommate, when i try to pick him up & take him to my room he runs away, meows really loud, and makes me chase him around the coffee table.\n\nanyway what\u2019s really concerning me is that at least 3 times a day, i\u2019ll come out to grab him so he stops meowing at my roommates door. he makes me follow him into the kitchen, and he sits and meows at our little pantry area\n\nhe is meowing like he wants food or something specific in that area, but his food and water are located in my room. i have no idea what it is, i don\u2019t know what to do and it\u2019s making me so sad that i can\u2019t understand him. what does he want??? this has been going on for weeks", "a1_authorID": "a5a1cfde-6e00-5a93-86ae-167f78aefd02", "a2_fullText": "Document 1: \nMy call centre job is awful\n\nEverything that could go wrong has\u2026. Unsupportive and rude supervisors. Overly critical moody and unkind coworkers. We have hot desks and so we can sit wherever we want and yet apparently I sat in someone else\u2019s seat today and she wasn\u2019t happy about it. It\u2019s such a small call centre I can\u2019t get away from these rude and unsupportive people.\n\nI\u2019m the newest one and yet supervisors never ask how I am or if I am enjoying the work or coping ok. They only write nasty negative emails to me without explaining what they mean or actually training me. I had arranged to meet with the boss yesterday but he didn\u2019t have time and then today when I asked him about the meeting he was extremely rude and made me feel awful for asking (this is my first time asking for a meeting with anyone). I wanted to explain how I feel isolated how no one is helping me, how my training was inadequate, how my co workers are unfriendly and rude (one in particular keeps harassing me and criticising me). Yet he responded in exactly the same way so I understand it\u2019s the environment here. They are nasty and just do not care.\n\nDisappointed as I tried so hard my first month here. My confidence has been shaken and it\u2019s truly awful. I can do the monotonous work well I think but the people are unhelpful unkind and so unsupportive. I trained people at my last job and I\u2019m shocked at the attitude of \u201csupervisors\u201d here.", "a2_authorID": "f23ecc91-e465-b962-403c-4f7b5f83a125", "authors_texts_as_html": "\n<!DOCTYPE html>\n<html lang=\"en\">\n<head>\n    <meta charset=\"UTF-8\">\n    <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\">\n    <title>Label Studio HTML</title>\n    <style>\n        .container {\n            overflow: auto;\n            border: solid 1px black;\n            padding: 10px;\n            margin: 0px 20px 5px 0px;\n        }\n        .flex-container {\n            display: flex;\n        }\n        .flex-item {\n            flex: 33%;\n            padding: 10px;\n            margin: 0px 20px 5px 0px;\n            border: solid 1px black;\n        }\n        h3 {\n            text-decoration: underline;\n        }\n    </style>\n</head>\n<body>\n    <div class=\"container\">\n        <h3>Mystery Author</h3>\n        <p id=\"query-text\">Document 1: \n<PERSON> passed away at <DATE_TIME> on <DATE_TIME> at ST Thomas hospital in <LOCATION> after a belief illness .\n\n<PERSON> was born on <DATE_TIME> in the royal <LOCATION> hospital. she graduated from St James senior girls high school and <LOCATION> university with a degree in nursing.\n\n<PERSON> remained in <LOCATION> and worked at the royal <LOCATION> hospital were she was born . she was also a member of St peter church and a volunteer of a home care organization\n\n<PERSON> was unable to marry or rather find love . <PERSON> is survived by her parents <PERSON> and <PERSON> and 5 siblings <PERSON> , <PERSON> ,<PERSON> ,<PERSON> and <PERSON> and was preceded in death by her grandmother <PERSON> and grandfather <PERSON>.\n\n<PERSON> loved taking care of the homeless and old people . she was loved by everyone who came across her . she will be deeply missed by family ,friends and all who knew her\n\nA funeral service is scheduled for <DATE_TIME> at St peter church followed by a burial service at St Peter's cemetery . reverend <PERSON> will officiate flowers ,donations and condolences me be offered\n\nDocument 2: \n<PERSON> was born at Christus St Michael hospital <LOCATION> <LOCATION> on <DATE_TIME> and she died at <DATE_TIME> on <DATE_TIME> at the hospital after a slight illness.\n\n<PERSON> is survived by her father <PERSON> and 3 sibilings <PERSON>, <PERSON> and <PERSON> . she is preceded to death by her mother <PERSON> and grand parents ,<PERSON> and <PERSON>.\n\n<PERSON> was a student of east Texas Baptist university and she also worked at a coffee store after school . during her spare time she goes to an orphanage home to sing for the children because singing was her hobby . <PERSON> was a lovely person and she was loved by everyone around her . she will be will be deeply missed by family and friends .\n\nthe memorial service starts by <DATE_TIME> at St Michaels church followed by burial at Alamance Baptist church cemetery\n\nDocument 3: \n<PERSON> was born in <LOCATION> on <DATE_TIME> . she enter into God's kingdom surrounded by family on <DATE_TIME>2022 at the age of <DATE_TIME>\n\n<PERSON> was a graduate of east side community high school . her love for children made her to become a nanny . she always had an encouraging word and up lifting spirit for those who needed it .\n\n<PERSON> was a member of St peters church and also member of a charity organization for children .she was such a lovely person with so much love for children .\n\n<PERSON> was married to <PERSON> and they were both blessed with a son ,<PERSON> in <DATE_TIME> .Jessica was preceded in death by her grand father and grandmother , <PERSON> and <PERSON> and is survived by her parents <PERSON> and <PERSON> .and lovely husband <PERSON> and son <PERSON> and her only sister <PERSON>\n\nthe memorial service will be scheduled on <DATE_TIME> by <DATE_TIME> followed by a graveside service for close family.</p>\n    </div>\n    \n    <div class=\"flex-container\">\n        <div class=\"flex-item\">\n            <h3>Author 1</h3>\n            <p id=\"a1-text\">Document 1: \ntouching moment about life\n\nI'm nurse currently working in a nearby hospital not far from my house .so this very day, i was on night shift and we had this difficult patient that was suffering from stage 3 cancer . he was rude to all the health care personnel assigned to him. to me i didn't see that as an offence because i knew he was going through depression resulting from the illness . so that very night , i was the nurse assigned to him and i hard to go give him his medication for the night and also check his vital signs .while in the process he spoke to me politely and i could clearly hear him say \"nurse <PERSON> pray please pray for me \" i felt really cold and emotional because within me i knew he was going through a lot and was looking who to talk to . the only thing i could do was to give him words of encouragement and told him miraculous stories about patients with same disease conditions and lastly i advised him to start a therapy sessions\n\nDocument 2: \nI'm really confused on which pet to go for considering my physical disability\n\nHi guys, i'm a cripple lady currently in the process of getting a pet but i'm really confused of getting between a dog and a cat\n\nI love dogs because they are known for their loyalty and can be trained to assist with task like fetching items or opening doors . cats on the other hands are lovely and are independent and can also provide comfort and companionship .\n\nhonest i'm really confused and I don't know which pets to go for . I love both but I cant provide for both . utimatly your comments might be really helpfull to me considering my physical disability and the amount of care i can provide\n\nDocument 3: \nThe <PERSON> this movie is all about a young lady '\"<PERSON>\" who was traded by her parents for gold and riches to save her destitute village, and in return for the gold and riches ,she was to marry a young handsome prince ,only to find out that the royal family has recruited her as a sacrifice to repay an ancient debt.[a dragon that has been terrorising the kindom] she was not the first and was also not the last to experience such a tragedy .the interesting part of the movie is the strength she possessed to save her life and that of her younger sister ,which is what every young lady needs .the <PERSON> teaches us more about finding the strength in ourselves , keep trying no matter how difficult challenges may seem till you are able to achieve what you want. im confident that you will find these movie to be much more interesting than i have discribed</p>\n        </div>\n        <div class=\"flex-item\">\n            <h3>Author 2</h3>\n            <p id=\"a2-text\">Document 1: \nmy cat is in distress and i don\u2019t understand why\n\nmy cat has recently taken a liking to my roommate, when i try to pick him up & take him to my room he runs away, meows really loud, and makes me chase him around the coffee table.\n\nanyway what\u2019s really concerning me is that at least 3 times a day, i\u2019ll come out to grab him so he stops meowing at my roommates door. he makes me follow him into the kitchen, and he sits and meows at our little pantry area\n\nhe is meowing like he wants food or something specific in that area, but his food and water are located in my room. i have no idea what it is, i don\u2019t know what to do and it\u2019s making me so sad that i can\u2019t understand him. what does he want??? this has been going on for weeks</p>\n        </div>\n        <div class=\"flex-item\">\n            <h3>Author 3</h3>\n            <p id=\"a3-text\">Document 1: \nMy call centre job is awful\n\nEverything that could go wrong has\u2026. Unsupportive and rude supervisors. Overly critical moody and unkind coworkers. We have hot desks and so we can sit wherever we want and yet apparently I sat in someone else\u2019s seat today and she wasn\u2019t happy about it. It\u2019s such a small call centre I can\u2019t get away from these rude and unsupportive people.\n\nI\u2019m the newest one and yet supervisors never ask how I am or if I am enjoying the work or coping ok. They only write nasty negative emails to me without explaining what they mean or actually training me. I had arranged to meet with the boss yesterday but he didn\u2019t have time and then today when I asked him about the meeting he was extremely rude and made me feel awful for asking (this is my first time asking for a meeting with anyone). I wanted to explain how I feel isolated how no one is helping me, how my training was inadequate, how my co workers are unfriendly and rude (one in particular keeps harassing me and criticising me). Yet he responded in exactly the same way so I understand it\u2019s the environment here. They are nasty and just do not care.\n\nDisappointed as I tried so hard my first month here. My confidence has been shaken and it\u2019s truly awful. I can do the monotonous work well I think but the people are unhelpful unkind and so unsupportive. I trained people at my last job and I\u2019m shocked at the attitude of \u201csupervisors\u201d here.</p>\n        </div>\n    </div>\n</body>\n</html>\n\n", "explanation": "\n<p><strong>The following is a selection of writing style descriptions that our system identified in the text. For each style, we show how much it applies to each of the authors (higher score == more applicability and lower score == less applicability). The lowest score is 0, and the highest is +1. According to this analysis, our AI model made the recommendation below</strong></p>\n<p><strong>Style 1:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author excels at breaking down complex concepts and offering detailed explanations, structures content effectively for easy reading, and maintains a neutral tone in their work.</em></span></p>\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.71</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.64</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.46</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.46</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n\n<p><strong>Style 2:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is reflective, focusing on past occurrences and maintaining a contemplative tone. They often incorporate additional details to offer further context, utilizing a variety of part-of-speech bigrams to enhance the narrative flow.</em></span></p>\n\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.77</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.59</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.65</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.57</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n<p><strong>Style 3:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is skilled in using formal language and maintains a formal tone throughout their work. They also incorporate various part-of-speech and morphology features to enhance the writing style.</em></span></p>\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.67</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.54</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.64</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.38</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n\n", "gt_idx": 0, "source": "llm_tfidf_rep"}, {"Q_fullText": "Document 1: \n<PERSON> passed away of a heart condition at the St. Mary Hospital of <LOCATION>, <LOCATION> on <DATE_TIME> at <DATE_TIME>.\n\n<PERSON> was born on <DATE_TIME> in <LOCATION>, <LOCATION> to parents <PERSON> and <PERSON>. She was the eldest of four children. Since a young age, <PERSON> was a passionate and intelligent child with a passion for knitting. At <DATE_TIME>, she cultivated her love of fashion and worked as a costume designer with her school and local theaters. She graduated from Houston High School in <DATE_TIME> and moved to <LOCATION> to study fashion design at New York University. In <DATE_TIME>, <PERSON> launched several clothing lines under her brand Dusty Sage and worked alongside the brands Aliano, Off Black, and Ristin Pari. At <DATE_TIME>, she married fellow fashion designer <PERSON>. When <PERSON> turned <DATE_TIME>, they moved to <LOCATION>, <LOCATION> to enjoy their peaceful retirement.\n\n<PERSON> is predeceased by her parents <PERSON> and <PERSON>, along with her husband, <PERSON>. She is succeeded by her daughter <PERSON>, <DATE_TIME>, her brothers <PERSON>, <DATE_TIME>, and <PERSON>, <DATE_TIME>, and her sister <PERSON>, <DATE_TIME>.\n\nA memorial celebrating <PERSON> life will take place at Concord Church on <DATE_TIME> at <DATE_TIME>. Burial will take place following the ceremony.\n\nDocument 2: \n<PERSON> passed on <DATE_TIME> at <DATE_TIME> surrounded by family in her home in <LOCATION>, <LOCATION>.\n\n<PERSON> was born in <LOCATION>, <LOCATION> on <DATE_TIME> to mother <PERSON>. She was a lively and smart child whose grin lit up every room. She graduated from <LOCATION>, <LOCATION>'s Greenboro High School in <DATE_TIME> and married her high school sweetheart <PERSON>, to whom she would remained married for the rest of her life. She completed a B.S. in Ecology at Ohio State University and went on to work as a lab technician with Henry Cosmetics. In <DATE_TIME>, <DATE_TIME> after her marriage, <PERSON> gave birth to twins <PERSON> and <PERSON> who <DATE_TIME> are both <DATE_TIME>.\n\n<PERSON> and her family relocated to <LOCATION> in <DATE_TIME>. An enthusiastic member of the community, <PERSON> devoted time to volunteering with the local elementary schools and park clean-ups. She also held a deep passion for gardening. In <DATE_TIME>, <PERSON> started the award-winning jam business Simmons Sweets, selling her delicacies to local business and at farmers' markets.\n\n<PERSON> is survived by her husband <PERSON> and her two daughters <PERSON> and <PERSON>, by whom she will be deeply missed.\n\nMemorial service will be help on <DATE_TIME> at <DATE_TIME> at the Everlasting Love Baptist Church. Burial will take place in the connected cemetery following the service.", "Q_authorID": "0a83e635-b81f-5513-bf71-bc1e27fe7f67", "latent_rank": [1, 2, 0], "system_rank": [{"id": 2, "title": "Author 2", "body": ""}, {"id": 3, "title": "Author 3", "body": ""}, {"id": 1, "title": "Author 1", "body": ""}], "rank_1": "1. Author 2", "rank_2": "2. Author 3", "rank_3": "3. 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I leave a bottle of creamer in the break room for me to use. It's a somewhat expensive brand. And for some reason my coworkers keep using the crap out of it no matter what I say.\n\nI probably wouldn't have noticed if it was just a rare occurrence, but I keep finding myself replacing the bottle way faster than I replace the one at home (and I basically drink the same amount in the morning as I do at work). I told them to knock it off because it's not \"break room creamer\" and it's coming out of my own wallet. I even taped on a little note saying not to use it.\n\nAnd somehow... it's still draining crazy fast? I swear I'm not crazy and other people are definitely using it, but I can't figure out who's doing it. It pisses me off because I just want to have nice, hot coffee on my lunch breaks. I think I'll have to start packing a thermos because these people can't keep their grubby hands to themselves.", "a0_authorID": "0a83e635-b81f-5513-bf71-bc1e27fe7f67", "a1_fullText": "Document 1: \n<PERSON>, <DATE_TIME>, of <LOCATION>, <LOCATION> passed away <DATE_TIME>.\n\n<PERSON> was born in <LOCATION>, preceded by his Mother, <PERSON> and his Father, <PERSON>.\n\nHe is survived by his Wife, <PERSON> and his extended family.\n\n<PERSON> was born and raised in <LOCATION> with his parents, attending The University of North Florida. <PERSON> got his Masters degree in Business Management and started his own real estate business soon after. <PERSON> soon took the <LOCATION> area by storm, selling houses faster than he could list them. <PERSON> met his wife <PERSON> during a showing, he was the original realtor for the house and <PERSON> had to contact him in order to show her clients the house. A love blossomed between the two and soon enough they were a real estate dynamic duo; The couple start their own Real estate agency, earning the award of real estate agency of <DATE_TIME> in <DATE_TIME>. Soon after their monumental success <PERSON> and <PERSON> decided to retire in <LOCATION> a quant spot in <LOCATION>; to enjoy the rest of their time together at their beloved <LOCATION> coast.\n\n<PERSON> admired how driven and passionate her late husband was not only at his job but towards their relationship. They never had kids because they loved their life the way it was, and enjoyed the freedom of putting as much blood, sweat, and tears into their business. <PERSON> knew <PERSON> was her soulmate from <DATE_TIME>, she fell in love with his ability to keep a conversation and make the person feel so special. As much as <PERSON> loved his business, he loved his wife more and that always shined through his actions.\n\nReal estate agents from the agency express their deepest condolences to <PERSON>, as they will miss <PERSON> dearly as well. Employees say <PERSON> always had a smile on his face and always knew how to talk to people no matter the situation. <PERSON> inspired every employee and they truly feel as though it was an honor to shadow under him.\n\nIn honor of <PERSON>, a funeral mass at Saint John's Baptist Church, 345 Seashell Circle <LOCATION>, <LOCATION> 34876 on <DATE_TIME> at 4PM. Internment will follow at the Beachside Memorial Park, 3975 Sandy Dunes Street, <LOCATION>, <LOCATION> 34870.", "a1_authorID": "3353a8da-edac-5584-bcac-c8607954d040", "a2_fullText": "Document 1: \nThe Terminator\n\n<PERSON> going back to the future to report to <PERSON> like, \u201cI\u2019m so sorry bro but I fucked your mom and became your dad. \ud83d\ude14\u201d\n\nLoses a lot of momentum in its cutaways to The Future / the quiet scenes with <PERSON> and <PERSON>\u2014 I like it better when it\u2019s in cat-and-mouse chase mode across LA\u2014 but this is less an action movie than it is The Action Movie. T2 rules but I love how elemental this one is. Lighter on dialogue, lighter on plot, just like a well-oiled machine(!) of robot gore and car chases", "a2_authorID": "eed4b6a5-ef18-9777-31af-f81f2417c65c", "authors_texts_as_html": "\n<!DOCTYPE html>\n<html lang=\"en\">\n<head>\n    <meta charset=\"UTF-8\">\n    <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\">\n    <title>Label Studio HTML</title>\n    <style>\n        .container {\n            overflow: auto;\n            border: solid 1px black;\n            padding: 10px;\n            margin: 0px 20px 5px 0px;\n        }\n        .flex-container {\n            display: flex;\n        }\n        .flex-item {\n            flex: 33%;\n            padding: 10px;\n            margin: 0px 20px 5px 0px;\n            border: solid 1px black;\n        }\n        h3 {\n            text-decoration: underline;\n        }\n    </style>\n</head>\n<body>\n    <div class=\"container\">\n        <h3>Mystery Author</h3>\n        <p id=\"query-text\">Document 1: \n<PERSON> passed away of a heart condition at the St. Mary Hospital of <LOCATION>, <LOCATION> on <DATE_TIME> at <DATE_TIME>.\n\n<PERSON> was born on <DATE_TIME> in <LOCATION>, <LOCATION> to parents <PERSON> and <PERSON>. She was the eldest of four children. Since a young age, <PERSON> was a passionate and intelligent child with a passion for knitting. At <DATE_TIME>, she cultivated her love of fashion and worked as a costume designer with her school and local theaters. She graduated from Houston High School in <DATE_TIME> and moved to <LOCATION> to study fashion design at New York University. In <DATE_TIME>, <PERSON> launched several clothing lines under her brand Dusty Sage and worked alongside the brands Aliano, Off Black, and Ristin Pari. At <DATE_TIME>, she married fellow fashion designer <PERSON>. When <PERSON> turned <DATE_TIME>, they moved to <LOCATION>, <LOCATION> to enjoy their peaceful retirement.\n\n<PERSON> is predeceased by her parents <PERSON> and <PERSON>, along with her husband, <PERSON>. She is succeeded by her daughter <PERSON>, <DATE_TIME>, her brothers <PERSON>, <DATE_TIME>, and <PERSON>, <DATE_TIME>, and her sister <PERSON>, <DATE_TIME>.\n\nA memorial celebrating <PERSON> life will take place at Concord Church on <DATE_TIME> at <DATE_TIME>. Burial will take place following the ceremony.\n\nDocument 2: \n<PERSON> passed on <DATE_TIME> at <DATE_TIME> surrounded by family in her home in <LOCATION>, <LOCATION>.\n\n<PERSON> was born in <LOCATION>, <LOCATION> on <DATE_TIME> to mother <PERSON>. She was a lively and smart child whose grin lit up every room. She graduated from <LOCATION>, <LOCATION>'s Greenboro High School in <DATE_TIME> and married her high school sweetheart <PERSON>, to whom she would remained married for the rest of her life. She completed a B.S. in Ecology at Ohio State University and went on to work as a lab technician with Henry Cosmetics. In <DATE_TIME>, <DATE_TIME> after her marriage, <PERSON> gave birth to twins <PERSON> and <PERSON> who <DATE_TIME> are both <DATE_TIME>.\n\n<PERSON> and her family relocated to <LOCATION> in <DATE_TIME>. An enthusiastic member of the community, <PERSON> devoted time to volunteering with the local elementary schools and park clean-ups. She also held a deep passion for gardening. In <DATE_TIME>, <PERSON> started the award-winning jam business Simmons Sweets, selling her delicacies to local business and at farmers' markets.\n\n<PERSON> is survived by her husband <PERSON> and her two daughters <PERSON> and <PERSON>, by whom she will be deeply missed.\n\nMemorial service will be help on <DATE_TIME> at <DATE_TIME> at the Everlasting Love Baptist Church. Burial will take place in the connected cemetery following the service.