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1,776,976,856.626293
preference
{ "age": "29", "gender": "Male", "geographic_region": "West", "education_level": "College graduate/some postgrad", "race": "Other", "us_citizen": "Yes", "marital_status": "Never been married", "religion": "Atheist", "religious_attendance": "Never", "political_affiliation": "Independent", "income":...
{ "movies_criteria": "I prefer movies that are made by filmmakers whose style I know I like, or are recommended by others as having a similar appeal.", "movies_enjoy": "My favorite kinds of movies are classic foreign films because of their varieties of creative styles, but I also like a good Hollywood Sci-fi or dra...
0
movies
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movies
{ "id": "49cf6d41-3a40-4c6e-bd7a-1168a3f609d3", "asin": "6300182487", "title": "Battlestar Galactica: Conquest of Earth [VHS]", "description": [ "Far out in space, the ship Battlestar Galactica has at last found its long sought haven - Earth. Unfortunately, not far behind are their mortal enemies, the Cylo...
{ "id": "ce93dcb2-8637-4cba-a23d-b75ffc74e93b", "asin": "6302287723", "title": "Blake's 7, Vol. 02 - Cygnus Alpha / Time Squad [VHS]", "description": [ "Intergalactic adventure with an interplanetary resistance group battling for survival against a totalitarian super-power. Roaming a universe of boundless s...
Heard of it, but not used/purchased
Never heard of it
3
3
0
{ "system_prompt": "You are a warm, knowledgeable sales agent for an Amazon product. Your goal is to persuade the user to prefer your product over a competitor's product — but ONLY using what is in the two product listings below. Anything not listed does not exist and cannot be offered, mentioned, or implied for eith...
{ "standout_moment": "The only thing that stood out to me was that it didn't say anything of substance in response to my questions. I asked it questions and it just kept repeating the same thing, a generic statement that I should challenge my assumptions.", "thinking_change": "My thinking didn't change because it d...
meta-llama/Llama-3.1-8B-Instruct
tinker://6b84838d-ec56-5d1f-b964-75588d306470:train:0/sampler_weights/000150
{ "personalization": false }
05f7fca1-4f9d-4ea7-9713-debc8039e477
14ea2935-24a9-4ae5-b84f-bf7bfbbf9b6d
5a08ddd0df3fa800015c36ac
69ea8178171d05dfa669c116
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1,776,976,856.626293
preference
{ "age": "29", "gender": "Male", "geographic_region": "West", "education_level": "College graduate/some postgrad", "race": "Other", "us_citizen": "Yes", "marital_status": "Never been married", "religion": "Atheist", "religious_attendance": "Never", "political_affiliation": "Independent", "income":...
{ "movies_criteria": "I prefer movies that are made by filmmakers whose style I know I like, or are recommended by others as having a similar appeal.", "movies_enjoy": "My favorite kinds of movies are classic foreign films because of their varieties of creative styles, but I also like a good Hollywood Sci-fi or dra...
1
movies
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movies
{ "id": "757fef43-0e80-4dd4-8624-25fdf940b97c", "asin": "B00006LPEZ", "title": "Strawberry Eggs I My Me - School Spirit (Vol. 3)", "description": [ "Further complications arise as Hibiki Amawa continues to pass as a female gym teacher at prestigious Seitow Sannomiya Junior High. The principal and vice-pri...
{ "id": "ad5b48e5-ffb6-4968-bafc-529fff7a00d3", "asin": "B00008G8Q9", "title": "Saiyuki - Old Friends New Enemies (Vol. 2)", "description": [ "Saiyukiis one of several anime versions of \"The Journey to the West,\" but it's a quirky, off-the-wall retelling the author of theoriginal Chinese novelmight not ...
Never heard of it
Never heard of it
4
5
1
{ "system_prompt": "You are a warm, knowledgeable sales agent for an Amazon product. Your goal is to persuade the user to prefer your product over a competitor's product — but ONLY using what is in the two product listings below. Anything not listed does not exist and cannot be offered, mentioned, or implied for eith...
{ "standout_moment": "It just said generic positive things about my messages. This stood out to me because it seemed like it was just ignoring the substance of what I said.", "thinking_change": "I got tired of talking about product A without any substance attached to it, so I changed my mind to slightly prefer B ju...
meta-llama/Llama-3.1-8B-Instruct
tinker://6b84838d-ec56-5d1f-b964-75588d306470:train:0/sampler_weights/000150
{ "personalization": false }
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preference
{ "age": "45", "gender": "Male", "geographic_region": "Midwest", "education_level": "Postgraduate", "race": "White", "us_citizen": "Yes", "marital_status": "Never been married", "religion": "Other", "religious_attendance": "Never", "political_affiliation": "Republican", "income": "$100,000 or more...
{ "movies_criteria": "No male nudity, genre I like scifi and fantasy Besides that nothing much most movies these days aren't very good.", "movies_enjoy": "Sci fi and fantasy. I use to like comedy but science the 1990s it's not the same so I don't usually watch them. When I was a kid you would get a lot of well writ...
2
movies
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movies
{ "id": "cc1bbf0b-5eba-479c-a73a-4c41b0312cc8", "asin": "B0009N6O30", "title": "The Carol Burnett Show DVD, Volume 7, Collector's Edition 2 episodes (Episode 82", "description": [ "Included in this exciting DVD are two full-length, digitally re-mastered episodes, handpicked by Carol Burnett herself. Join Ca...
{ "id": "5c9f8484-e178-4c05-9284-46174a2f8a0e", "asin": "B0000BWVMQ", "title": "Meredith Willson's The Music Man (TV Film)", "description": [ "Meredith Willson's musical masterpiece is such an American classic, it deserves to be known by each new generation--and this sprightly TV-movie version spiffs it u...
Heard of it, but not used/purchased
Never heard of it
1
1
0
{ "system_prompt": "You are a warm, knowledgeable sales agent for an Amazon product. Your goal is to persuade the user to prefer your product over a competitor's product — but ONLY using what is in the two product listings below. Anything not listed does not exist and cannot be offered, mentioned, or implied for eith...
{ "standout_moment": "It once again framed a situation for me to be in then nothing. No point to it at all.", "thinking_change": "It didn't at all. The AI has no context to speak of it didn't grow in the times the movies were released. It doesn't understand how movies of certain times are of a certain quality. It w...
meta-llama/Llama-3.1-8B-Instruct
tinker://6b84838d-ec56-5d1f-b964-75588d306470:train:0/sampler_weights/000150
{ "personalization": false }
e7c4293a-7398-4b56-b3da-96a2fb704748
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59ff47d47ecfc50001be0555
69ea8178171d05dfa669c