</p>\n    </div>\n    \n    <div class=\"flex-container\">\n        <div class=\"flex-item\">\n            <h3>Author 1</h3>\n            <p id=\"a1-text\">Document 1: \nMy coworkers keep using my coffee creamer\n\nI work at a dentist office as an assistant. I leave a bottle of creamer in the break room for me to use. It's a somewhat expensive brand. And for some reason my coworkers keep using the crap out of it no matter what I say.\n\nI probably wouldn't have noticed if it was just a rare occurrence, but I keep finding myself replacing the bottle way faster than I replace the one at home (and I basically drink the same amount in the morning as I do at work). I told them to knock it off because it's not \"break room creamer\" and it's coming out of my own wallet. I even taped on a little note saying not to use it.\n\nAnd somehow... it's still draining crazy fast? I swear I'm not crazy and other people are definitely using it, but I can't figure out who's doing it. It pisses me off because I just want to have nice, hot coffee on my lunch breaks. I think I'll have to start packing a thermos because these people can't keep their grubby hands to themselves.</p>\n        </div>\n        <div class=\"flex-item\">\n            <h3>Author 2</h3>\n            <p id=\"a2-text\">Document 1: \n<PERSON>, <DATE_TIME>, of <LOCATION>, <LOCATION> passed away <DATE_TIME>.\n\n<PERSON> was born in <LOCATION>, preceded by his Mother, <PERSON> and his Father, <PERSON>.\n\nHe is survived by his Wife, <PERSON> and his extended family.\n\n<PERSON> was born and raised in <LOCATION> with his parents, attending The University of North Florida. <PERSON> got his Masters degree in Business Management and started his own real estate business soon after. <PERSON> soon took the <LOCATION> area by storm, selling houses faster than he could list them. <PERSON> met his wife <PERSON> during a showing, he was the original realtor for the house and <PERSON> had to contact him in order to show her clients the house. A love blossomed between the two and soon enough they were a real estate dynamic duo; The couple start their own Real estate agency, earning the award of real estate agency of <DATE_TIME> in <DATE_TIME>. Soon after their monumental success <PERSON> and <PERSON> decided to retire in <LOCATION> a quant spot in <LOCATION>; to enjoy the rest of their time together at their beloved <LOCATION> coast.\n\n<PERSON> admired how driven and passionate her late husband was not only at his job but towards their relationship. They never had kids because they loved their life the way it was, and enjoyed the freedom of putting as much blood, sweat, and tears into their business. <PERSON> knew <PERSON> was her soulmate from <DATE_TIME>, she fell in love with his ability to keep a conversation and make the person feel so special. As much as <PERSON> loved his business, he loved his wife more and that always shined through his actions.\n\nReal estate agents from the agency express their deepest condolences to <PERSON>, as they will miss <PERSON> dearly as well. Employees say <PERSON> always had a smile on his face and always knew how to talk to people no matter the situation. <PERSON> inspired every employee and they truly feel as though it was an honor to shadow under him.\n\nIn honor of <PERSON>, a funeral mass at Saint John's Baptist Church, 345 Seashell Circle <LOCATION>, <LOCATION> 34876 on <DATE_TIME> at 4PM. Internment will follow at the Beachside Memorial Park, 3975 Sandy Dunes Street, <LOCATION>, <LOCATION> 34870.</p>\n        </div>\n        <div class=\"flex-item\">\n            <h3>Author 3</h3>\n            <p id=\"a3-text\">Document 1: \nThe Terminator\n\n<PERSON> going back to the future to report to <PERSON> like, \u201cI\u2019m so sorry bro but I fucked your mom and became your dad. \ud83d\ude14\u201d\n\nLoses a lot of momentum in its cutaways to The Future / the quiet scenes with <PERSON> and <PERSON>\u2014 I like it better when it\u2019s in cat-and-mouse chase mode across LA\u2014 but this is less an action movie than it is The Action Movie. T2 rules but I love how elemental this one is. Lighter on dialogue, lighter on plot, just like a well-oiled machine(!) of robot gore and car chases</p>\n        </div>\n    </div>\n</body>\n</html>\n\n", "explanation": "\n<p><strong>The following is a selection of writing style descriptions that our system identified in the text. For each style, we show how much it applies to each of the authors (higher score == more applicability and lower score == less applicability). The lowest score is 0, and the highest is +1. According to this analysis, our AI model made the recommendation below</strong></p>\n<p><strong>Style 1:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is reflective, focusing on past occurrences and maintaining a contemplative tone. They often incorporate additional details to offer further context, utilizing a variety of part-of-speech bigrams to enhance the narrative flow.</em></span></p>\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.86</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.39</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.76</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.42</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n\n<p><strong>Style 2:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is skilled in using formal language and maintains a formal tone throughout their work. They also incorporate various part-of-speech and morphology features to enhance the writing style.</em></span></p>\n\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.86</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.37</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.71</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.36</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n<p><strong>Style 3:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is skilled at using complex grammar to convey sophisticated concepts and employs passive voice to emphasize the agent in the narrative. Additionally, the author utilizes repetition and explores various perspectives on the topic, incorporating proper nouns followed by adpositions and employing the perfect aspect and reflexive morphology tags.</em></span></p>\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.68</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.31</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.57</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.4</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n\n", "gt_idx": 0, "source": "llm_tfidf_rep"}, {"Q_fullText": "Document 1: \nIN LOVING MEMORY OF ANTHONY SEACAT\n\nFOREVER IN OUR HEARTS <PERSON>\n\n<PERSON> was a wonderful child whose loving memory would live everlasting in the hearts of <LOCATION>. <PERSON> aged <DATE_TIME>, born <DATE_TIME>.\n\n<PERSON> was a child who loved <DATE_TIME> school, she would sing her way to church <DATE_TIME> and return home singing. She was renowned as the angel of 10th street, always happy and outspoken. She was nurtured and brought up by her single mother <PERSON>, who did a wonderful job bringing her up till her demise. We want you to know that this city consoles you, <PERSON>.\n\nThe burial and funeral arrangement will take place at 1370 Remsen Ave, <LOCATION>, <DATE_TIME> <DATE_TIME>.\n\nIn attendance of the burial and funeral event will be the Mayor of <LOCATION> <PERSON>, And major philanthropist <PERSON>.\n\nIn loving memory <PERSON>, all donations should be made to New York Center for children (NYCC), Your contributions are appreciated.\n\n<PERSON> will continually be an icon and reminder to every security agency to always protect the children at any cost.\n\nDocument 2: \nIN LOVING MEMORY OF <PERSON>\n\n<PERSON> was an icon to all who knew her. She was born <DATE_TIME>, and lived <DATE_TIME> before departing <DATE_TIME>. She was married to <PERSON> and survived by three children <PERSON> and <PERSON>. Other relations are her grandkids <PERSON>, <PERSON> and <PERSON>.\n\nThe life of <PERSON> has been a gratifying journey, she loved being a tutor to her students and an example to her fellow colleagues at work. She was renowned for being the best teacher of <DATE_TIME>, 3 times in a row. She was also honored and would be remembered as the longest serving teacher at the community school of <LOCATION>. She was a woman full of integrity and her good deeds will forever be remembered as the legacy she has left behind.\n\nIt is with a painful heart that we must say goodbye to such a wonderful soul and icon to our community.\n\nThe burial and funeral would take place at a community funeral home, 909 5th street, <LOCATION> at <DATE_TIME>.\n\nThe family of the Late <PERSON> wishes for all memorial contributions to go to the community school of <LOCATION> to honor their mother.\n\nIt is with a painful heart that we have to say goodbye, but we do know that <PERSON> is in a better place and will forever remain a legend to us all.", "Q_authorID": "c48dcd57-dc39-5259-a1a9-8ffe12525141", "latent_rank": [1, 0, 2], "system_rank": [{"id": 2, "title": "Author 2", "body": ""}, {"id": 1, "title": "Author 1", "body": ""}, {"id": 3, "title": "Author 3", "body": ""}], "rank_1": "1. Author 2", "rank_2": "2. Author 1", "rank_3": "3. 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table.\n\nanyway what\u2019s really concerning me is that at least 3 times a day, i\u2019ll come out to grab him so he stops meowing at my roommates door. he makes me follow him into the kitchen, and he sits and meows at our little pantry area\n\nhe is meowing like he wants food or something specific in that area, but his food and water are located in my room. i have no idea what it is, i don\u2019t know what to do and it\u2019s making me so sad that i can\u2019t understand him. what does he want??? this has been going on for weeks", "a0_authorID": "a5a1cfde-6e00-5a93-86ae-167f78aefd02", "a1_fullText": "Document 1: \nMOVIEAND TV RECOMMENDATIONS 2\n\nYou know what they say with movie ratings on rotten tomatoes, After Europa makes a 10/10 rating within a week of its release, incredibly one of the best movies on the block right now but what makes this movie\u2019s rating break the scale is its distinctive use of literature and zero use of computer-generated images (CGI), certainly worth the watch. This movie captures the distinctive cultures and literature of ancient Europe (Europa), it focuses on Great <PERSON> and her armies of the 100, men who were strategically skilled with combat prowess and tenacity not only would you get to witness the great battle of the dead Sea but get in for a treat as you also get to witness how romance stands in the way of legacy and the fall of Europa.\n\nDocument 2: \nMOVIE AND TV RECOMMENDATION 3\n\nBecause you love romance, I am bringing you an exciting opportunity to catch this new seasonal premier, The Heirs, premiering every Wednesday evening at 8 pm, on MBC1. It features an Incredible family story that ranges from two exes and their children's love life. Two exes bittered from their past love experience now become a mother whose love for her son outweighs everything in her world and an ex-boyfriend who fathers the daughter in love with his ex\u2019s son. But when both children found love where it mattered the most, the question asked is will both parents be willing to bury the hatchet and let their children have their way? This series is a perfect blend of Royalty, Love, friendship and betrayal. The ancient settings and characters will captivate your soul and thirst for more thrillers. If you love Romance and suspense, then grab a seat and enjoy this new exciting tv series coming to your screen to give you a wonderful experience. catch in every Wednesday and replays on Saturdays 12 noon for more episodes of The heirs\n\nDocument 3: \nMy most embarrassing moment as an intern.\n\nDo you ever get that feeling where you just blackout when you are faced with a task, and everyone is waiting on you but then you begin to panic. Well, that's me a few weeks back on internship.\n\nAfter last semester's result I got accepted for internship. My duties varied from collection and entry of data, geological maps creation and survey data, and lest I forget running every errand for my very demanding boss :)\n\nI try to be careful when carrying out tasks, trying not to make a fool of myself because I have difficulty managing pressure. So, on this day we got a visit from the Director of the organization while I was assigned to help set up the conference room prior to his arrival and I executed my duties to the best of my ability, ensuring all electronic devices were fully functional while the meeting started afterwards. At about 30 minutes into it and the devices start to malfunction, I quickly went over to check what issues we ran into but on getting there I was confused and unable to fix the problem after spending time reviewing the situation, I realized my hands began to shake as I could feel the stare from my other colleges waiting on me so we could proceed.\n\nI could have just asked for help, but I kept saying, 'I got this' and after a long wait the meeting was adjourned. I remember that day as one of my most embarrassing experiences as an intern.", "a1_authorID": "c48dcd57-dc39-5259-a1a9-8ffe12525141", "a2_fullText": "Document 1: \nMy call centre job is awful\n\nEverything that could go wrong has\u2026. Unsupportive and rude supervisors. Overly critical moody and unkind coworkers. We have hot desks and so we can sit wherever we want and yet apparently I sat in someone else\u2019s seat today and she wasn\u2019t happy about it. It\u2019s such a small call centre I can\u2019t get away from these rude and unsupportive people.\n\nI\u2019m the newest one and yet supervisors never ask how I am or if I am enjoying the work or coping ok. They only write nasty negative emails to me without explaining what they mean or actually training me. I had arranged to meet with the boss yesterday but he didn\u2019t have time and then today when I asked him about the meeting he was extremely rude and made me feel awful for asking (this is my first time asking for a meeting with anyone). I wanted to explain how I feel isolated how no one is helping me, how my training was inadequate, how my co workers are unfriendly and rude (one in particular keeps harassing me and criticising me). Yet he responded in exactly the same way so I understand it\u2019s the environment here. They are nasty and just do not care.\n\nDisappointed as I tried so hard my first month here. My confidence has been shaken and it\u2019s truly awful. I can do the monotonous work well I think but the people are unhelpful unkind and so unsupportive. I trained people at my last job and I\u2019m shocked at the attitude of \u201csupervisors\u201d here.", "a2_authorID": "f23ecc91-e465-b962-403c-4f7b5f83a125", "authors_texts_as_html": "\n<!DOCTYPE html>\n<html lang=\"en\">\n<head>\n    <meta charset=\"UTF-8\">\n    <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\">\n    <title>Label Studio HTML</title>\n    <style>\n        .container {\n            overflow: auto;\n            border: solid 1px black;\n            padding: 10px;\n            margin: 0px 20px 5px 0px;\n        }\n        .flex-container {\n            display: flex;\n        }\n        .flex-item {\n            flex: 33%;\n            padding: 10px;\n            margin: 0px 20px 5px 0px;\n            border: solid 1px black;\n        }\n        h3 {\n            text-decoration: underline;\n        }\n    </style>\n</head>\n<body>\n    <div class=\"container\">\n        <h3>Mystery Author</h3>\n        <p id=\"query-text\">Document 1: \nIN LOVING MEMORY OF ANTHONY SEACAT\n\nFOREVER IN OUR HEARTS <PERSON>\n\n<PERSON> was a wonderful child whose loving memory would live everlasting in the hearts of <LOCATION>. <PERSON> aged <DATE_TIME>, born <DATE_TIME>.\n\n<PERSON> was a child who loved <DATE_TIME> school, she would sing her way to church <DATE_TIME> and return home singing. She was renowned as the angel of 10th street, always happy and outspoken. She was nurtured and brought up by her single mother <PERSON>, who did a wonderful job bringing her up till her demise. We want you to know that this city consoles you, <PERSON>.\n\nThe burial and funeral arrangement will take place at 1370 Remsen Ave, <LOCATION>, <DATE_TIME> <DATE_TIME>.\n\nIn attendance of the burial and funeral event will be the Mayor of <LOCATION> <PERSON>, And major philanthropist <PERSON>.\n\nIn loving memory <PERSON>, all donations should be made to New York Center for children (NYCC), Your contributions are appreciated.\n\n<PERSON> will continually be an icon and reminder to every security agency to always protect the children at any cost.\n\nDocument 2: \nIN LOVING MEMORY OF <PERSON>\n\n<PERSON> was an icon to all who knew her. She was born <DATE_TIME>, and lived <DATE_TIME> before departing <DATE_TIME>. She was married to <PERSON> and survived by three children <PERSON> and <PERSON>. Other relations are her grandkids <PERSON>, <PERSON> and <PERSON>.\n\nThe life of <PERSON> has been a gratifying journey, she loved being a tutor to her students and an example to her fellow colleagues at work. She was renowned for being the best teacher of <DATE_TIME>, 3 times in a row. She was also honored and would be remembered as the longest serving teacher at the community school of <LOCATION>. She was a woman full of integrity and her good deeds will forever be remembered as the legacy she has left behind.\n\nIt is with a painful heart that we must say goodbye to such a wonderful soul and icon to our community.\n\nThe burial and funeral would take place at a community funeral home, 909 5th street, <LOCATION> at <DATE_TIME>.\n\nThe family of the Late <PERSON> wishes for all memorial contributions to go to the community school of <LOCATION> to honor their mother.\n\nIt is with a painful heart that we have to say goodbye, but we do know that <PERSON> is in a better place and will forever remain a legend to us all.</p>\n    </div>\n    \n    <div class=\"flex-container\">\n        <div class=\"flex-item\">\n            <h3>Author 1</h3>\n            <p id=\"a1-text\">Document 1: \nmy cat is in distress and i don\u2019t understand why\n\nmy cat has recently taken a liking to my roommate, when i try to pick him up & take him to my room he runs away, meows really loud, and makes me chase him around the coffee table.\n\nanyway what\u2019s really concerning me is that at least 3 times a day, i\u2019ll come out to grab him so he stops meowing at my roommates door. he makes me follow him into the kitchen, and he sits and meows at our little pantry area\n\nhe is meowing like he wants food or something specific in that area, but his food and water are located in my room. i have no idea what it is, i don\u2019t know what to do and it\u2019s making me so sad that i can\u2019t understand him. what does he want??? this has been going on for weeks</p>\n        </div>\n        <div class=\"flex-item\">\n            <h3>Author 2</h3>\n            <p id=\"a2-text\">Document 1: \nMOVIEAND TV RECOMMENDATIONS 2\n\nYou know what they say with movie ratings on rotten tomatoes, After Europa makes a 10/10 rating within a week of its release, incredibly one of the best movies on the block right now but what makes this movie\u2019s rating break the scale is its distinctive use of literature and zero use of computer-generated images (CGI), certainly worth the watch. This movie captures the distinctive cultures and literature of ancient Europe (Europa), it focuses on Great <PERSON> and her armies of the 100, men who were strategically skilled with combat prowess and tenacity not only would you get to witness the great battle of the dead Sea but get in for a treat as you also get to witness how romance stands in the way of legacy and the fall of Europa.\n\nDocument 2: \nMOVIE AND TV RECOMMENDATION 3\n\nBecause you love romance, I am bringing you an exciting opportunity to catch this new seasonal premier, The Heirs, premiering every Wednesday evening at 8 pm, on MBC1. It features an Incredible family story that ranges from two exes and their children's love life. Two exes bittered from their past love experience now become a mother whose love for her son outweighs everything in her world and an ex-boyfriend who fathers the daughter in love with his ex\u2019s son. But when both children found love where it mattered the most, the question asked is will both parents be willing to bury the hatchet and let their children have their way? This series is a perfect blend of Royalty, Love, friendship and betrayal. The ancient settings and characters will captivate your soul and thirst for more thrillers. If you love Romance and suspense, then grab a seat and enjoy this new exciting tv series coming to your screen to give you a wonderful experience. catch in every Wednesday and replays on Saturdays 12 noon for more episodes of The heirs\n\nDocument 3: \nMy most embarrassing moment as an intern.\n\nDo you ever get that feeling where you just blackout when you are faced with a task, and everyone is waiting on you but then you begin to panic. Well, that's me a few weeks back on internship.\n\nAfter last semester's result I got accepted for internship. My duties varied from collection and entry of data, geological maps creation and survey data, and lest I forget running every errand for my very demanding boss :)\n\nI try to be careful when carrying out tasks, trying not to make a fool of myself because I have difficulty managing pressure. So, on this day we got a visit from the Director of the organization while I was assigned to help set up the conference room prior to his arrival and I executed my duties to the best of my ability, ensuring all electronic devices were fully functional while the meeting started afterwards. At about 30 minutes into it and the devices start to malfunction, I quickly went over to check what issues we ran into but on getting there I was confused and unable to fix the problem after spending time reviewing the situation, I realized my hands began to shake as I could feel the stare from my other colleges waiting on me so we could proceed.\n\nI could have just asked for help, but I kept saying, 'I got this' and after a long wait the meeting was adjourned. I remember that day as one of my most embarrassing experiences as an intern.</p>\n        </div>\n        <div class=\"flex-item\">\n            <h3>Author 3</h3>\n            <p id=\"a3-text\">Document 1: \nMy call centre job is awful\n\nEverything that could go wrong has\u2026. Unsupportive and rude supervisors. Overly critical moody and unkind coworkers. We have hot desks and so we can sit wherever we want and yet apparently I sat in someone else\u2019s seat today and she wasn\u2019t happy about it. It\u2019s such a small call centre I can\u2019t get away from these rude and unsupportive people.\n\nI\u2019m the newest one and yet supervisors never ask how I am or if I am enjoying the work or coping ok. They only write nasty negative emails to me without explaining what they mean or actually training me. I had arranged to meet with the boss yesterday but he didn\u2019t have time and then today when I asked him about the meeting he was extremely rude and made me feel awful for asking (this is my first time asking for a meeting with anyone). I wanted to explain how I feel isolated how no one is helping me, how my training was inadequate, how my co workers are unfriendly and rude (one in particular keeps harassing me and criticising me). Yet he responded in exactly the same way so I understand it\u2019s the environment here. They are nasty and just do not care.\n\nDisappointed as I tried so hard my first month here. My confidence has been shaken and it\u2019s truly awful. I can do the monotonous work well I think but the people are unhelpful unkind and so unsupportive. I trained people at my last job and I\u2019m shocked at the attitude of \u201csupervisors\u201d here.</p>\n        </div>\n    </div>\n</body>\n</html>\n\n", "explanation": "\n<p><strong>The following is a selection of writing style descriptions that our system identified in the text. For each style, we show how much it applies to each of the authors (higher score == more applicability and lower score == less applicability). The lowest score is 0, and the highest is +1. According to this analysis, our AI model made the recommendation below</strong></p>\n<p><strong>Style 1:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is reflective, focusing on past occurrences and maintaining a contemplative tone. They often incorporate additional details to offer further context, utilizing a variety of part-of-speech bigrams to enhance the narrative flow.</em></span></p>\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.85</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.65</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.59</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.57</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n\n<p><strong>Style 2:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is skilled in using formal language and maintains a formal tone throughout their work. They also incorporate various part-of-speech and morphology features to enhance the writing style.</em></span></p>\n\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.8</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.64</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.52</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.38</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n<p><strong>Style 3:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is focused on objective reporting and maintains a formal and professional tone throughout their writing. They use various clause structures and incorporate proper nouns in their work, while also paying attention to singular number morphology and foreign words as prepositional modifiers.</em></span></p>\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.66</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.57</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.51</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.53</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n\n", "gt_idx": 1, "source": "llm_tfidf_rep"}, {"Q_fullText": "Document 1: \n<PERSON> passed away of a heart condition at the St. Mary Hospital of <LOCATION>, <LOCATION> on <DATE_TIME> at <DATE_TIME>.\n\n<PERSON> was born on <DATE_TIME> in <LOCATION>, <LOCATION> to parents <PERSON> and <PERSON>. She was the eldest of four children. Since a young age, <PERSON> was a passionate and intelligent child with a passion for knitting. At <DATE_TIME>, she cultivated her love of fashion and worked as a costume designer with her school and local theaters. She graduated from Houston High School in <DATE_TIME> and moved to <LOCATION> to study fashion design at New York University. In <DATE_TIME>, <PERSON> launched several clothing lines under her brand Dusty Sage and worked alongside the brands Aliano, Off Black, and Ristin Pari. At <DATE_TIME>, she married fellow fashion designer <PERSON>. When <PERSON> turned <DATE_TIME>, they moved to <LOCATION>, <LOCATION> to enjoy their peaceful retirement.\n\n<PERSON> is predeceased by her parents <PERSON> and <PERSON>, along with her husband, <PERSON>. She is succeeded by her daughter <PERSON>, <DATE_TIME>, her brothers <PERSON>, <DATE_TIME>, and <PERSON>, <DATE_TIME>, and her sister <PERSON>, <DATE_TIME>.\n\nA memorial celebrating <PERSON> life will take place at Concord Church on <DATE_TIME> at <DATE_TIME>. Burial will take place following the ceremony.\n\nDocument 2: \n<PERSON> passed on <DATE_TIME> at <DATE_TIME> surrounded by family in her home in <LOCATION>, <LOCATION>.\n\n<PERSON> was born in <LOCATION>, <LOCATION> on <DATE_TIME> to mother <PERSON>. She was a lively and smart child whose grin lit up every room. She graduated from <LOCATION>, <LOCATION>'s Greenboro High School in <DATE_TIME> and married her high school sweetheart <PERSON>, to whom she would remained married for the rest of her life. She completed a B.S. in Ecology at Ohio State University and went on to work as a lab technician with Henry Cosmetics. In <DATE_TIME>, <DATE_TIME> after her marriage, <PERSON> gave birth to twins <PERSON> and <PERSON> who <DATE_TIME> are both <DATE_TIME>.\n\n<PERSON> and her family relocated to <LOCATION> in <DATE_TIME>. An enthusiastic member of the community, <PERSON> devoted time to volunteering with the local elementary schools and park clean-ups. She also held a deep passion for gardening. In <DATE_TIME>, <PERSON> started the award-winning jam business Simmons Sweets, selling her delicacies to local business and at farmers' markets.\n\n<PERSON> is survived by her husband <PERSON> and her two daughters <PERSON> and <PERSON>, by whom she will be deeply missed.\n\nMemorial service will be help on <DATE_TIME> at <DATE_TIME> at the Everlasting Love Baptist Church. Burial will take place in the connected cemetery following the service.", "Q_authorID": "0a83e635-b81f-5513-bf71-bc1e27fe7f67", "latent_rank": [1, 2, 0], "system_rank": [{"id": 2, "title": "Author 2", "body": ""}, {"id": 3, "title": "Author 3", "body": ""}, {"id": 1, "title": "Author 1", "body": ""}], "rank_1": "1. Author 2", "rank_2": "2. Author 3", "rank_3": "3. 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I leave a bottle of creamer in the break room for me to use. It's a somewhat expensive brand. And for some reason my coworkers keep using the crap out of it no matter what I say.\n\nI probably wouldn't have noticed if it was just a rare occurrence, but I keep finding myself replacing the bottle way faster than I replace the one at home (and I basically drink the same amount in the morning as I do at work). I told them to knock it off because it's not \"break room creamer\" and it's coming out of my own wallet. I even taped on a little note saying not to use it.\n\nAnd somehow... it's still draining crazy fast? I swear I'm not crazy and other people are definitely using it, but I can't figure out who's doing it. It pisses me off because I just want to have nice, hot coffee on my lunch breaks. I think I'll have to start packing a thermos because these people can't keep their grubby hands to themselves.", "a0_authorID": "0a83e635-b81f-5513-bf71-bc1e27fe7f67", "a1_fullText": "Document 1: \n<PERSON>, <DATE_TIME>, of <LOCATION>, <LOCATION> passed away <DATE_TIME>.\n\n<PERSON> was born in <LOCATION>, preceded by his Mother, <PERSON> and his Father, <PERSON>.\n\nHe is survived by his Wife, <PERSON> and his extended family.\n\n<PERSON> was born and raised in <LOCATION> with his parents, attending The University of North Florida. <PERSON> got his Masters degree in Business Management and started his own real estate business soon after. <PERSON> soon took the <LOCATION> area by storm, selling houses faster than he could list them. <PERSON> met his wife <PERSON> during a showing, he was the original realtor for the house and <PERSON> had to contact him in order to show her clients the house. A love blossomed between the two and soon enough they were a real estate dynamic duo; The couple start their own Real estate agency, earning the award of real estate agency of <DATE_TIME> in <DATE_TIME>. Soon after their monumental success <PERSON> and <PERSON> decided to retire in <LOCATION> a quant spot in <LOCATION>; to enjoy the rest of their time together at their beloved <LOCATION> coast.\n\n<PERSON> admired how driven and passionate her late husband was not only at his job but towards their relationship. They never had kids because they loved their life the way it was, and enjoyed the freedom of putting as much blood, sweat, and tears into their business. <PERSON> knew <PERSON> was her soulmate from <DATE_TIME>, she fell in love with his ability to keep a conversation and make the person feel so special. As much as <PERSON> loved his business, he loved his wife more and that always shined through his actions.\n\nReal estate agents from the agency express their deepest condolences to <PERSON>, as they will miss <PERSON> dearly as well. Employees say <PERSON> always had a smile on his face and always knew how to talk to people no matter the situation. <PERSON> inspired every employee and they truly feel as though it was an honor to shadow under him.\n\nIn honor of <PERSON>, a funeral mass at Saint John's Baptist Church, 345 Seashell Circle <LOCATION>, <LOCATION> 34876 on <DATE_TIME> at 4PM. Internment will follow at the Beachside Memorial Park, 3975 Sandy Dunes Street, <LOCATION>, <LOCATION> 34870.", "a1_authorID": "3353a8da-edac-5584-bcac-c8607954d040", "a2_fullText": "Document 1: \nThe Terminator\n\n<PERSON> going back to the future to report to <PERSON> like, \u201cI\u2019m so sorry bro but I fucked your mom and became your dad. \ud83d\ude14\u201d\n\nLoses a lot of momentum in its cutaways to The Future / the quiet scenes with <PERSON> and <PERSON>\u2014 I like it better when it\u2019s in cat-and-mouse chase mode across LA\u2014 but this is less an action movie than it is The Action Movie. T2 rules but I love how elemental this one is. Lighter on dialogue, lighter on plot, just like a well-oiled machine(!) of robot gore and car chases", "a2_authorID": "eed4b6a5-ef18-9777-31af-f81f2417c65c", "authors_texts_as_html": "\n<!DOCTYPE html>\n<html lang=\"en\">\n<head>\n    <meta charset=\"UTF-8\">\n    <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\">\n    <title>Label Studio HTML</title>\n    <style>\n        .container {\n            overflow: auto;\n            border: solid 1px black;\n            padding: 10px;\n            margin: 0px 20px 5px 0px;\n        }\n        .flex-container {\n            display: flex;\n        }\n        .flex-item {\n            flex: 33%;\n            padding: 10px;\n            margin: 0px 20px 5px 0px;\n            border: solid 1px black;\n        }\n        h3 {\n            text-decoration: underline;\n        }\n    </style>\n</head>\n<body>\n    <div class=\"container\">\n        <h3>Mystery Author</h3>\n        <p id=\"query-text\">Document 1: \n<PERSON> passed away of a heart condition at the St. Mary Hospital of <LOCATION>, <LOCATION> on <DATE_TIME> at <DATE_TIME>.\n\n<PERSON> was born on <DATE_TIME> in <LOCATION>, <LOCATION> to parents <PERSON> and <PERSON>. She was the eldest of four children. Since a young age, <PERSON> was a passionate and intelligent child with a passion for knitting. At <DATE_TIME>, she cultivated her love of fashion and worked as a costume designer with her school and local theaters. She graduated from Houston High School in <DATE_TIME> and moved to <LOCATION> to study fashion design at New York University. In <DATE_TIME>, <PERSON> launched several clothing lines under her brand Dusty Sage and worked alongside the brands Aliano, Off Black, and Ristin Pari. At <DATE_TIME>, she married fellow fashion designer <PERSON>. When <PERSON> turned <DATE_TIME>, they moved to <LOCATION>, <LOCATION> to enjoy their peaceful retirement.\n\n<PERSON> is predeceased by her parents <PERSON> and <PERSON>, along with her husband, <PERSON>. She is succeeded by her daughter <PERSON>, <DATE_TIME>, her brothers <PERSON>, <DATE_TIME>, and <PERSON>, <DATE_TIME>, and her sister <PERSON>, <DATE_TIME>.\n\nA memorial celebrating <PERSON> life will take place at Concord Church on <DATE_TIME> at <DATE_TIME>. Burial will take place following the ceremony.\n\nDocument 2: \n<PERSON> passed on <DATE_TIME> at <DATE_TIME> surrounded by family in her home in <LOCATION>, <LOCATION>.\n\n<PERSON> was born in <LOCATION>, <LOCATION> on <DATE_TIME> to mother <PERSON>. She was a lively and smart child whose grin lit up every room. She graduated from <LOCATION>, <LOCATION>'s Greenboro High School in <DATE_TIME> and married her high school sweetheart <PERSON>, to whom she would remained married for the rest of her life. She completed a B.S. in Ecology at Ohio State University and went on to work as a lab technician with Henry Cosmetics. In <DATE_TIME>, <DATE_TIME> after her marriage, <PERSON> gave birth to twins <PERSON> and <PERSON> who <DATE_TIME> are both <DATE_TIME>.\n\n<PERSON> and her family relocated to <LOCATION> in <DATE_TIME>. An enthusiastic member of the community, <PERSON> devoted time to volunteering with the local elementary schools and park clean-ups. She also held a deep passion for gardening. In <DATE_TIME>, <PERSON> started the award-winning jam business Simmons Sweets, selling her delicacies to local business and at farmers' markets.\n\n<PERSON> is survived by her husband <PERSON> and her two daughters <PERSON> and <PERSON>, by whom she will be deeply missed.\n\nMemorial service will be help on <DATE_TIME> at <DATE_TIME> at the Everlasting Love Baptist Church. Burial will take place in the connected cemetery following the service.</p>\n    </div>\n    \n    <div class=\"flex-container\">\n        <div class=\"flex-item\">\n            <h3>Author 1</h3>\n            <p id=\"a1-text\">Document 1: \nMy coworkers keep using my coffee creamer\n\nI work at a dentist office as an assistant. I leave a bottle of creamer in the break room for me to use. It's a somewhat expensive brand. And for some reason my coworkers keep using the crap out of it no matter what I say.\n\nI probably wouldn't have noticed if it was just a rare occurrence, but I keep finding myself replacing the bottle way faster than I replace the one at home (and I basically drink the same amount in the morning as I do at work). I told them to knock it off because it's not \"break room creamer\" and it's coming out of my own wallet. I even taped on a little note saying not to use it.\n\nAnd somehow... it's still draining crazy fast? I swear I'm not crazy and other people are definitely using it, but I can't figure out who's doing it. It pisses me off because I just want to have nice, hot coffee on my lunch breaks. I think I'll have to start packing a thermos because these people can't keep their grubby hands to themselves.</p>\n        </div>\n        <div class=\"flex-item\">\n            <h3>Author 2</h3>\n            <p id=\"a2-text\">Document 1: \n<PERSON>, <DATE_TIME>, of <LOCATION>, <LOCATION> passed away <DATE_TIME>.\n\n<PERSON> was born in <LOCATION>, preceded by his Mother, <PERSON> and his Father, <PERSON>.\n\nHe is survived by his Wife, <PERSON> and his extended family.\n\n<PERSON> was born and raised in <LOCATION> with his parents, attending The University of North Florida. <PERSON> got his Masters degree in Business Management and started his own real estate business soon after. <PERSON> soon took the <LOCATION> area by storm, selling houses faster than he could list them. <PERSON> met his wife <PERSON> during a showing, he was the original realtor for the house and <PERSON> had to contact him in order to show her clients the house. A love blossomed between the two and soon enough they were a real estate dynamic duo; The couple start their own Real estate agency, earning the award of real estate agency of <DATE_TIME> in <DATE_TIME>. Soon after their monumental success <PERSON> and <PERSON> decided to retire in <LOCATION> a quant spot in <LOCATION>; to enjoy the rest of their time together at their beloved <LOCATION> coast.\n\n<PERSON> admired how driven and passionate her late husband was not only at his job but towards their relationship. They never had kids because they loved their life the way it was, and enjoyed the freedom of putting as much blood, sweat, and tears into their business. <PERSON> knew <PERSON> was her soulmate from <DATE_TIME>, she fell in love with his ability to keep a conversation and make the person feel so special. As much as <PERSON> loved his business, he loved his wife more and that always shined through his actions.\n\nReal estate agents from the agency express their deepest condolences to <PERSON>, as they will miss <PERSON> dearly as well. Employees say <PERSON> always had a smile on his face and always knew how to talk to people no matter the situation. <PERSON> inspired every employee and they truly feel as though it was an honor to shadow under him.\n\nIn honor of <PERSON>, a funeral mass at Saint John's Baptist Church, 345 Seashell Circle <LOCATION>, <LOCATION> 34876 on <DATE_TIME> at 4PM. Internment will follow at the Beachside Memorial Park, 3975 Sandy Dunes Street, <LOCATION>, <LOCATION> 34870.</p>\n        </div>\n        <div class=\"flex-item\">\n            <h3>Author 3</h3>\n            <p id=\"a3-text\">Document 1: \nThe Terminator\n\n<PERSON> going back to the future to report to <PERSON> like, \u201cI\u2019m so sorry bro but I fucked your mom and became your dad. \ud83d\ude14\u201d\n\nLoses a lot of momentum in its cutaways to The Future / the quiet scenes with <PERSON> and <PERSON>\u2014 I like it better when it\u2019s in cat-and-mouse chase mode across LA\u2014 but this is less an action movie than it is The Action Movie. T2 rules but I love how elemental this one is. Lighter on dialogue, lighter on plot, just like a well-oiled machine(!) of robot gore and car chases</p>\n        </div>\n    </div>\n</body>\n</html>\n\n", "explanation": "\n<p><strong>The following is a selection of writing style descriptions that our system identified in the text. For each style, we show how much it applies to each of the authors (higher score == more applicability and lower score == less applicability). The lowest score is 0, and the highest is +1. According to this analysis, our AI model made the recommendation below</strong></p>\n<p><strong>Style 1:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is reflective, focusing on past occurrences and maintaining a contemplative tone. They often incorporate additional details to offer further context, utilizing a variety of part-of-speech bigrams to enhance the narrative flow.</em></span></p>\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.86</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.39</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.76</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.42</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n\n<p><strong>Style 2:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is skilled in using formal language and maintains a formal tone throughout their work. They also incorporate various part-of-speech and morphology features to enhance the writing style.</em></span></p>\n\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.86</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.37</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.71</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.36</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n<p><strong>Style 3:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is skilled at using complex grammar to convey sophisticated concepts and employs passive voice to emphasize the agent in the narrative. Additionally, the author utilizes repetition and explores various perspectives on the topic, incorporating proper nouns followed by adpositions and employing the perfect aspect and reflexive morphology tags.</em></span></p>\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.68</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.31</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.57</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.4</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n\n", "gt_idx": 0, "source": "llm_tfidf_rep"}, {"Q_fullText": "Document 1: \n<PERSON>, <DATE_TIME>, died suddenly on <DATE_TIME> while visiting family in <LOCATION>. Cause of death is believed to be cardiac arrest. <PERSON> was collecting material for his next novel, to be set in his home village of <LOCATION>. <PERSON> is survived by his partner of <DATE_TIME>, <PERSON>, his parents <PERSON> and <PERSON>, and his siblings, <PERSON>, <PERSON>, and <PERSON>, as well as many cherished nephews and nieces.\n\n<PERSON> was born <DATE_TIME> in <LOCATION>, and earned two Masters degrees from the University of Granada in Professional Translation and in Business Law in <DATE_TIME>. After matriculation he emigrated to <LOCATION> to pursue a career in international business law in <LOCATION>. In <DATE_TIME> he became a partner at Andrews, Shulman and Smith. Novel writing was his passionate hobby, and his first two novels - 'A Basket of Eggs' (<DATE_TIME>) and 'Facts Matter' (<DATE_TIME>) were well received.\n\n<PERSON> enthusiastically led writing workshops, organized career days discussing law and translation, and mentored many legal interns. He often commented that the greatest investment one can make is in young people.\n\n<PERSON> and <PERSON> shared interests in travel, dining, literature, and theatre. They had a large circle of friends, and were active in groups providing support to the Latin community.\n\n<PERSON> will be cremated in <LOCATION>, and the family will hold a private internment ceremony. A Memorial Service will be held by invitation at <PERSON> and <PERSON>'s favourite dinner spot, the Torres Restaurant in <LOCATION>, at <DATE_TIME> on <DATE_TIME>, with dinner to follow.\n\nDocument 2: \n<PERSON> died in <DATE_TIME> while napping at her co-op space in the Chestnut Street Collective Mall. <PERSON> was a colourful figure in the arts community; she was probably over 80 years old, though she always commented that she was '<DATE_TIME> at heart'. Virtually nothing is known about <PERSON>'s youth and family life. <PERSON> moved to the <LOCATION> area in <DATE_TIME>, and for some time had no permanent address. She had an incredible talent for fiber and pottery art, which blossomed with the establishment of the Chestnut Street Collective in <DATE_TIME>. The Collective's housing options for artists, secure exhibit space, and patron support, provided the needed stability for <PERSON> to produce her fascinating creations. She shared her passion, talent, and techniques in the Developing Artist Workshops held <DATE_TIME> at the Collective.\n\n<PERSON>'s body has been donated to the San Diego Medical School, as she requested. Her friends are hosting a Memorial Celebration in the event space at the Chestnut Street Collective on <DATE_TIME>, from <DATE_TIME>. Donations to the Developing Artists Workshop can be made in <PERSON>'s memory.\n\nDocument 3: \n<PERSON>, <DATE_TIME>, was struck by a vehicle <DATE_TIME> <DATE_TIME>, and died due to his injuries at St. Agnes Hospital in <LOCATION> <DATE_TIME>, <DATE_TIME>. <PERSON> is survived by his loving family: parents, <PERSON> and <PERSON>, siblings, <PERSON> <DATE_TIME>, <PERSON> <DATE_TIME>, and <PERSON> <DATE_TIME>, and his grandparents and cousins. The cheerful third grader attended Good Shepherd Elementary School in <LOCATION>, where he enjoyed soccer, reading, and art class. At home, <PERSON> enjoyed playing with his brothers and sister and his model trains.\n\nThe family will host private visitation at their home, for relatives and close friends only, on <DATE_TIME> from <DATE_TIME>. A Mass of Christian Burial will follow at <DATE_TIME> at Good Shepherd Church in <LOCATION>. The family asks that those wanting to remember <PERSON> contribute to the Safe Community initiative, dedicated to the prevention of road traffic accidents.", "Q_authorID": "65d20216-381d-59b0-9aad-da62b34b4af4", "latent_rank": [0, 1, 2], "system_rank": [{"id": 1, "title": "Author 1", "body": ""}, {"id": 2, "title": "Author 2", "body": ""}, {"id": 3, "title": "Author 3", "body": ""}], "rank_1": "1. Author 1", "rank_2": "2. Author 2", "rank_3": "3. 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0.28177535085784605, 0.401040036008859, 0.584509957163593, 0.47042026178863167, 0.5771504560602347, 0.326452428302238, 0.46846666141958065, 0.3287954485210403, 0.3678081956190602, 0.38662824457908995, 0.6347829560982876, 0.36352352628826334, 0.46245011953486653, 0.3426007151661458, 0.46995497894864313, 0.4421533571778523, 0.525249741825746, 0.3592869550566131, 0.5013635606358455, 0.5064947449357249, 0.38009219496654567, 0.38879083411416165, 0.3982939947594927, 0.2536163580704768, 0.43619934423376655, 0.5452479315568357, 0.29180829099541994, 0.35332541522924366, 0.3689236438465183, 0.3024338942814809]], "rep_clusters": [5, 11, 1], "a0_fullText": "Document 1: \nPumfu, THE alternative protein alternative, 8 oz\n\nPumfu is THE revolutionary product in the alternative protein aisle. Produced from organic green pumpkin seeds and just enough water for processing, it contains absolutely no soy, wheat, gluten, or other common allergens. Pumfu packs a protein punch with 17 grams of protein per 4 oz serving. Pumfu does not require cooking or pressing, with a pleasant firm texture and mild flavour. Pumfu will elevate all of your favourite tofu or paneer recipes; it is excellent marinated, grilled, roasted, air fried, saut\u00e9ed, or baked. Surprise your meat eating friends with its delicious taste and texture; Pumfu tastes BETTER than chicken! Also available in naturally flavoured crumbles: chorizo, sausage, and sloppy joe.\n\nDocument 2: \nMidwest Artisanal Organic Bread Flour, 2 kg resealable bag\n\nThis certified organic unbleached bread flour is milled from hard red wheat, sourced from small family farms throughout the midwest United States and Canada. QR codes on each package allow the discriminating baker to trace their flour to the producer. All flour is guaranteed 11 to 11.5% protein for optimal performance in breads and pastry. The high gluten content ensures consistent rise time and excellent texture. Careful attention to detail from farm to mill is what sets Midwest Artisanal flours apart. Professional bakers insist on our flours, and now you can purchase the same flour for your lovingly crafted creations.", "a0_authorID": "65d20216-381d-59b0-9aad-da62b34b4af4", "a1_fullText": "Document 1: \nIntroducing cat to family dog\n\nHi everyone! Looking for some advice. When I moved out of my parents place, I got my first pet- a cat named <PERSON>! All my life I had a dog and my family dog is still alive. My moms health has recently took a turn and she's in the hospital. She's been in and out all month and I've been back and forth to her house to care for our family dog <PERSON>. They've both met a few times and mostly just ignore each other whenever <PERSON> would come over. I feel bad leaving my cat and fianc\u00e9 to live at the house for my moms dog\n\nWe have a one bedroom apartment but have a baby gate to separate them if needed. I cant tell if they get along, I had them both on the couch with me last night far from each other but <PERSON> will swat at him sometimes especially by his tree. <PERSON> has hissed at him in the past but hasn't yet same with <PERSON> they just co-exist. I'm just afraid of a fight breaking out and always feel the need to be in the same room as them in case.", "a1_authorID": "c063f75d-c48e-d161-8178-188790a1700c", "a2_fullText": "Document 1: \nMy call centre job is awful\n\nEverything that could go wrong has\u2026. Unsupportive and rude supervisors. Overly critical moody and unkind coworkers. We have hot desks and so we can sit wherever we want and yet apparently I sat in someone else\u2019s seat today and she wasn\u2019t happy about it. It\u2019s such a small call centre I can\u2019t get away from these rude and unsupportive people.\n\nI\u2019m the newest one and yet supervisors never ask how I am or if I am enjoying the work or coping ok. They only write nasty negative emails to me without explaining what they mean or actually training me. I had arranged to meet with the boss yesterday but he didn\u2019t have time and then today when I asked him about the meeting he was extremely rude and made me feel awful for asking (this is my first time asking for a meeting with anyone). I wanted to explain how I feel isolated how no one is helping me, how my training was inadequate, how my co workers are unfriendly and rude (one in particular keeps harassing me and criticising me). Yet he responded in exactly the same way so I understand it\u2019s the environment here. They are nasty and just do not care.\n\nDisappointed as I tried so hard my first month here. My confidence has been shaken and it\u2019s truly awful. I can do the monotonous work well I think but the people are unhelpful unkind and so unsupportive. I trained people at my last job and I\u2019m shocked at the attitude of \u201csupervisors\u201d here.", "a2_authorID": "f23ecc91-e465-b962-403c-4f7b5f83a125", "authors_texts_as_html": "\n<!DOCTYPE html>\n<html lang=\"en\">\n<head>\n    <meta charset=\"UTF-8\">\n    <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\">\n    <title>Label Studio HTML</title>\n    <style>\n        .container {\n            overflow: auto;\n            border: solid 1px black;\n            padding: 10px;\n            margin: 0px 20px 5px 0px;\n        }\n        .flex-container {\n            display: flex;\n        }\n        .flex-item {\n            flex: 33%;\n            padding: 10px;\n            margin: 0px 20px 5px 0px;\n            border: solid 1px black;\n        }\n        h3 {\n            text-decoration: underline;\n        }\n    </style>\n</head>\n<body>\n    <div class=\"container\">\n        <h3>Mystery Author</h3>\n        <p id=\"query-text\">Document 1: \n<PERSON>, <DATE_TIME>, died suddenly on <DATE_TIME> while visiting family in <LOCATION>. Cause of death is believed to be cardiac arrest. <PERSON> was collecting material for his next novel, to be set in his home village of <LOCATION>. <PERSON> is survived by his partner of <DATE_TIME>, <PERSON>, his parents <PERSON> and <PERSON>, and his siblings, <PERSON>, <PERSON>, and <PERSON>, as well as many cherished nephews and nieces.\n\n<PERSON> was born <DATE_TIME> in <LOCATION>, and earned two Masters degrees from the University of Granada in Professional Translation and in Business Law in <DATE_TIME>. After matriculation he emigrated to <LOCATION> to pursue a career in international business law in <LOCATION>. In <DATE_TIME> he became a partner at Andrews, Shulman and Smith. Novel writing was his passionate hobby, and his first two novels - 'A Basket of Eggs' (<DATE_TIME>) and 'Facts Matter' (<DATE_TIME>) were well received.\n\n<PERSON> enthusiastically led writing workshops, organized career days discussing law and translation, and mentored many legal interns. He often commented that the greatest investment one can make is in young people.\n\n<PERSON> and <PERSON> shared interests in travel, dining, literature, and theatre. They had a large circle of friends, and were active in groups providing support to the Latin community.\n\n<PERSON> will be cremated in <LOCATION>, and the family will hold a private internment ceremony. A Memorial Service will be held by invitation at <PERSON> and <PERSON>'s favourite dinner spot, the Torres Restaurant in <LOCATION>, at <DATE_TIME> on <DATE_TIME>, with dinner to follow.\n\nDocument 2: \n<PERSON> died in <DATE_TIME> while napping at her co-op space in the Chestnut Street Collective Mall. <PERSON> was a colourful figure in the arts community; she was probably over 80 years old, though she always commented that she was '<DATE_TIME> at heart'. Virtually nothing is known about <PERSON>'s youth and family life. <PERSON> moved to the <LOCATION> area in <DATE_TIME>, and for some time had no permanent address. She had an incredible talent for fiber and pottery art, which blossomed with the establishment of the Chestnut Street Collective in <DATE_TIME>. The Collective's housing options for artists, secure exhibit space, and patron support, provided the needed stability for <PERSON> to produce her fascinating creations. She shared her passion, talent, and techniques in the Developing Artist Workshops held <DATE_TIME> at the Collective.\n\n<PERSON>'s body has been donated to the San Diego Medical School, as she requested. Her friends are hosting a Memorial Celebration in the event space at the Chestnut Street Collective on <DATE_TIME>, from <DATE_TIME>. Donations to the Developing Artists Workshop can be made in <PERSON>'s memory.\n\nDocument 3: \n<PERSON>, <DATE_TIME>, was struck by a vehicle <DATE_TIME> <DATE_TIME>, and died due to his injuries at St. Agnes Hospital in <LOCATION> <DATE_TIME>, <DATE_TIME>. <PERSON> is survived by his loving family: parents, <PERSON> and <PERSON>, siblings, <PERSON> <DATE_TIME>, <PERSON> <DATE_TIME>, and <PERSON> <DATE_TIME>, and his grandparents and cousins. The cheerful third grader attended Good Shepherd Elementary School in <LOCATION>, where he enjoyed soccer, reading, and art class. At home, <PERSON> enjoyed playing with his brothers and sister and his model trains.\n\nThe family will host private visitation at their home, for relatives and close friends only, on <DATE_TIME> from <DATE_TIME>. A Mass of Christian Burial will follow at <DATE_TIME> at Good Shepherd Church in <LOCATION>. The family asks that those wanting to remember <PERSON> contribute to the Safe Community initiative, dedicated to the prevention of road traffic accidents.</p>\n    </div>\n    \n    <div class=\"flex-container\">\n        <div class=\"flex-item\">\n            <h3>Author 1</h3>\n            <p id=\"a1-text\">Document 1: \nPumfu, THE alternative protein alternative, 8 oz\n\nPumfu is THE revolutionary product in the alternative protein aisle. Produced from organic green pumpkin seeds and just enough water for processing, it contains absolutely no soy, wheat, gluten, or other common allergens. Pumfu packs a protein punch with 17 grams of protein per 4 oz serving. Pumfu does not require cooking or pressing, with a pleasant firm texture and mild flavour. Pumfu will elevate all of your favourite tofu or paneer recipes; it is excellent marinated, grilled, roasted, air fried, saut\u00e9ed, or baked. Surprise your meat eating friends with its delicious taste and texture; Pumfu tastes BETTER than chicken! Also available in naturally flavoured crumbles: chorizo, sausage, and sloppy joe.\n\nDocument 2: \nMidwest Artisanal Organic Bread Flour, 2 kg resealable bag\n\nThis certified organic unbleached bread flour is milled from hard red wheat, sourced from small family farms throughout the midwest United States and Canada. QR codes on each package allow the discriminating baker to trace their flour to the producer. All flour is guaranteed 11 to 11.5% protein for optimal performance in breads and pastry. The high gluten content ensures consistent rise time and excellent texture. Careful attention to detail from farm to mill is what sets Midwest Artisanal flours apart. Professional bakers insist on our flours, and now you can purchase the same flour for your lovingly crafted creations.</p>\n        </div>\n        <div class=\"flex-item\">\n            <h3>Author 2</h3>\n            <p id=\"a2-text\">Document 1: \nIntroducing cat to family dog\n\nHi everyone! Looking for some advice. When I moved out of my parents place, I got my first pet- a cat named <PERSON>! All my life I had a dog and my family dog is still alive. My moms health has recently took a turn and she's in the hospital. She's been in and out all month and I've been back and forth to her house to care for our family dog <PERSON>. They've both met a few times and mostly just ignore each other whenever <PERSON> would come over. I feel bad leaving my cat and fianc\u00e9 to live at the house for my moms dog\n\nWe have a one bedroom apartment but have a baby gate to separate them if needed. I cant tell if they get along, I had them both on the couch with me last night far from each other but <PERSON> will swat at him sometimes especially by his tree. <PERSON> has hissed at him in the past but hasn't yet same with <PERSON> they just co-exist. I'm just afraid of a fight breaking out and always feel the need to be in the same room as them in case.</p>\n        </div>\n        <div class=\"flex-item\">\n            <h3>Author 3</h3>\n            <p id=\"a3-text\">Document 1: \nMy call centre job is awful\n\nEverything that could go wrong has\u2026. Unsupportive and rude supervisors. Overly critical moody and unkind coworkers. We have hot desks and so we can sit wherever we want and yet apparently I sat in someone else\u2019s seat today and she wasn\u2019t happy about it. It\u2019s such a small call centre I can\u2019t get away from these rude and unsupportive people.\n\nI\u2019m the newest one and yet supervisors never ask how I am or if I am enjoying the work or coping ok. They only write nasty negative emails to me without explaining what they mean or actually training me. I had arranged to meet with the boss yesterday but he didn\u2019t have time and then today when I asked him about the meeting he was extremely rude and made me feel awful for asking (this is my first time asking for a meeting with anyone). I wanted to explain how I feel isolated how no one is helping me, how my training was inadequate, how my co workers are unfriendly and rude (one in particular keeps harassing me and criticising me). Yet he responded in exactly the same way so I understand it\u2019s the environment here. They are nasty and just do not care.\n\nDisappointed as I tried so hard my first month here. My confidence has been shaken and it\u2019s truly awful. I can do the monotonous work well I think but the people are unhelpful unkind and so unsupportive. I trained people at my last job and I\u2019m shocked at the attitude of \u201csupervisors\u201d here.</p>\n        </div>\n    </div>\n</body>\n</html>\n\n", "explanation": "\n<p><strong>The following is a selection of writing style descriptions that our system identified in the text. For each style, we show how much it applies to each of the authors (higher score == more applicability and lower score == less applicability). The lowest score is 0, and the highest is +1. According to this analysis, our AI model made the recommendation below</strong></p>\n<p><strong>Style 1:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is reflective, focusing on past occurrences and maintaining a contemplative tone. They often incorporate additional details to offer further context, utilizing a variety of part-of-speech bigrams to enhance the narrative flow.</em></span></p>\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.78</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.59</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.6</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.57</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n\n<p><strong>Style 2:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is skilled in using formal language and maintains a formal tone throughout their work. They also incorporate various part-of-speech and morphology features to enhance the writing style.</em></span></p>\n\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.8</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.55</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.49</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.38</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n<p><strong>Style 3:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is focused on objective reporting and maintains a formal and professional tone throughout their writing. They use various clause structures and incorporate proper nouns in their work, while also paying attention to singular number morphology and foreign words as prepositional modifiers.</em></span></p>\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.62</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.55</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.48</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.53</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n\n", "gt_idx": 0, "source": "llm_tfidf_rep"}, {"Q_fullText": "Document 1: \n<PERSON>, <DATE_TIME>, of <LOCATION>, <LOCATION>, lost his battle with childhood lymphoma on <DATE_TIME>, surrounded by his loving family.\n\nHe was born in <LOCATION> on <DATE_TIME>, son of <PERSON> and <PERSON> and brother to <PERSON>, <DATE_TIME>; <PERSON>, <DATE_TIME>; and <PERSON>, <DATE_TIME>.\n\n<PERSON> was a hardworking student at Walt Whitman Elementary School. He was an accomplished cello player and won music awards at city-wide competitions. He loved baseball and the family's pet dog, Maxie.\n\nHe was a member of St. Matthews Baptist Church and attended regularly.\n\nHe was survived by aunts, uncles, grandparents, cousins, and many friends.\n\nFriends may call at Barkley Funeral Home, 18 E. Washington Ave., <LOCATION>, on <DATE_TIME> from <DATE_TIME> <DATE_TIME>. A private service for cremation will be held <DATE_TIME>.\n\nMemorials may be made to the American Cancer Society and the Ronald McDonald House.\n\nDocument 2: \n<PERSON>, aged <DATE_TIME>, of <LOCATION>, <LOCATION> passed away in an auto accident on <DATE_TIME>.\n\nShe was born in <LOCATION> on <DATE_TIME>, a daughter of the late <PERSON> and <PERSON>.\n\n<PERSON> graduated from Andrew Jackson High School and attended Milwaukee Community College for <DATE_TIME>. She did secretarial work for <DATE_TIME> for the law firm of Baxter and Martinson. She was a member of St. Peter Presbyterian Church and volunteered for the Milwaukee Legal Aid Society.\n\nIn addition to her parents, she was predeceased by her brother <PERSON>. She is survived by brother <PERSON>, sister <PERSON>, and brother-in-law <PERSON>.\n\nFriends may call at Sylvester Funeral Home, 818 W. 45th St., <LOCATION> on <DATE_TIME> from <DATE_TIME> and are invited to attend a service there on <DATE_TIME> at <DATE_TIME>. Burial will follow in Forest Home Cemetery, with a celebration of life to follow.\n\nMemorials may be made to Milwaukee Legal Aid Society or St. Peter Presbyterian Church.", "Q_authorID": "de5e331d-c97f-50fe-a228-d6669b2e7148", "latent_rank": [2, 0, 1], "system_rank": [{"id": 3, "title": "Author 3", "body": ""}, {"id": 1, "title": "Author 1", "body": ""}, {"id": 2, "title": "Author 2", "body": ""}], "rank_1": "1. Author 3", "rank_2": "2. Author 1", "rank_3": "3. 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0.39441326461010334, 0.4845418439269986, 0.2826298602278523, 0.2878679604170517, 0.24244139169854603, 0.28109605530018406, 0.3972154877193082, 0.22150309825091005, 0.3765746866258579, 0.35512693793441147, 0.2975634203734035, 0.45424027155082447, 0.34686755626204446, 0.3978084832379329, 0.24367602361281146, 0.16993199211190665, 0.323915054786758, 0.3478534678363203, 0.3597350140877033, 0.4029405274411932, 0.4315988076354902, 0.3713836778454967, 0.2780589004616556, 0.25245117118081845, 0.42881886432105176, 0.40233119316909055, 0.2786341599092914, 0.3065112251741939, 0.2785236307857209, 0.47357393502417217, 0.3392971601843249, 0.3439555272335702, 0.2697346685671384, 0.3258919064964248, 0.38665760338733585, 0.3810969913659094, 0.33408537637400704, 0.4432237526707848, 0.3147526752183756, 0.3153679309696911, 0.24057706684282573, 0.2495676220696983, 0.27695887118512413, 0.17273350098138573, 0.29857124434407006]], "rep_clusters": [5, 11, 3], "a0_fullText": "Document 1: \nElemental\n\nDirector <PERSON> opened the film with promise. It felt like a strong origin tale for the characters. <PERSON>\u2019s dream was to open up his shop, and <PERSON>\u2019s dream was to take over the shop from her dad. This fell into generic territory right after, as the father/daughter storyline did not have an emotional connection carry the film. It became repetitive as <PERSON> tried to please her father and cross obstacles to save the store. Some moments should have been emotional because the story beats were there, but something was missing. Once <PERSON> (<PERSON>) entered the picture, the story between father and daughter was put on the back burner. There was no balance between the two, and it seemed that they wanted to focus more on the love story that carried the second half.\n\nclick here for my full review", "a0_authorID": "af7d1f70-d7d6-418c-adf8-01b4275d201c", "a1_fullText": "Document 1: \nThe Secret Life of Walter Mitty\n\n\"I haven't really been anywhere noteworthy or mentionable.\"\nLengthy thoughts incoming! The Secret Life of Walter Mitty is far from perfect, but it's still one of my favorite movies :) Took a break tonight from the onslaught of horror films I've been sprinting through to watch something that feels like sitting in a park on a warm breezy day. Also a weird evening to even pick up this movie, because I literally downloaded Hinge and then didn't open it because I got scared. So the whole eHarmony plot line with <PERSON> struggling to feel confidence in himself, his experiences, and life at large was really topical. Hinge is still sitting untouched on my phone, and unlike <PERSON> I don't have an office to go in and develop a work crush. Huge dilemma. Anyways...\n\nInside of me there are two wolves: a 23 year old female musician who lives in Brooklyn and a middle-aged white man who's worked at TIME Magazine for 16 years and doesn't think his life has gone the direction he hoped it would. I've undeniably done much more with my life than I could have ever anticipated, but I deeply relate to <PERSON> as a character and a lot of the feelings he navigates: the stagnation that occurs after a major loss of a loved one, the pause you put on any personal goals you have in order to tend to your loved ones emotionally and financially, and using maladaptive daydreaming to cope with all of it. All of that is a little too close to home currently! I do however feel like my life is starting to find its pacing. Over the last year I've been heavily trying to bring myself out of simply daydreaming. I'm trying to become more of a participant in my life rather than a spectator and desperately attempting to understand myself further beyond the confines of my obligations to others. I'm especially learning how to be brave and trust that I am capable of almost anything, and watching <PERSON> navigate new countries, new people, and learn about his strengths feels very encouraging to me.\n\nI've had people closest to me describe me as \"being afraid of living\" these past few years, and I don't think they were entirely wrong. Anxiety is a beast to overcome and I still have days were I can't quite best it, but buy and large I'm doing a lot better now. I'm learning\u2013just like <PERSON>\u2013that doing things you're afraid of usually teaches you something. I'm still learning a lot about myself generally, but I know I believe that life is beautiful. I know I want to see the world. I know I am in awe of the people in my life that make even the most mundane days sparkle. I hope I always do my best to express my love for others, foster love for myself, and remember I have agency over my own life.", "a1_authorID": "c64671fd-63a4-abc8-adc7-139044de2114", "a2_fullText": "Document 1: \nDo Automated Litter Boxes Work?\n\nWe've had a couple cats for years now and get tired of cleaning the litter box regularly. We heard about automated litter boxes where they detect when the cat is done doing its business and it cycles to separate the poop from the litter. Therefore, it's presenting relatively fresh litter to the cats each time it's used.\n\nFirst of all, do they work? Have you found any problems with them, such as cats being afraid to use them or the machine not separating the excrement or wet litter adequately.\n\nAlso, does it help with the smell? I hate to be one of those people who don't recognize how much their house smells because of their animals. Do the automated litter boxes cut down on the smell of used litter or does it make it worse?\n\nIf you know of a brand that's better than others (or one that's worse), please let me know, also.\n\nI'm ready to make the leap if they do the job adequately.\n\nDocument 2: \nHmmmm.... I Was in a Rush\n\nMy job was coming to an end, so I needed to find a new one. I had interviewed once with a company downtown and knew there would be a second interview with the accounting manager of the company.\n\nThey called me around noon and gave me a choice of meeting that afternoon or the next morning. Because I was eager to get the job, I chose to meet with the accounting manager that afternoon. Unfortunately, it was a casual dress day at the company I was at and I didn't have time to go home and change first.\n\nPerhaps I should have taken that into consideration when I scheduled the interview with the manager. I could tell as soon as I walked in that he thought I was dressed inappropriately. I told him it was a casual day at my current job and I hadn't had time to change, but apparently that wasn't good enough for him. He still acted like I didn't think he was important enough to dress appropriately for.\n\nI didn't get the job offer.\n\nSometimes, you learn lessons the hard way.\n\nDocument 3: \nDo Dogs Have to Leave Their Smell Behind?\n\nHello. We live in a condo with 36 units and most people use the elevator to get in and out of the building. There are probably a dozen dog owners in the building. (Thank goodness they're not noisy!) Is it common and reasonable for the elevator to smell like a dog for an hour or more after somebody takes their dog out for a walk?\n\nI've been to many people's houses and their dogs smell ok or at least seem reasonably clean. I have a fairly decent sense of smell but I don't think it's unusually sensitive. I just think at least one owner doesn't bathe their dog often enough! Perhaps they're so used to it that they don't notice, but I sure do.\n\nIs this reasonable, and if not, how can I tactfully raise the issue without starting a war with dog-owners? Perhaps I could post something in the elevator or bring it up at a quarterly condo HOA meeting, but both of those almost seem like making too big a deal over it.\n\nTo me, it's part of the job of a dog owner to make sure it stays clean and doesn't offend - or even interfere - with neighbors. It doesn't smell like dog poop or anything like that. It's more like an animal that's gone too long without a bath.\n\nMaybe I am making too big a deal out of it and should just let it go, but frankly, I'm tired of it.", "a2_authorID": "de5e331d-c97f-50fe-a228-d6669b2e7148", "authors_texts_as_html": "\n<!DOCTYPE html>\n<html lang=\"en\">\n<head>\n    <meta charset=\"UTF-8\">\n    <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\">\n    <title>Label Studio HTML</title>\n    <style>\n        .container {\n            overflow: auto;\n            border: solid 1px black;\n            padding: 10px;\n            margin: 0px 20px 5px 0px;\n        }\n        .flex-container {\n            display: flex;\n        }\n        .flex-item {\n            flex: 33%;\n            padding: 10px;\n            margin: 0px 20px 5px 0px;\n            border: solid 1px black;\n        }\n        h3 {\n            text-decoration: underline;\n        }\n    </style>\n</head>\n<body>\n    <div class=\"container\">\n        <h3>Mystery Author</h3>\n        <p id=\"query-text\">Document 1: \n<PERSON>, <DATE_TIME>, of <LOCATION>, <LOCATION>, lost his battle with childhood lymphoma on <DATE_TIME>, surrounded by his loving family.\n\nHe was born in <LOCATION> on <DATE_TIME>, son of <PERSON> and <PERSON> and brother to <PERSON>, <DATE_TIME>; <PERSON>, <DATE_TIME>; and <PERSON>, <DATE_TIME>.\n\n<PERSON> was a hardworking student at Walt Whitman Elementary School. He was an accomplished cello player and won music awards at city-wide competitions. He loved baseball and the family's pet dog, Maxie.\n\nHe was a member of St. Matthews Baptist Church and attended regularly.\n\nHe was survived by aunts, uncles, grandparents, cousins, and many friends.\n\nFriends may call at Barkley Funeral Home, 18 E. Washington Ave., <LOCATION>, on <DATE_TIME> from <DATE_TIME> <DATE_TIME>. A private service for cremation will be held <DATE_TIME>.\n\nMemorials may be made to the American Cancer Society and the Ronald McDonald House.\n\nDocument 2: \n<PERSON>, aged <DATE_TIME>, of <LOCATION>, <LOCATION> passed away in an auto accident on <DATE_TIME>.\n\nShe was born in <LOCATION> on <DATE_TIME>, a daughter of the late <PERSON> and <PERSON>.\n\n<PERSON> graduated from Andrew Jackson High School and attended Milwaukee Community College for <DATE_TIME>. She did secretarial work for <DATE_TIME> for the law firm of Baxter and Martinson. She was a member of St. Peter Presbyterian Church and volunteered for the Milwaukee Legal Aid Society.\n\nIn addition to her parents, she was predeceased by her brother <PERSON>. She is survived by brother <PERSON>, sister <PERSON>, and brother-in-law <PERSON>.\n\nFriends may call at Sylvester Funeral Home, 818 W. 45th St., <LOCATION> on <DATE_TIME> from <DATE_TIME> and are invited to attend a service there on <DATE_TIME> at <DATE_TIME>. Burial will follow in Forest Home Cemetery, with a celebration of life to follow.\n\nMemorials may be made to Milwaukee Legal Aid Society or St. Peter Presbyterian Church.</p>\n    </div>\n    \n    <div class=\"flex-container\">\n        <div class=\"flex-item\">\n            <h3>Author 1</h3>\n            <p id=\"a1-text\">Document 1: \nElemental\n\nDirector <PERSON> opened the film with promise. It felt like a strong origin tale for the characters. <PERSON>\u2019s dream was to open up his shop, and <PERSON>\u2019s dream was to take over the shop from her dad. This fell into generic territory right after, as the father/daughter storyline did not have an emotional connection carry the film. It became repetitive as <PERSON> tried to please her father and cross obstacles to save the store. Some moments should have been emotional because the story beats were there, but something was missing. Once <PERSON> (<PERSON>) entered the picture, the story between father and daughter was put on the back burner. There was no balance between the two, and it seemed that they wanted to focus more on the love story that carried the second half.\n\nclick here for my full review</p>\n        </div>\n        <div class=\"flex-item\">\n            <h3>Author 2</h3>\n            <p id=\"a2-text\">Document 1: \nThe Secret Life of Walter Mitty\n\n\"I haven't really been anywhere noteworthy or mentionable.\"\nLengthy thoughts incoming! The Secret Life of Walter Mitty is far from perfect, but it's still one of my favorite movies :) Took a break tonight from the onslaught of horror films I've been sprinting through to watch something that feels like sitting in a park on a warm breezy day. Also a weird evening to even pick up this movie, because I literally downloaded Hinge and then didn't open it because I got scared. So the whole eHarmony plot line with <PERSON> struggling to feel confidence in himself, his experiences, and life at large was really topical. Hinge is still sitting untouched on my phone, and unlike <PERSON> I don't have an office to go in and develop a work crush. Huge dilemma. Anyways...\n\nInside of me there are two wolves: a 23 year old female musician who lives in Brooklyn and a middle-aged white man who's worked at TIME Magazine for 16 years and doesn't think his life has gone the direction he hoped it would. I've undeniably done much more with my life than I could have ever anticipated, but I deeply relate to <PERSON> as a character and a lot of the feelings he navigates: the stagnation that occurs after a major loss of a loved one, the pause you put on any personal goals you have in order to tend to your loved ones emotionally and financially, and using maladaptive daydreaming to cope with all of it. All of that is a little too close to home currently! I do however feel like my life is starting to find its pacing. Over the last year I've been heavily trying to bring myself out of simply daydreaming. I'm trying to become more of a participant in my life rather than a spectator and desperately attempting to understand myself further beyond the confines of my obligations to others. I'm especially learning how to be brave and trust that I am capable of almost anything, and watching <PERSON> navigate new countries, new people, and learn about his strengths feels very encouraging to me.\n\nI've had people closest to me describe me as \"being afraid of living\" these past few years, and I don't think they were entirely wrong. Anxiety is a beast to overcome and I still have days were I can't quite best it, but buy and large I'm doing a lot better now. I'm learning\u2013just like <PERSON>\u2013that doing things you're afraid of usually teaches you something. I'm still learning a lot about myself generally, but I know I believe that life is beautiful. I know I want to see the world. I know I am in awe of the people in my life that make even the most mundane days sparkle. I hope I always do my best to express my love for others, foster love for myself, and remember I have agency over my own life.</p>\n        </div>\n        <div class=\"flex-item\">\n            <h3>Author 3</h3>\n            <p id=\"a3-text\">Document 1: \nDo Automated Litter Boxes Work?\n\nWe've had a couple cats for years now and get tired of cleaning the litter box regularly. We heard about automated litter boxes where they detect when the cat is done doing its business and it cycles to separate the poop from the litter. Therefore, it's presenting relatively fresh litter to the cats each time it's used.\n\nFirst of all, do they work? Have you found any problems with them, such as cats being afraid to use them or the machine not separating the excrement or wet litter adequately.\n\nAlso, does it help with the smell? I hate to be one of those people who don't recognize how much their house smells because of their animals. Do the automated litter boxes cut down on the smell of used litter or does it make it worse?\n\nIf you know of a brand that's better than others (or one that's worse), please let me know, also.\n\nI'm ready to make the leap if they do the job adequately.\n\nDocument 2: \nHmmmm.... I Was in a Rush\n\nMy job was coming to an end, so I needed to find a new one. I had interviewed once with a company downtown and knew there would be a second interview with the accounting manager of the company.\n\nThey called me around noon and gave me a choice of meeting that afternoon or the next morning. Because I was eager to get the job, I chose to meet with the accounting manager that afternoon. Unfortunately, it was a casual dress day at the company I was at and I didn't have time to go home and change first.\n\nPerhaps I should have taken that into consideration when I scheduled the interview with the manager. I could tell as soon as I walked in that he thought I was dressed inappropriately. I told him it was a casual day at my current job and I hadn't had time to change, but apparently that wasn't good enough for him. He still acted like I didn't think he was important enough to dress appropriately for.\n\nI didn't get the job offer.\n\nSometimes, you learn lessons the hard way.\n\nDocument 3: \nDo Dogs Have to Leave Their Smell Behind?\n\nHello. We live in a condo with 36 units and most people use the elevator to get in and out of the building. There are probably a dozen dog owners in the building. (Thank goodness they're not noisy!) Is it common and reasonable for the elevator to smell like a dog for an hour or more after somebody takes their dog out for a walk?\n\nI've been to many people's houses and their dogs smell ok or at least seem reasonably clean. I have a fairly decent sense of smell but I don't think it's unusually sensitive. I just think at least one owner doesn't bathe their dog often enough! Perhaps they're so used to it that they don't notice, but I sure do.\n\nIs this reasonable, and if not, how can I tactfully raise the issue without starting a war with dog-owners? Perhaps I could post something in the elevator or bring it up at a quarterly condo HOA meeting, but both of those almost seem like making too big a deal over it.\n\nTo me, it's part of the job of a dog owner to make sure it stays clean and doesn't offend - or even interfere - with neighbors. It doesn't smell like dog poop or anything like that. It's more like an animal that's gone too long without a bath.\n\nMaybe I am making too big a deal out of it and should just let it go, but frankly, I'm tired of it.</p>\n        </div>\n    </div>\n</body>\n</html>\n\n", "explanation": "\n<p><strong>The following is a selection of writing style descriptions that our system identified in the text. For each style, we show how much it applies to each of the authors (higher score == more applicability and lower score == less applicability). The lowest score is 0, and the highest is +1. According to this analysis, our AI model made the recommendation below</strong></p>\n<p><strong>Style 1:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is reflective, focusing on past occurrences and maintaining a contemplative tone. They often incorporate additional details to offer further context, utilizing a variety of part-of-speech bigrams to enhance the narrative flow.</em></span></p>\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.87</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.51</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.4</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.53</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n\n<p><strong>Style 2:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is skilled in using formal language and maintains a formal tone throughout their work. They also incorporate various part-of-speech and morphology features to enhance the writing style.</em></span></p>\n\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.87</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.45</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.36</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.48</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n<p><strong>Style 3:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author enhances sentence structure with additional elements, frequently includes extra details, and utilizes a variety of part-of-speech bigrams to create a dynamic writing style.</em></span></p>\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.56</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.65</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.72</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.46</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n\n", "gt_idx": 2, "source": "llm_tfidf_rep"}, {"Q_fullText": "Document 1: \nWe lost our dear <PERSON> on <DATE_TIME>. <PERSON> had bravely fought cancer for <DATE_TIME> and peacefully died <DATE_TIME> at <DATE_TIME> with her family by her side at Biggs Cancer Treatment Center in <LOCATION>, <LOCATION>. She only had <DATE_TIME> before her <DATE_TIME>.\n\n<PERSON> was born <DATE_TIME> in a little town called <LOCATION> in <LOCATION>. In that same little town she married her husband <PERSON>. They were high school sweethearts and their marriage is a great example of what a happy married life should be. In <DATE_TIME>, they had their first child <PERSON> and <DATE_TIME> that a girl named <PERSON> after <PERSON>'s mother. In <DATE_TIME> they moved to <LOCATION> where <PERSON> got a job as a chef in one of the best restaurants in <LOCATION>. <PERSON> was a housewife but whenever there was an important decision to make, all family members went to \"mama <PERSON>\" whose wisdom and patience were truly unique.\n\n<PERSON>, <PERSON> and <PERSON> had been a great support during <PERSON>'s fight against cancer and <DATE_TIME> before she passed, she had a chance to kiss and thank them.\n\nA celebration of life will be held at the Hoover Wall Hall, <LOCATION>, on <DATE_TIME>, at <DATE_TIME>.\n\nDocument 2: \n<PERSON>, a loving father and husband, and a great contributor to our little town's community died on <DATE_TIME> in <LOCATION>, <LOCATION>. He was <DATE_TIME>.\n\n<PERSON> was born in <LOCATION>, <LOCATION> on <DATE_TIME>. In <DATE_TIME>, he was adopted by American parents <PERSON> and <PERSON> who brought him to <LOCATION>.\n\n\"<PERSON>\" as his family and friends affectionally called him will always be remembered as the kindest man in town. You won't find a single resident who does not have a story that demonstrates <PERSON>'s extraordinary kindness. Being an owner of a bakery, he would never miss a chance to send delicious pastry as a gift to his friends and neighbors on <DATE_TIME> or any other special occasions. Every Saturday he would put out a stand with his delicious products and feed anyone who was passing by. He called it <DATE_TIME>\" and we will miss <DATE_TIME> so much.\n\nA public memorial service will be held on <DATE_TIME> at <DATE_TIME> at Rose Funeral House, 12232N Lakeside st. Page. In lieu of flowers, contributions may be made to the Smith Foster House Association.", "Q_authorID": "dfa7d505-10c2-54a7-bfd5-5e0b32e8711e", "latent_rank": [1, 0, 2], "system_rank": [{"id": 2, "title": "Author 2", "body": ""}, {"id": 1, "title": "Author 1", "body": ""}, {"id": 3, "title": "Author 3", "body": ""}], "rank_1": "1. Author 2", "rank_2": "2. Author 1", "rank_3": "3. 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table.\n\nanyway what\u2019s really concerning me is that at least 3 times a day, i\u2019ll come out to grab him so he stops meowing at my roommates door. he makes me follow him into the kitchen, and he sits and meows at our little pantry area\n\nhe is meowing like he wants food or something specific in that area, but his food and water are located in my room. i have no idea what it is, i don\u2019t know what to do and it\u2019s making me so sad that i can\u2019t understand him. what does he want??? this has been going on for weeks", "a0_authorID": "a5a1cfde-6e00-5a93-86ae-167f78aefd02", "a1_fullText": "Document 1: \nBikers to the rescue.\n\nI overslept and was running really late for the interview with the guys at one of the UNESCO branches in Paris. No way I could miss that opportunity as the alternative would be writing hundred of pages about some boring stuff.\n\nSo, here I am, nearly crying cause I am already very late, plus: it's a rush hour and the traffic is insane.\n\nOn the street near my house, there is a biker's bar that i usually pass by but never walk in. Why would I?\n\nSo, I run into this bar, look around trying to find the kindest looking face, approach the guy that looked like <PERSON> (kind enough) and quite emotionally explain that i need a ride. Of course, I said that I would pay for this unusual service.\n\nThe guy finished his drink and said \"<PERSON>\", which meant he agreed.\n\nI ran into the conference room where the interview was going to take place, eking out and with my hair all messed up. Not a good start! But when my future employers heard my story, they brightened up and from that moment the interview went on in a smooth and friendly atmosphere.\n\nThanks to the biker guy whose name i did not even ask, I got the job. I sincerely hope that he is doing well and will forever remember his kindness!\n\nDocument 2: \n12 OZ Cezve Ibrik Briki Stovetop Turkish Coffer Maker\n\nThere is nothing like the aroma and the taste of a good cup of coffee made in a Turkish pot. If you are familiar with this amazing experience and wish to make it a daily enjoyment routine, then our product is exactly what you are looking for. This is an authentic coffee pot, brought to you by the Turkish producers from the district in Istanbul, known for the best coffee in the whole country and even in Europe! It's made of copper and has a wooden handle. Size and Capacity: Height 3.35\" - Top Diameter 2.75\" - Bottom Diameter 3.95\" - Handle Length 7\" - Capacity 12 fl oz. Perfect for a company of four persons. Enjoy!\n\nDocument 3: \nSnoring dog.\n\nHi, guys!\n\nIt's been three weeks that my wife and I can't sleep: my dog started to snore so loudly that it feels like an earthquake! And we do not know what it is! We have not changed his nutrition. We took him to our vet and the latter said that there is no issues in his throat and airways. Mystery! But it does not make our life easier. We are planning to take him to another vet next week but do not expect much from that visit.\n\nIf you know what could be possible reasons for this terrible snoring, please let me know. We are desperate! And very-very tired!", "a1_authorID": "dfa7d505-10c2-54a7-bfd5-5e0b32e8711e", "a2_fullText": "Document 1: \nMy call centre job is awful\n\nEverything that could go wrong has\u2026. Unsupportive and rude supervisors. Overly critical moody and unkind coworkers. We have hot desks and so we can sit wherever we want and yet apparently I sat in someone else\u2019s seat today and she wasn\u2019t happy about it. It\u2019s such a small call centre I can\u2019t get away from these rude and unsupportive people.\n\nI\u2019m the newest one and yet supervisors never ask how I am or if I am enjoying the work or coping ok. They only write nasty negative emails to me without explaining what they mean or actually training me. I had arranged to meet with the boss yesterday but he didn\u2019t have time and then today when I asked him about the meeting he was extremely rude and made me feel awful for asking (this is my first time asking for a meeting with anyone). I wanted to explain how I feel isolated how no one is helping me, how my training was inadequate, how my co workers are unfriendly and rude (one in particular keeps harassing me and criticising me). Yet he responded in exactly the same way so I understand it\u2019s the environment here. They are nasty and just do not care.\n\nDisappointed as I tried so hard my first month here. My confidence has been shaken and it\u2019s truly awful. I can do the monotonous work well I think but the people are unhelpful unkind and so unsupportive. I trained people at my last job and I\u2019m shocked at the attitude of \u201csupervisors\u201d here.", "a2_authorID": "f23ecc91-e465-b962-403c-4f7b5f83a125", "authors_texts_as_html": "\n<!DOCTYPE html>\n<html lang=\"en\">\n<head>\n    <meta charset=\"UTF-8\">\n    <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\">\n    <title>Label Studio HTML</title>\n    <style>\n        .container {\n            overflow: auto;\n            border: solid 1px black;\n            padding: 10px;\n            margin: 0px 20px 5px 0px;\n        }\n        .flex-container {\n            display: flex;\n        }\n        .flex-item {\n            flex: 33%;\n            padding: 10px;\n            margin: 0px 20px 5px 0px;\n            border: solid 1px black;\n        }\n        h3 {\n            text-decoration: underline;\n        }\n    </style>\n</head>\n<body>\n    <div class=\"container\">\n        <h3>Mystery Author</h3>\n        <p id=\"query-text\">Document 1: \nWe lost our dear <PERSON> on <DATE_TIME>. <PERSON> had bravely fought cancer for <DATE_TIME> and peacefully died <DATE_TIME> at <DATE_TIME> with her family by her side at Biggs Cancer Treatment Center in <LOCATION>, <LOCATION>. She only had <DATE_TIME> before her <DATE_TIME>.\n\n<PERSON> was born <DATE_TIME> in a little town called <LOCATION> in <LOCATION>. In that same little town she married her husband <PERSON>. They were high school sweethearts and their marriage is a great example of what a happy married life should be. In <DATE_TIME>, they had their first child <PERSON> and <DATE_TIME> that a girl named <PERSON> after <PERSON>'s mother. In <DATE_TIME> they moved to <LOCATION> where <PERSON> got a job as a chef in one of the best restaurants in <LOCATION>. <PERSON> was a housewife but whenever there was an important decision to make, all family members went to \"mama <PERSON>\" whose wisdom and patience were truly unique.\n\n<PERSON>, <PERSON> and <PERSON> had been a great support during <PERSON>'s fight against cancer and <DATE_TIME> before she passed, she had a chance to kiss and thank them.\n\nA celebration of life will be held at the Hoover Wall Hall, <LOCATION>, on <DATE_TIME>, at <DATE_TIME>.\n\nDocument 2: \n<PERSON>, a loving father and husband, and a great contributor to our little town's community died on <DATE_TIME> in <LOCATION>, <LOCATION>. He was <DATE_TIME>.\n\n<PERSON> was born in <LOCATION>, <LOCATION> on <DATE_TIME>. In <DATE_TIME>, he was adopted by American parents <PERSON> and <PERSON> who brought him to <LOCATION>.\n\n\"<PERSON>\" as his family and friends affectionally called him will always be remembered as the kindest man in town. You won't find a single resident who does not have a story that demonstrates <PERSON>'s extraordinary kindness. Being an owner of a bakery, he would never miss a chance to send delicious pastry as a gift to his friends and neighbors on <DATE_TIME> or any other special occasions. Every Saturday he would put out a stand with his delicious products and feed anyone who was passing by. He called it <DATE_TIME>\" and we will miss <DATE_TIME> so much.\n\nA public memorial service will be held on <DATE_TIME> at <DATE_TIME> at Rose Funeral House, 12232N Lakeside st. Page. In lieu of flowers, contributions may be made to the Smith Foster House Association.</p>\n    </div>\n    \n    <div class=\"flex-container\">\n        <div class=\"flex-item\">\n            <h3>Author 1</h3>\n            <p id=\"a1-text\">Document 1: \nmy cat is in distress and i don\u2019t understand why\n\nmy cat has recently taken a liking to my roommate, when i try to pick him up & take him to my room he runs away, meows really loud, and makes me chase him around the coffee table.\n\nanyway what\u2019s really concerning me is that at least 3 times a day, i\u2019ll come out to grab him so he stops meowing at my roommates door. he makes me follow him into the kitchen, and he sits and meows at our little pantry area\n\nhe is meowing like he wants food or something specific in that area, but his food and water are located in my room. i have no idea what it is, i don\u2019t know what to do and it\u2019s making me so sad that i can\u2019t understand him. what does he want??? this has been going on for weeks</p>\n        </div>\n        <div class=\"flex-item\">\n            <h3>Author 2</h3>\n            <p id=\"a2-text\">Document 1: \nBikers to the rescue.\n\nI overslept and was running really late for the interview with the guys at one of the UNESCO branches in Paris. No way I could miss that opportunity as the alternative would be writing hundred of pages about some boring stuff.\n\nSo, here I am, nearly crying cause I am already very late, plus: it's a rush hour and the traffic is insane.\n\nOn the street near my house, there is a biker's bar that i usually pass by but never walk in. Why would I?\n\nSo, I run into this bar, look around trying to find the kindest looking face, approach the guy that looked like <PERSON> (kind enough) and quite emotionally explain that i need a ride. Of course, I said that I would pay for this unusual service.\n\nThe guy finished his drink and said \"<PERSON>\", which meant he agreed.\n\nI ran into the conference room where the interview was going to take place, eking out and with my hair all messed up. Not a good start! But when my future employers heard my story, they brightened up and from that moment the interview went on in a smooth and friendly atmosphere.\n\nThanks to the biker guy whose name i did not even ask, I got the job. I sincerely hope that he is doing well and will forever remember his kindness!\n\nDocument 2: \n12 OZ Cezve Ibrik Briki Stovetop Turkish Coffer Maker\n\nThere is nothing like the aroma and the taste of a good cup of coffee made in a Turkish pot. If you are familiar with this amazing experience and wish to make it a daily enjoyment routine, then our product is exactly what you are looking for. This is an authentic coffee pot, brought to you by the Turkish producers from the district in Istanbul, known for the best coffee in the whole country and even in Europe! It's made of copper and has a wooden handle. Size and Capacity: Height 3.35\" - Top Diameter 2.75\" - Bottom Diameter 3.95\" - Handle Length 7\" - Capacity 12 fl oz. Perfect for a company of four persons. Enjoy!\n\nDocument 3: \nSnoring dog.\n\nHi, guys!\n\nIt's been three weeks that my wife and I can't sleep: my dog started to snore so loudly that it feels like an earthquake! And we do not know what it is! We have not changed his nutrition. We took him to our vet and the latter said that there is no issues in his throat and airways. Mystery! But it does not make our life easier. We are planning to take him to another vet next week but do not expect much from that visit.\n\nIf you know what could be possible reasons for this terrible snoring, please let me know. We are desperate! And very-very tired!</p>\n        </div>\n        <div class=\"flex-item\">\n            <h3>Author 3</h3>\n            <p id=\"a3-text\">Document 1: \nMy call centre job is awful\n\nEverything that could go wrong has\u2026. Unsupportive and rude supervisors. Overly critical moody and unkind coworkers. We have hot desks and so we can sit wherever we want and yet apparently I sat in someone else\u2019s seat today and she wasn\u2019t happy about it. It\u2019s such a small call centre I can\u2019t get away from these rude and unsupportive people.\n\nI\u2019m the newest one and yet supervisors never ask how I am or if I am enjoying the work or coping ok. They only write nasty negative emails to me without explaining what they mean or actually training me. I had arranged to meet with the boss yesterday but he didn\u2019t have time and then today when I asked him about the meeting he was extremely rude and made me feel awful for asking (this is my first time asking for a meeting with anyone). I wanted to explain how I feel isolated how no one is helping me, how my training was inadequate, how my co workers are unfriendly and rude (one in particular keeps harassing me and criticising me). Yet he responded in exactly the same way so I understand it\u2019s the environment here. They are nasty and just do not care.\n\nDisappointed as I tried so hard my first month here. My confidence has been shaken and it\u2019s truly awful. I can do the monotonous work well I think but the people are unhelpful unkind and so unsupportive. I trained people at my last job and I\u2019m shocked at the attitude of \u201csupervisors\u201d here.</p>\n        </div>\n    </div>\n</body>\n</html>\n\n", "explanation": "\n<p><strong>The following is a selection of writing style descriptions that our system identified in the text. For each style, we show how much it applies to each of the authors (higher score == more applicability and lower score == less applicability). The lowest score is 0, and the highest is +1. According to this analysis, our AI model made the recommendation below</strong></p>\n<p><strong>Style 1:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is reflective, focusing on past occurrences and maintaining a contemplative tone. They often incorporate additional details to offer further context, utilizing a variety of part-of-speech bigrams to enhance the narrative flow.</em></span></p>\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.84</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.65</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.52</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.57</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n\n<p><strong>Style 2:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is skilled in using formal language and maintains a formal tone throughout their work. They also incorporate various part-of-speech and morphology features to enhance the writing style.</em></span></p>\n\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.78</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.64</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.47</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.38</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n<p><strong>Style 3:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is focused on objective reporting and maintains a formal and professional tone throughout their writing. They use various clause structures and incorporate proper nouns in their work, while also paying attention to singular number morphology and foreign words as prepositional modifiers.</em></span></p>\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.61</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.57</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.42</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.53</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n\n", "gt_idx": 1, "source": "llm_tfidf_rep"}, {"Q_fullText": "Document 1: \nAlthough it's hard for me to actually recommend the movie American History X to someone, I do it anyway because I got some lessons out of it and have looked back on that movie many times over the years. It gave me a new understanding of the \"gang\" type mentality and how serious it is and how real it is when you grow up with it. The move stars <PERSON>, who I love! He receives a prison sentence for killing 2 black men and the movie is about how his views change once he's summoned to work with a black man while in prison. The movie follows their friendship, his release from prison and his effort to save his younger brother from going down the same road he is. It's hard to watch but worth your time!\n\nDocument 2: \nLaw and Order - Special Victims Unit is my favorite network TV show. I've been watching it for about 20 years. It's not something I watch before bed but definately something I watch if I have free time on the weekend and I usually end up watching several episodes of at once. It's about the sex crimes / child abouse unit of officers in New York and all the crimes they come up against every day. It really let's you get to know all the regular characters in the show so in addition to the crimes they are trying to solve, you are also interested in them individually. It's always a great storyline and always incorporates strories about real life stuff going on in the world today which I appreciate.", "Q_authorID": "6c643733-23e7-520d-a5ad-4db4aeb918d0", "latent_rank": [0, 1, 2], "system_rank": [{"id": 1, "title": "Author 1", "body": ""}, {"id": 2, "title": "Author 2", "body": ""}, {"id": 3, "title": "Author 3", "body": ""}], "rank_1": "1. Author 1", "rank_2": "2. Author 2", "rank_3": "3. 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North Florida. <PERSON> got his Masters degree in Business Management and started his own real estate business soon after. <PERSON> soon took the <LOCATION> area by storm, selling houses faster than he could list them. <PERSON> met his wife <PERSON> during a showing, he was the original realtor for the house and <PERSON> had to contact him in order to show her clients the house. A love blossomed between the two and soon enough they were a real estate dynamic duo; The couple start their own Real estate agency, earning the award of real estate agency of <DATE_TIME> in <DATE_TIME>. Soon after their monumental success <PERSON> and <PERSON> decided to retire in <LOCATION> a quant spot in <LOCATION>; to enjoy the rest of their time together at their beloved <LOCATION> coast.\n\n<PERSON> admired how driven and passionate her late husband was not only at his job but towards their relationship. They never had kids because they loved their life the way it was, and enjoyed the freedom of putting as much blood, sweat, and tears into their business. <PERSON> knew <PERSON> was her soulmate from <DATE_TIME>, she fell in love with his ability to keep a conversation and make the person feel so special. As much as <PERSON> loved his business, he loved his wife more and that always shined through his actions.\n\nReal estate agents from the agency express their deepest condolences to <PERSON>, as they will miss <PERSON> dearly as well. Employees say <PERSON> always had a smile on his face and always knew how to talk to people no matter the situation. <PERSON> inspired every employee and they truly feel as though it was an honor to shadow under him.\n\nIn honor of <PERSON>, a funeral mass at Saint John's Baptist Church, 345 Seashell Circle <LOCATION>, <LOCATION> 34876 on <DATE_TIME> at 4PM. Internment will follow at the Beachside Memorial Park, 3975 Sandy Dunes Street, <LOCATION>, <LOCATION> 34870.", "a0_authorID": "3353a8da-edac-5584-bcac-c8607954d040", "a1_fullText": "Document 1: \nAs Mrs. <PERSON> passed away peacefully in her sleep at her home of <DATE_TIME> on <DATE_TIME>, she was surrounded by her 6 adult sons, 4 adult daughters and 14 grandkids. Mrs. <PERSON> was born and raised in the same house that she also married and raised her family. She was a homemaker for her entire adult life and her family was her greatest joy.\n\nMrs. <PERSON> lost her husband of <DATE_TIME> <DATE_TIME> and it was always her families hope that they would not remain here without the other for very long. They were a beautiful couple who cherished each other every day for <DATE_TIME> and brought smiles and joy to everyone around them.\n\nDonations in her name can be made to the California Heart Association of <LOCATION>, <LOCATION> where she lived her entire life. Instead of cards and flowers please make donations in her name", "a1_authorID": "6c643733-23e7-520d-a5ad-4db4aeb918d0", "a2_fullText": "Document 1: \nThe Terminator\n\n<PERSON> going back to the future to report to <PERSON> like, \u201cI\u2019m so sorry bro but I fucked your mom and became your dad. \ud83d\ude14\u201d\n\nLoses a lot of momentum in its cutaways to The Future / the quiet scenes with <PERSON> and <PERSON>\u2014 I like it better when it\u2019s in cat-and-mouse chase mode across LA\u2014 but this is less an action movie than it is The Action Movie. T2 rules but I love how elemental this one is. Lighter on dialogue, lighter on plot, just like a well-oiled machine(!) of robot gore and car chases", "a2_authorID": "eed4b6a5-ef18-9777-31af-f81f2417c65c", "authors_texts_as_html": "\n<!DOCTYPE html>\n<html lang=\"en\">\n<head>\n    <meta charset=\"UTF-8\">\n    <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\">\n    <title>Label Studio HTML</title>\n    <style>\n        .container {\n            overflow: auto;\n            border: solid 1px black;\n            padding: 10px;\n            margin: 0px 20px 5px 0px;\n        }\n        .flex-container {\n            display: flex;\n        }\n        .flex-item {\n            flex: 33%;\n            padding: 10px;\n            margin: 0px 20px 5px 0px;\n            border: solid 1px black;\n        }\n        h3 {\n            text-decoration: underline;\n        }\n    </style>\n</head>\n<body>\n    <div class=\"container\">\n        <h3>Mystery Author</h3>\n        <p id=\"query-text\">Document 1: \nAlthough it's hard for me to actually recommend the movie American History X to someone, I do it anyway because I got some lessons out of it and have looked back on that movie many times over the years. It gave me a new understanding of the \"gang\" type mentality and how serious it is and how real it is when you grow up with it. The move stars <PERSON>, who I love! He receives a prison sentence for killing 2 black men and the movie is about how his views change once he's summoned to work with a black man while in prison. The movie follows their friendship, his release from prison and his effort to save his younger brother from going down the same road he is. It's hard to watch but worth your time!\n\nDocument 2: \nLaw and Order - Special Victims Unit is my favorite network TV show. I've been watching it for about 20 years. It's not something I watch before bed but definately something I watch if I have free time on the weekend and I usually end up watching several episodes of at once. It's about the sex crimes / child abouse unit of officers in New York and all the crimes they come up against every day. It really let's you get to know all the regular characters in the show so in addition to the crimes they are trying to solve, you are also interested in them individually. It's always a great storyline and always incorporates strories about real life stuff going on in the world today which I appreciate.</p>\n    </div>\n    \n    <div class=\"flex-container\">\n        <div class=\"flex-item\">\n            <h3>Author 1</h3>\n            <p id=\"a1-text\">Document 1: \n<PERSON>, <DATE_TIME>, of <LOCATION>, <LOCATION> passed away <DATE_TIME>.\n\n<PERSON> was born in <LOCATION>, preceded by his Mother, <PERSON> and his Father, <PERSON>.\n\nHe is survived by his Wife, <PERSON> and his extended family.\n\n<PERSON> was born and raised in <LOCATION> with his parents, attending The University of North Florida. <PERSON> got his Masters degree in Business Management and started his own real estate business soon after. <PERSON> soon took the <LOCATION> area by storm, selling houses faster than he could list them. <PERSON> met his wife <PERSON> during a showing, he was the original realtor for the house and <PERSON> had to contact him in order to show her clients the house. A love blossomed between the two and soon enough they were a real estate dynamic duo; The couple start their own Real estate agency, earning the award of real estate agency of <DATE_TIME> in <DATE_TIME>. Soon after their monumental success <PERSON> and <PERSON> decided to retire in <LOCATION> a quant spot in <LOCATION>; to enjoy the rest of their time together at their beloved <LOCATION> coast.\n\n<PERSON> admired how driven and passionate her late husband was not only at his job but towards their relationship. They never had kids because they loved their life the way it was, and enjoyed the freedom of putting as much blood, sweat, and tears into their business. <PERSON> knew <PERSON> was her soulmate from <DATE_TIME>, she fell in love with his ability to keep a conversation and make the person feel so special. As much as <PERSON> loved his business, he loved his wife more and that always shined through his actions.\n\nReal estate agents from the agency express their deepest condolences to <PERSON>, as they will miss <PERSON> dearly as well. Employees say <PERSON> always had a smile on his face and always knew how to talk to people no matter the situation. <PERSON> inspired every employee and they truly feel as though it was an honor to shadow under him.\n\nIn honor of <PERSON>, a funeral mass at Saint John's Baptist Church, 345 Seashell Circle <LOCATION>, <LOCATION> 34876 on <DATE_TIME> at 4PM. Internment will follow at the Beachside Memorial Park, 3975 Sandy Dunes Street, <LOCATION>, <LOCATION> 34870.</p>\n        </div>\n        <div class=\"flex-item\">\n            <h3>Author 2</h3>\n            <p id=\"a2-text\">Document 1: \nAs Mrs. <PERSON> passed away peacefully in her sleep at her home of <DATE_TIME> on <DATE_TIME>, she was surrounded by her 6 adult sons, 4 adult daughters and 14 grandkids. Mrs. <PERSON> was born and raised in the same house that she also married and raised her family. She was a homemaker for her entire adult life and her family was her greatest joy.\n\nMrs. <PERSON> lost her husband of <DATE_TIME> <DATE_TIME> and it was always her families hope that they would not remain here without the other for very long. They were a beautiful couple who cherished each other every day for <DATE_TIME> and brought smiles and joy to everyone around them.\n\nDonations in her name can be made to the California Heart Association of <LOCATION>, <LOCATION> where she lived her entire life. Instead of cards and flowers please make donations in her name</p>\n        </div>\n        <div class=\"flex-item\">\n            <h3>Author 3</h3>\n            <p id=\"a3-text\">Document 1: \nThe Terminator\n\n<PERSON> going back to the future to report to <PERSON> like, \u201cI\u2019m so sorry bro but I fucked your mom and became your dad. \ud83d\ude14\u201d\n\nLoses a lot of momentum in its cutaways to The Future / the quiet scenes with <PERSON> and <PERSON>\u2014 I like it better when it\u2019s in cat-and-mouse chase mode across LA\u2014 but this is less an action movie than it is The Action Movie. T2 rules but I love how elemental this one is. Lighter on dialogue, lighter on plot, just like a well-oiled machine(!) of robot gore and car chases</p>\n        </div>\n    </div>\n</body>\n</html>\n\n", "explanation": "\n<p><strong>The following is a selection of writing style descriptions that our system identified in the text. For each style, we show how much it applies to each of the authors (higher score == more applicability and lower score == less applicability). The lowest score is 0, and the highest is +1. According to this analysis, our AI model made the recommendation below</strong></p>\n<p><strong>Style 1:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is reflective, focusing on past occurrences and maintaining a contemplative tone. They often incorporate additional details to offer further context, utilizing a variety of part-of-speech bigrams to enhance the narrative flow.</em></span></p>\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.49</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.76</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.73</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.42</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n\n<p><strong>Style 2:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is skilled in using formal language and maintains a formal tone throughout their work. They also incorporate various part-of-speech and morphology features to enhance the writing style.</em></span></p>\n\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.41</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.71</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.64</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.36</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n<p><strong>Style 3:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is expecting readers to have a basic understanding of related topics and uses a formal tone with technical language. Additionally, the author engages the reader with a friendly approach and provides helpful guidance, creating a welcoming and informative writing style.</em></span></p>\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.48</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.58</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.54</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.28</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n\n", "gt_idx": 1, "source": "llm_tfidf_rep"}, {"Q_fullText": "Document 1: \nYou totally must watch Atlanta. The show has been off the air for two years but I still think about it constantly. It's almost like the four lead characters from the show are living, breathing people that are still out there somewhere and I care about them. The show begins as a fairly straightforward dramedy but then lifts off in so many different directions. How many other shows can you really say are bitingly smart but also hilarious? This is my absolute favorite show of all time and I re-watch the entire series every few months, it's simply that good.\n\nDocument 2: \nReacher is binge-worthy junk food television at its finest. A throwback to 80s and 90s action characters, Reacher is the toughest of the tough and spares no one who gets in the way of justice. I stayed up way past my bedtime three nights in a row lapping this show up and when I was done raved about it to my wife who was intrigued and I sat down and watched the whole thing again with her. And despite being junk food, the show never feels \"dumb.\" The action is riveting, the acting stellar, and the dialogue cracking. And the mystery at the heart of the first season will keep you guessing until the end. This is a perfect show to watch after a long day of work. You won't have to think too hard but you'll love it.", "Q_authorID": "00f988f5-3606-5946-9380-c82e18c1bd08", "latent_rank": [0, 1, 2], "system_rank": [{"id": 1, "title": "Author 1", "body": ""}, {"id": 2, "title": "Author 2", "body": ""}, {"id": 3, "title": "Author 3", "body": ""}], "rank_1": "1. Author 1", "rank_2": "2. Author 2", "rank_3": "3. 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0.5064947449357249, 0.38009219496654567, 0.38879083411416165, 0.3982939947594927, 0.2536163580704768, 0.43619934423376655, 0.5452479315568357, 0.29180829099541994, 0.35332541522924366, 0.3689236438465183, 0.3024338942814809]], "rep_clusters": [11, 5, 21], "a0_fullText": "Document 1: \nKeep-Wow Reusable Paper Towels - paper towels with a lifespan 500% longer than standard paper towels\n\nNo more piles of dirty paper towels. No longer are paper towels single use. Keep-Wow paper towels feature a patented material that allow for multiple uses. Rinse, wring out, and repeat. Gone are the wasteful days of wiping up with a single-use paper towel and then tossing it in the trash. Keep-Wows offer a sustainable solution to cleaning that lend the convenience of traditional paper towels but the environmental friendliness of repeat-use cloth kitchen towels. Warning: Avoid contact with eyes and mouth. Latex gloves when using product are recommended.\n\nDocument 2: \nSolutions for escape artist turtle\n\nMy 1 year old male painted turtle <PERSON> has proved to be a veritable escape artist from his cage. We have a very well made aquarium with a magnetic lid. The setup has allowed us to easily feed and clean <PERSON>'s habitat, but he escapes constantly. Even when he has very little to stand on (the terrarium is 2.5 feet tall) he has still managed to crawl out. Luckily, he has never made it outside our family room where he's stationed, but it is still concerning. We don't want him to live in a barren tank, but we're considering scaling back on what's inside the tank that may be assisting in his escapes. What are we doing wrong? How can we keep him in the tank?\n\nDocument 3: \n<PERSON> passed away on <DATE_TIME>, after drowning tragically in <LOCATION> during a whitewater rafting trip.\n\n<PERSON> was born in <LOCATION>, <LOCATION> in <DATE_TIME> to <PERSON> and <PERSON>. <PERSON> was a star athlete who could seemingly excel at any sport she tried, but her love was track and field and at Richmond Catholic High School she was a 10k state champion before earning a full scholarship to the University of Virginia. It was here that <PERSON> majored in elementary education and graduated with highest honors before embarking on a career as a 4th grade science teacher.\n\n<PERSON> was a beloved teacher at Barclay Elementary and was twice voted Teacher of <DATE_TIME>. She thought of her students as her children and enjoyed keeping in touch with them after they left her classroom.\n\n<PERSON> is survived by her parents, her partner <PERSON>, and two Boston terriers, Peep and Sugar.\n\nA memorial service will be held at Long Branch Funeral Home on <DATE_TIME> <DATE_TIME>, <DATE_TIME>, followed by a reception.", "a0_authorID": "00f988f5-3606-5946-9380-c82e18c1bd08", "a1_fullText": "Document 1: \nmy cat is in distress and i don\u2019t understand why\n\nmy cat has recently taken a liking to my roommate, when i try to pick him up & take him to my room he runs away, meows really loud, and makes me chase him around the coffee table.\n\nanyway what\u2019s really concerning me is that at least 3 times a day, i\u2019ll come out to grab him so he stops meowing at my roommates door. he makes me follow him into the kitchen, and he sits and meows at our little pantry area\n\nhe is meowing like he wants food or something specific in that area, but his food and water are located in my room. i have no idea what it is, i don\u2019t know what to do and it\u2019s making me so sad that i can\u2019t understand him. what does he want??? this has been going on for weeks", "a1_authorID": "a5a1cfde-6e00-5a93-86ae-167f78aefd02", "a2_fullText": "Document 1: \nMy call centre job is awful\n\nEverything that could go wrong has\u2026. Unsupportive and rude supervisors. Overly critical moody and unkind coworkers. We have hot desks and so we can sit wherever we want and yet apparently I sat in someone else\u2019s seat today and she wasn\u2019t happy about it. It\u2019s such a small call centre I can\u2019t get away from these rude and unsupportive people.\n\nI\u2019m the newest one and yet supervisors never ask how I am or if I am enjoying the work or coping ok. They only write nasty negative emails to me without explaining what they mean or actually training me. I had arranged to meet with the boss yesterday but he didn\u2019t have time and then today when I asked him about the meeting he was extremely rude and made me feel awful for asking (this is my first time asking for a meeting with anyone). I wanted to explain how I feel isolated how no one is helping me, how my training was inadequate, how my co workers are unfriendly and rude (one in particular keeps harassing me and criticising me). Yet he responded in exactly the same way so I understand it\u2019s the environment here. They are nasty and just do not care.\n\nDisappointed as I tried so hard my first month here. My confidence has been shaken and it\u2019s truly awful. I can do the monotonous work well I think but the people are unhelpful unkind and so unsupportive. I trained people at my last job and I\u2019m shocked at the attitude of \u201csupervisors\u201d here.", "a2_authorID": "f23ecc91-e465-b962-403c-4f7b5f83a125", "authors_texts_as_html": "\n<!DOCTYPE html>\n<html lang=\"en\">\n<head>\n    <meta charset=\"UTF-8\">\n    <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\">\n    <title>Label Studio HTML</title>\n    <style>\n        .container {\n            overflow: auto;\n            border: solid 1px black;\n            padding: 10px;\n            margin: 0px 20px 5px 0px;\n        }\n        .flex-container {\n            display: flex;\n        }\n        .flex-item {\n            flex: 33%;\n            padding: 10px;\n            margin: 0px 20px 5px 0px;\n            border: solid 1px black;\n        }\n        h3 {\n            text-decoration: underline;\n        }\n    </style>\n</head>\n<body>\n    <div class=\"container\">\n        <h3>Mystery Author</h3>\n        <p id=\"query-text\">Document 1: \nYou totally must watch Atlanta. The show has been off the air for two years but I still think about it constantly. It's almost like the four lead characters from the show are living, breathing people that are still out there somewhere and I care about them. The show begins as a fairly straightforward dramedy but then lifts off in so many different directions. How many other shows can you really say are bitingly smart but also hilarious? This is my absolute favorite show of all time and I re-watch the entire series every few months, it's simply that good.\n\nDocument 2: \nReacher is binge-worthy junk food television at its finest. A throwback to 80s and 90s action characters, Reacher is the toughest of the tough and spares no one who gets in the way of justice. I stayed up way past my bedtime three nights in a row lapping this show up and when I was done raved about it to my wife who was intrigued and I sat down and watched the whole thing again with her. And despite being junk food, the show never feels \"dumb.\" The action is riveting, the acting stellar, and the dialogue cracking. And the mystery at the heart of the first season will keep you guessing until the end. This is a perfect show to watch after a long day of work. You won't have to think too hard but you'll love it.</p>\n    </div>\n    \n    <div class=\"flex-container\">\n        <div class=\"flex-item\">\n            <h3>Author 1</h3>\n            <p id=\"a1-text\">Document 1: \nKeep-Wow Reusable Paper Towels - paper towels with a lifespan 500% longer than standard paper towels\n\nNo more piles of dirty paper towels. No longer are paper towels single use. Keep-Wow paper towels feature a patented material that allow for multiple uses. Rinse, wring out, and repeat. Gone are the wasteful days of wiping up with a single-use paper towel and then tossing it in the trash. Keep-Wows offer a sustainable solution to cleaning that lend the convenience of traditional paper towels but the environmental friendliness of repeat-use cloth kitchen towels. Warning: Avoid contact with eyes and mouth. Latex gloves when using product are recommended.\n\nDocument 2: \nSolutions for escape artist turtle\n\nMy 1 year old male painted turtle <PERSON> has proved to be a veritable escape artist from his cage. We have a very well made aquarium with a magnetic lid. The setup has allowed us to easily feed and clean <PERSON>'s habitat, but he escapes constantly. Even when he has very little to stand on (the terrarium is 2.5 feet tall) he has still managed to crawl out. Luckily, he has never made it outside our family room where he's stationed, but it is still concerning. We don't want him to live in a barren tank, but we're considering scaling back on what's inside the tank that may be assisting in his escapes. What are we doing wrong? How can we keep him in the tank?\n\nDocument 3: \n<PERSON> passed away on <DATE_TIME>, after drowning tragically in <LOCATION> during a whitewater rafting trip.\n\n<PERSON> was born in <LOCATION>, <LOCATION> in <DATE_TIME> to <PERSON> and <PERSON>. <PERSON> was a star athlete who could seemingly excel at any sport she tried, but her love was track and field and at Richmond Catholic High School she was a 10k state champion before earning a full scholarship to the University of Virginia. It was here that <PERSON> majored in elementary education and graduated with highest honors before embarking on a career as a 4th grade science teacher.\n\n<PERSON> was a beloved teacher at Barclay Elementary and was twice voted Teacher of <DATE_TIME>. She thought of her students as her children and enjoyed keeping in touch with them after they left her classroom.\n\n<PERSON> is survived by her parents, her partner <PERSON>, and two Boston terriers, Peep and Sugar.\n\nA memorial service will be held at Long Branch Funeral Home on <DATE_TIME> <DATE_TIME>, <DATE_TIME>, followed by a reception.</p>\n        </div>\n        <div class=\"flex-item\">\n            <h3>Author 2</h3>\n            <p id=\"a2-text\">Document 1: \nmy cat is in distress and i don\u2019t understand why\n\nmy cat has recently taken a liking to my roommate, when i try to pick him up & take him to my room he runs away, meows really loud, and makes me chase him around the coffee table.\n\nanyway what\u2019s really concerning me is that at least 3 times a day, i\u2019ll come out to grab him so he stops meowing at my roommates door. he makes me follow him into the kitchen, and he sits and meows at our little pantry area\n\nhe is meowing like he wants food or something specific in that area, but his food and water are located in my room. i have no idea what it is, i don\u2019t know what to do and it\u2019s making me so sad that i can\u2019t understand him. what does he want??? this has been going on for weeks</p>\n        </div>\n        <div class=\"flex-item\">\n            <h3>Author 3</h3>\n            <p id=\"a3-text\">Document 1: \nMy call centre job is awful\n\nEverything that could go wrong has\u2026. Unsupportive and rude supervisors. Overly critical moody and unkind coworkers. We have hot desks and so we can sit wherever we want and yet apparently I sat in someone else\u2019s seat today and she wasn\u2019t happy about it. It\u2019s such a small call centre I can\u2019t get away from these rude and unsupportive people.\n\nI\u2019m the newest one and yet supervisors never ask how I am or if I am enjoying the work or coping ok. They only write nasty negative emails to me without explaining what they mean or actually training me. I had arranged to meet with the boss yesterday but he didn\u2019t have time and then today when I asked him about the meeting he was extremely rude and made me feel awful for asking (this is my first time asking for a meeting with anyone). I wanted to explain how I feel isolated how no one is helping me, how my training was inadequate, how my co workers are unfriendly and rude (one in particular keeps harassing me and criticising me). Yet he responded in exactly the same way so I understand it\u2019s the environment here. They are nasty and just do not care.\n\nDisappointed as I tried so hard my first month here. My confidence has been shaken and it\u2019s truly awful. I can do the monotonous work well I think but the people are unhelpful unkind and so unsupportive. I trained people at my last job and I\u2019m shocked at the attitude of \u201csupervisors\u201d here.</p>\n        </div>\n    </div>\n</body>\n</html>\n\n", "explanation": "\n<p><strong>The following is a selection of writing style descriptions that our system identified in the text. For each style, we show how much it applies to each of the authors (higher score == more applicability and lower score == less applicability). The lowest score is 0, and the highest is +1. According to this analysis, our AI model made the recommendation below</strong></p>\n<p><strong>Style 1:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is skilled in using formal language and maintains a formal tone throughout their work. They also incorporate various part-of-speech and morphology features to enhance the writing style.</em></span></p>\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.43</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.68</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.64</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.38</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n\n<p><strong>Style 2:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is reflective, focusing on past occurrences and maintaining a contemplative tone. They often incorporate additional details to offer further context, utilizing a variety of part-of-speech bigrams to enhance the narrative flow.</em></span></p>\n\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.39</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.69</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.65</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.57</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n<p><strong>Style 3:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is known for favoring formal language and using polite and professional communication style. They frequently include extra details and create a connection with the reader through direct engagement in their work. Additionally, the author uses clear language and pronouns followed by adpositions in their writing.</em></span></p>\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.53</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.5</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.47</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.33</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n\n", "gt_idx": 0, "source": "llm_tfidf_rep"}, {"Q_fullText": "Document 1: \nUnlike many cutthroat American reality TV shoes, the Great British Bake Off is a cozy, kind, and quaint amateur baker reality show set in the United Kingdom. There are many reasons to give this show a chance: the endearing backstories of each contestant, the contestants' cooperation in crisis, and the quirky hosts. You could also watch simply to salivate over the delicious baked goods, which vary from simple, classic recipes to jaw-dropping showstoppers. To make the show even more charming, the amateur bakers compete in a pastel decorated tent on a farm, complete with sheep and ducks. Who knows -- you may even come away inspired to try your hand at French macarons for the first time!\n\nDocument 2: \nNetflix's TV series The Crown follows the British royal family, beginning shortly before young Queen <PERSON> takes the throne. You will likely watch this show with your phone in hand, constantly googling \"did X really happen?\" This historical drama somehow sucks you into the plot and has you knee deep in Wikipedia at the same time. In addition to the absorbing plot and surprising details about the royal family, another reason to watch this show is the performances. The Crown has won multiple Emmys and Golden Globes and has an incredible cast. Brush up on your British history while entertaining yourself with gorgeous costuming, impressive acting performances, and some serious gossip.\n\nDocument 3: \nWhen it comes to survivalist reality TV shows, History Channel's Alone far outstrips the rest in believability. You can forget the cheesy hosts, gimmicky made-up challenges, and scripted drama of other survivalist shows. On Alone, contestants are dropped off in the wilderness (typically a remote area of Canada) with some camera training, a couple go-pros, a tripod camera, and ten primitive survival items like a tarp, flint, a knife, etc. The contestants are placed miles away from each other and spend their time there really and truly alone. What the show lacks in beautiful camera work, it makes up for in credibility and the real-world high stakes of trying to create shelter, find food, and stay warm in the brutal Canada winters. Enjoy watching ten survivalists tough it from the comfort of your couch; there is a certain satisfaction that comes from critiquing contestant's shelter building or hunting skills while you cozy up on the couch with your dessert. If you are a fan of survival reality shows, give Alone a chance and it will blow you away!", "Q_authorID": "ed60771f-460b-57f8-bcdc-76abae8ae3a9", "latent_rank": [1, 2, 0], "system_rank": [{"id": 2, "title": "Author 2", "body": ""}, {"id": 3, "title": "Author 3", "body": ""}, {"id": 1, "title": "Author 1", "body": ""}], "rank_1": "1. Author 2", "rank_2": "2. Author 3", "rank_3": "3. 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by his Wife, <PERSON> and his extended family.\n\n<PERSON> was born and raised in <LOCATION> with his parents, attending The University of North Florida. <PERSON> got his Masters degree in Business Management and started his own real estate business soon after. <PERSON> soon took the <LOCATION> area by storm, selling houses faster than he could list them. <PERSON> met his wife <PERSON> during a showing, he was the original realtor for the house and <PERSON> had to contact him in order to show her clients the house. A love blossomed between the two and soon enough they were a real estate dynamic duo; The couple start their own Real estate agency, earning the award of real estate agency of <DATE_TIME> in <DATE_TIME>. Soon after their monumental success <PERSON> and <PERSON> decided to retire in <LOCATION> a quant spot in <LOCATION>; to enjoy the rest of their time together at their beloved <LOCATION> coast.\n\n<PERSON> admired how driven and passionate her late husband was not only at his job but towards their relationship. They never had kids because they loved their life the way it was, and enjoyed the freedom of putting as much blood, sweat, and tears into their business. <PERSON> knew <PERSON> was her soulmate from <DATE_TIME>, she fell in love with his ability to keep a conversation and make the person feel so special. As much as <PERSON> loved his business, he loved his wife more and that always shined through his actions.\n\nReal estate agents from the agency express their deepest condolences to <PERSON>, as they will miss <PERSON> dearly as well. Employees say <PERSON> always had a smile on his face and always knew how to talk to people no matter the situation. <PERSON> inspired every employee and they truly feel as though it was an honor to shadow under him.\n\nIn honor of <PERSON>, a funeral mass at Saint John's Baptist Church, 345 Seashell Circle <LOCATION>, <LOCATION> 34876 on <DATE_TIME> at 4PM. Internment will follow at the Beachside Memorial Park, 3975 Sandy Dunes Street, <LOCATION>, <LOCATION> 34870.", "a0_authorID": "3353a8da-edac-5584-bcac-c8607954d040", "a1_fullText": "Document 1: \nEnd of life vet bills\n\nI know this topic can be intensely personal, but I'm curious to know what factors went into others' decision making around the expenses for end-of-life pet care. We have a dear cat who unexpectedly got cancer at only 7 years old and is in a lot of discomfort. We paid for all the diagnostics and x-rays to determine the extent of the cancer, which was $2,000 (already more than we really can afford for a pet). The cancer is widespread and his chances of survival after surgery are low, so we made the decision to put our sweet cat down. Is there any way to handle this without breaking the bank or wallowing in guilt? We really didn't have the money to spend on all the cancer diagnosis and x-rays, but would have felt terrible putting him down without giving him a fighting chance first. How have you handled this?", "a1_authorID": "ed60771f-460b-57f8-bcdc-76abae8ae3a9", "a2_fullText": "Document 1: \nThe Terminator\n\n<PERSON> going back to the future to report to <PERSON> like, \u201cI\u2019m so sorry bro but I fucked your mom and became your dad. \ud83d\ude14\u201d\n\nLoses a lot of momentum in its cutaways to The Future / the quiet scenes with <PERSON> and <PERSON>\u2014 I like it better when it\u2019s in cat-and-mouse chase mode across LA\u2014 but this is less an action movie than it is The Action Movie. T2 rules but I love how elemental this one is. Lighter on dialogue, lighter on plot, just like a well-oiled machine(!) of robot gore and car chases", "a2_authorID": "eed4b6a5-ef18-9777-31af-f81f2417c65c", "authors_texts_as_html": "\n<!DOCTYPE html>\n<html lang=\"en\">\n<head>\n    <meta charset=\"UTF-8\">\n    <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\">\n    <title>Label Studio HTML</title>\n    <style>\n        .container {\n            overflow: auto;\n            border: solid 1px black;\n            padding: 10px;\n            margin: 0px 20px 5px 0px;\n        }\n        .flex-container {\n            display: flex;\n        }\n        .flex-item {\n            flex: 33%;\n            padding: 10px;\n            margin: 0px 20px 5px 0px;\n            border: solid 1px black;\n        }\n        h3 {\n            text-decoration: underline;\n        }\n    </style>\n</head>\n<body>\n    <div class=\"container\">\n        <h3>Mystery Author</h3>\n        <p id=\"query-text\">Document 1: \nUnlike many cutthroat American reality TV shoes, the Great British Bake Off is a cozy, kind, and quaint amateur baker reality show set in the United Kingdom. There are many reasons to give this show a chance: the endearing backstories of each contestant, the contestants' cooperation in crisis, and the quirky hosts. You could also watch simply to salivate over the delicious baked goods, which vary from simple, classic recipes to jaw-dropping showstoppers. To make the show even more charming, the amateur bakers compete in a pastel decorated tent on a farm, complete with sheep and ducks. Who knows -- you may even come away inspired to try your hand at French macarons for the first time!\n\nDocument 2: \nNetflix's TV series The Crown follows the British royal family, beginning shortly before young Queen <PERSON> takes the throne. You will likely watch this show with your phone in hand, constantly googling \"did X really happen?\" This historical drama somehow sucks you into the plot and has you knee deep in Wikipedia at the same time. In addition to the absorbing plot and surprising details about the royal family, another reason to watch this show is the performances. The Crown has won multiple Emmys and Golden Globes and has an incredible cast. Brush up on your British history while entertaining yourself with gorgeous costuming, impressive acting performances, and some serious gossip.\n\nDocument 3: \nWhen it comes to survivalist reality TV shows, History Channel's Alone far outstrips the rest in believability. You can forget the cheesy hosts, gimmicky made-up challenges, and scripted drama of other survivalist shows. On Alone, contestants are dropped off in the wilderness (typically a remote area of Canada) with some camera training, a couple go-pros, a tripod camera, and ten primitive survival items like a tarp, flint, a knife, etc. The contestants are placed miles away from each other and spend their time there really and truly alone. What the show lacks in beautiful camera work, it makes up for in credibility and the real-world high stakes of trying to create shelter, find food, and stay warm in the brutal Canada winters. Enjoy watching ten survivalists tough it from the comfort of your couch; there is a certain satisfaction that comes from critiquing contestant's shelter building or hunting skills while you cozy up on the couch with your dessert. If you are a fan of survival reality shows, give Alone a chance and it will blow you away!</p>\n    </div>\n    \n    <div class=\"flex-container\">\n        <div class=\"flex-item\">\n            <h3>Author 1</h3>\n            <p id=\"a1-text\">Document 1: \n<PERSON>, <DATE_TIME>, of <LOCATION>, <LOCATION> passed away <DATE_TIME>.\n\n<PERSON> was born in <LOCATION>, preceded by his Mother, <PERSON> and his Father, <PERSON>.\n\nHe is survived by his Wife, <PERSON> and his extended family.\n\n<PERSON> was born and raised in <LOCATION> with his parents, attending The University of North Florida. <PERSON> got his Masters degree in Business Management and started his own real estate business soon after. <PERSON> soon took the <LOCATION> area by storm, selling houses faster than he could list them. <PERSON> met his wife <PERSON> during a showing, he was the original realtor for the house and <PERSON> had to contact him in order to show her clients the house. A love blossomed between the two and soon enough they were a real estate dynamic duo; The couple start their own Real estate agency, earning the award of real estate agency of <DATE_TIME> in <DATE_TIME>. Soon after their monumental success <PERSON> and <PERSON> decided to retire in <LOCATION> a quant spot in <LOCATION>; to enjoy the rest of their time together at their beloved <LOCATION> coast.\n\n<PERSON> admired how driven and passionate her late husband was not only at his job but towards their relationship. They never had kids because they loved their life the way it was, and enjoyed the freedom of putting as much blood, sweat, and tears into their business. <PERSON> knew <PERSON> was her soulmate from <DATE_TIME>, she fell in love with his ability to keep a conversation and make the person feel so special. As much as <PERSON> loved his business, he loved his wife more and that always shined through his actions.\n\nReal estate agents from the agency express their deepest condolences to <PERSON>, as they will miss <PERSON> dearly as well. Employees say <PERSON> always had a smile on his face and always knew how to talk to people no matter the situation. <PERSON> inspired every employee and they truly feel as though it was an honor to shadow under him.\n\nIn honor of <PERSON>, a funeral mass at Saint John's Baptist Church, 345 Seashell Circle <LOCATION>, <LOCATION> 34876 on <DATE_TIME> at 4PM. Internment will follow at the Beachside Memorial Park, 3975 Sandy Dunes Street, <LOCATION>, <LOCATION> 34870.</p>\n        </div>\n        <div class=\"flex-item\">\n            <h3>Author 2</h3>\n            <p id=\"a2-text\">Document 1: \nEnd of life vet bills\n\nI know this topic can be intensely personal, but I'm curious to know what factors went into others' decision making around the expenses for end-of-life pet care. We have a dear cat who unexpectedly got cancer at only 7 years old and is in a lot of discomfort. We paid for all the diagnostics and x-rays to determine the extent of the cancer, which was $2,000 (already more than we really can afford for a pet). The cancer is widespread and his chances of survival after surgery are low, so we made the decision to put our sweet cat down. Is there any way to handle this without breaking the bank or wallowing in guilt? We really didn't have the money to spend on all the cancer diagnosis and x-rays, but would have felt terrible putting him down without giving him a fighting chance first. How have you handled this?</p>\n        </div>\n        <div class=\"flex-item\">\n            <h3>Author 3</h3>\n            <p id=\"a3-text\">Document 1: \nThe Terminator\n\n<PERSON> going back to the future to report to <PERSON> like, \u201cI\u2019m so sorry bro but I fucked your mom and became your dad. \ud83d\ude14\u201d\n\nLoses a lot of momentum in its cutaways to The Future / the quiet scenes with <PERSON> and <PERSON>\u2014 I like it better when it\u2019s in cat-and-mouse chase mode across LA\u2014 but this is less an action movie than it is The Action Movie. T2 rules but I love how elemental this one is. Lighter on dialogue, lighter on plot, just like a well-oiled machine(!) of robot gore and car chases</p>\n        </div>\n    </div>\n</body>\n</html>\n\n", "explanation": "\n<p><strong>The following is a selection of writing style descriptions that our system identified in the text. For each style, we show how much it applies to each of the authors (higher score == more applicability and lower score == less applicability). The lowest score is 0, and the highest is +1. According to this analysis, our AI model made the recommendation below</strong></p>\n<p><strong>Style 1:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is skilled in using formal language and maintains a formal tone throughout their work. They also incorporate various part-of-speech and morphology features to enhance the writing style.</em></span></p>\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.5</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.71</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.5</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.36</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n\n<p><strong>Style 2:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author's tone is negative, using a moderate level of writing complexity. The author's tone is positive and inviting, with a mix of adjectives and determiners. The author also incorporates various parts of speech bigrams, such as numerals followed by verbs and pronouns followed by adjectives.</em></span></p>\n\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.52</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.5</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.48</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.73</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n<p><strong>Style 3:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author enhances sentence structure with additional elements, frequently includes extra details, and utilizes a variety of part-of-speech bigrams to create a dynamic writing style.</em></span></p>\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.54</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.52</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.44</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.84</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n\n", "gt_idx": 1, "source": "llm_tfidf_rep"}, {"Q_fullText": "Document 1: \nI hate <PERSON>\n\nOk, I'll say it. I don't get what's so great about <PERSON>. I'll admit, he was funny in Parks and Rec and he did well as <PERSON> in the marvel movies. But recently, I just don't see it.\n\nI saw the Mario Bros. movie recently and all I could think while watching it was \"why is <PERSON> from Parks and Rec here?\" It made absolutley no sense for him to be playing an Italian plumber when he sounds like an aggressilvly American \"nice guy\".\n\nAnd then after the movie, I come to learn that this guys is gonna play <PERSON> later on this year! WHaT!?!?!? <PERSON>?! Really?!?! My childhood is ruined.\n\nDocument 2: \nNever ever ever again will I accept recommendations from my husband\n\nUsually my husband and I love watching movies together. It's a great chance to relax together and spend time doing nothing. I'll admit, we both have had our fair share of duds that each of us have proposed. But this last one absolutely takes the cake!!\n\nWe watched that new movie with the gal from Spiderman where she plays a tennis player. Well, not just a tennis player, but a tennis player who had a threesome with her coaches and is also an alien?!?!\n\nI'm no prude or anything, and it wasn't even the threesome that bothered me. It was the sudden genre shift from romcom to intense scify battle movie. I love both those things, but apparently not together.\n\nDocument 3: \nWhy I will never shut up about <PERSON>\n\nOk, so we all are familiar with the iconic <PERSON> characters like <PERSON> and <PERSON>, right? But you may think they were just a thing of the past right?\n\nWell think again, because they've been given a reboot! Imaging, all you're favorite <PERSON> living and working (or not in <PERSON>'s perpetually unemployed case) in the modern world with modern problems.\n\nThe reboot manages to keep the original wit and charm of the cartoons while modernizing the themes and circumstances for many of the characters. The reboot also manages to update some previously exaggerated and offensive characters to be more inclusive.", "Q_authorID": "df89d48a-c4b0-5545-9492-830dcc9ca8bf", "latent_rank": [1, 0, 2], "system_rank": [{"id": 2, "title": "Author 2", "body": ""}, {"id": 1, "title": "Author 1", "body": ""}, {"id": 3, "title": "Author 3", "body": ""}], "rank_1": "1. Author 2", "rank_2": "2. Author 1", "rank_3": "3. 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0.3852805136785106, 0.6832232461093357, 0.4257030237850862, 0.8368910934030492, 0.45554699486764094, 0.269434999227418, 0.2966016830643856, 0.24684368065966872, 0.5040496546138792, 0.2579081919432595, 0.7290415065939635, 0.37123442543197294, 0.2280158642987814, 0.31015234731121716, 0.8357881760248854, 0.3758331386346675, 0.1877406739514868, 0.48604450449939185, 0.16992017712293866, 0.3159800435927971, 0.18010621184812184, 0.4033531244882068, 0.46327933639892227, 0.38413392782879896, 0.27935978466063227, 0.8094641786541585, 0.8161259160144879, 0.7813704665612404, 0.26655920948993567, 0.4441053675955728, 0.2220491664486856, 0.2079726728249554, 0.2144486180826654, 0.19008927643660595, 0.3012163409587656]], "rep_clusters": [5, 21, 18], "a0_fullText": "Document 1: \n<PERSON>, <DATE_TIME>, of <LOCATION>, <LOCATION> passed away <DATE_TIME>.\n\n<PERSON> was born in <LOCATION>, preceded by his Mother, <PERSON> and his Father, <PERSON>.\n\nHe is survived by his Wife, <PERSON> and his extended family.\n\n<PERSON> was born and raised in <LOCATION> with his parents, attending The University of North Florida. <PERSON> got his Masters degree in Business Management and started his own real estate business soon after. <PERSON> soon took the <LOCATION> area by storm, selling houses faster than he could list them. <PERSON> met his wife <PERSON> during a showing, he was the original realtor for the house and <PERSON> had to contact him in order to show her clients the house. A love blossomed between the two and soon enough they were a real estate dynamic duo; The couple start their own Real estate agency, earning the award of real estate agency of <DATE_TIME> in <DATE_TIME>. Soon after their monumental success <PERSON> and <PERSON> decided to retire in <LOCATION> a quant spot in <LOCATION>; to enjoy the rest of their time together at their beloved <LOCATION> coast.\n\n<PERSON> admired how driven and passionate her late husband was not only at his job but towards their relationship. They never had kids because they loved their life the way it was, and enjoyed the freedom of putting as much blood, sweat, and tears into their business. <PERSON> knew <PERSON> was her soulmate from <DATE_TIME>, she fell in love with his ability to keep a conversation and make the person feel so special. As much as <PERSON> loved his business, he loved his wife more and that always shined through his actions.\n\nReal estate agents from the agency express their deepest condolences to <PERSON>, as they will miss <PERSON> dearly as well. Employees say <PERSON> always had a smile on his face and always knew how to talk to people no matter the situation. <PERSON> inspired every employee and they truly feel as though it was an honor to shadow under him.\n\nIn honor of <PERSON>, a funeral mass at Saint John's Baptist Church, 345 Seashell Circle <LOCATION>, <LOCATION> 34876 on <DATE_TIME> at 4PM. Internment will follow at the Beachside Memorial Park, 3975 Sandy Dunes Street, <LOCATION>, <LOCATION> 34870.", "a0_authorID": "3353a8da-edac-5584-bcac-c8607954d040", "a1_fullText": "Document 1: \nI called a customer Ma'am and it got worse...\n\nI work in a hardware store, but we get a lot of different kinds of customers, not just men. So today, I was in the paint department and I saw who I thought was a lady looking at the paint swatches. They had on a bright pink gown and had really long hair that was styled too! So, trying to be the super polite customer service guaranteed employee, I walked up to them and asked \"Good morning ma'am, may I help you with anything today?\" And then they turned around and had a beard that was almost as long as their hair! I felt so so embarassed but they didn't seem to upset by it and they didn't correct me either. They bought 5 gallons of bright pink glittery paint, so maybe that was just their favorite color. Oh well, I guess I will never trust my eyes ever again to make good assumptions on politeness anymore.", "a1_authorID": "df89d48a-c4b0-5545-9492-830dcc9ca8bf", "a2_fullText": "Document 1: \nThe Terminator\n\n<PERSON> going back to the future to report to <PERSON> like, \u201cI\u2019m so sorry bro but I fucked your mom and became your dad. \ud83d\ude14\u201d\n\nLoses a lot of momentum in its cutaways to The Future / the quiet scenes with <PERSON> and <PERSON>\u2014 I like it better when it\u2019s in cat-and-mouse chase mode across LA\u2014 but this is less an action movie than it is The Action Movie. T2 rules but I love how elemental this one is. Lighter on dialogue, lighter on plot, just like a well-oiled machine(!) of robot gore and car chases", "a2_authorID": "eed4b6a5-ef18-9777-31af-f81f2417c65c", "authors_texts_as_html": "\n<!DOCTYPE html>\n<html lang=\"en\">\n<head>\n    <meta charset=\"UTF-8\">\n    <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\">\n    <title>Label Studio HTML</title>\n    <style>\n        .container {\n            overflow: auto;\n            border: solid 1px black;\n            padding: 10px;\n            margin: 0px 20px 5px 0px;\n        }\n        .flex-container {\n            display: flex;\n        }\n        .flex-item {\n            flex: 33%;\n            padding: 10px;\n            margin: 0px 20px 5px 0px;\n            border: solid 1px black;\n        }\n        h3 {\n            text-decoration: underline;\n        }\n    </style>\n</head>\n<body>\n    <div class=\"container\">\n        <h3>Mystery Author</h3>\n        <p id=\"query-text\">Document 1: \nI hate <PERSON>\n\nOk, I'll say it. I don't get what's so great about <PERSON>. I'll admit, he was funny in Parks and Rec and he did well as <PERSON> in the marvel movies. But recently, I just don't see it.\n\nI saw the Mario Bros. movie recently and all I could think while watching it was \"why is <PERSON> from Parks and Rec here?\" It made absolutley no sense for him to be playing an Italian plumber when he sounds like an aggressilvly American \"nice guy\".\n\nAnd then after the movie, I come to learn that this guys is gonna play <PERSON> later on this year! WHaT!?!?!? <PERSON>?! Really?!?! My childhood is ruined.\n\nDocument 2: \nNever ever ever again will I accept recommendations from my husband\n\nUsually my husband and I love watching movies together. It's a great chance to relax together and spend time doing nothing. I'll admit, we both have had our fair share of duds that each of us have proposed. But this last one absolutely takes the cake!!\n\nWe watched that new movie with the gal from Spiderman where she plays a tennis player. Well, not just a tennis player, but a tennis player who had a threesome with her coaches and is also an alien?!?!\n\nI'm no prude or anything, and it wasn't even the threesome that bothered me. It was the sudden genre shift from romcom to intense scify battle movie. I love both those things, but apparently not together.\n\nDocument 3: \nWhy I will never shut up about <PERSON>\n\nOk, so we all are familiar with the iconic <PERSON> characters like <PERSON> and <PERSON>, right? But you may think they were just a thing of the past right?\n\nWell think again, because they've been given a reboot! Imaging, all you're favorite <PERSON> living and working (or not in <PERSON>'s perpetually unemployed case) in the modern world with modern problems.\n\nThe reboot manages to keep the original wit and charm of the cartoons while modernizing the themes and circumstances for many of the characters. The reboot also manages to update some previously exaggerated and offensive characters to be more inclusive.</p>\n    </div>\n    \n    <div class=\"flex-container\">\n        <div class=\"flex-item\">\n            <h3>Author 1</h3>\n            <p id=\"a1-text\">Document 1: \n<PERSON>, <DATE_TIME>, of <LOCATION>, <LOCATION> passed away <DATE_TIME>.\n\n<PERSON> was born in <LOCATION>, preceded by his Mother, <PERSON> and his Father, <PERSON>.\n\nHe is survived by his Wife, <PERSON> and his extended family.\n\n<PERSON> was born and raised in <LOCATION> with his parents, attending The University of North Florida. <PERSON> got his Masters degree in Business Management and started his own real estate business soon after. <PERSON> soon took the <LOCATION> area by storm, selling houses faster than he could list them. <PERSON> met his wife <PERSON> during a showing, he was the original realtor for the house and <PERSON> had to contact him in order to show her clients the house. A love blossomed between the two and soon enough they were a real estate dynamic duo; The couple start their own Real estate agency, earning the award of real estate agency of <DATE_TIME> in <DATE_TIME>. Soon after their monumental success <PERSON> and <PERSON> decided to retire in <LOCATION> a quant spot in <LOCATION>; to enjoy the rest of their time together at their beloved <LOCATION> coast.\n\n<PERSON> admired how driven and passionate her late husband was not only at his job but towards their relationship. They never had kids because they loved their life the way it was, and enjoyed the freedom of putting as much blood, sweat, and tears into their business. <PERSON> knew <PERSON> was her soulmate from <DATE_TIME>, she fell in love with his ability to keep a conversation and make the person feel so special. As much as <PERSON> loved his business, he loved his wife more and that always shined through his actions.\n\nReal estate agents from the agency express their deepest condolences to <PERSON>, as they will miss <PERSON> dearly as well. Employees say <PERSON> always had a smile on his face and always knew how to talk to people no matter the situation. <PERSON> inspired every employee and they truly feel as though it was an honor to shadow under him.\n\nIn honor of <PERSON>, a funeral mass at Saint John's Baptist Church, 345 Seashell Circle <LOCATION>, <LOCATION> 34876 on <DATE_TIME> at 4PM. Internment will follow at the Beachside Memorial Park, 3975 Sandy Dunes Street, <LOCATION>, <LOCATION> 34870.</p>\n        </div>\n        <div class=\"flex-item\">\n            <h3>Author 2</h3>\n            <p id=\"a2-text\">Document 1: \nI called a customer Ma'am and it got worse...\n\nI work in a hardware store, but we get a lot of different kinds of customers, not just men. So today, I was in the paint department and I saw who I thought was a lady looking at the paint swatches. They had on a bright pink gown and had really long hair that was styled too! So, trying to be the super polite customer service guaranteed employee, I walked up to them and asked \"Good morning ma'am, may I help you with anything today?\" And then they turned around and had a beard that was almost as long as their hair! I felt so so embarassed but they didn't seem to upset by it and they didn't correct me either. They bought 5 gallons of bright pink glittery paint, so maybe that was just their favorite color. Oh well, I guess I will never trust my eyes ever again to make good assumptions on politeness anymore.</p>\n        </div>\n        <div class=\"flex-item\">\n            <h3>Author 3</h3>\n            <p id=\"a3-text\">Document 1: \nThe Terminator\n\n<PERSON> going back to the future to report to <PERSON> like, \u201cI\u2019m so sorry bro but I fucked your mom and became your dad. \ud83d\ude14\u201d\n\nLoses a lot of momentum in its cutaways to The Future / the quiet scenes with <PERSON> and <PERSON>\u2014 I like it better when it\u2019s in cat-and-mouse chase mode across LA\u2014 but this is less an action movie than it is The Action Movie. T2 rules but I love how elemental this one is. Lighter on dialogue, lighter on plot, just like a well-oiled machine(!) of robot gore and car chases</p>\n        </div>\n    </div>\n</body>\n</html>\n\n", "explanation": "\n<p><strong>The following is a selection of writing style descriptions that our system identified in the text. For each style, we show how much it applies to each of the authors (higher score == more applicability and lower score == less applicability). The lowest score is 0, and the highest is +1. According to this analysis, our AI model made the recommendation below</strong></p>\n<p><strong>Style 1:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is reflective, focusing on past occurrences and maintaining a contemplative tone. They often incorporate additional details to offer further context, utilizing a variety of part-of-speech bigrams to enhance the narrative flow.</em></span></p>\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.44</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.76</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.45</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.42</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n\n<p><strong>Style 2:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is known for favoring formal language and using polite and professional communication style. They frequently include extra details and create a connection with the reader through direct engagement in their work. Additionally, the author uses clear language and pronouns followed by adpositions in their writing.</em></span></p>\n\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.49</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.6</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.34</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.68</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n<p><strong>Style 3:</strong></p>\n<p><span style=\"font-size: 16px; font-family: Helvetica;\"><em>The author is adept at incorporating various abbreviations and extra information to enrich the text with context and depth. They skillfully enhance sentence structure by adding additional elements and frequently provide extra details for a more comprehensive understanding. The author's writing style seamlessly transitions between informal language for a relaxed tone and formal language for clarity and precision.</em></span></p>\n<table style=\"width: 80%; background-color: rgb(209, 209, 209);border: none;\">\n    <tbody>\n        <tr>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Mystery Author</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.47</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 1</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.6</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 2</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.25</div>\n            </td>\n            <td style=\"width: 15%;\">\n                <div style=\"text-align: center;\"><strong>Author 3</strong></div>\n            </td>\n            <td style=\"width: 5%;\">\n                <div style=\"text-align: left;\">0.62</div>\n            </td>\n        </tr>\n    </tbody>\n</table>\n<p><br><hr></p>\n\n\n", "gt_idx": 1, "source": "llm_tfidf_rep"}]
\ No newline at end of file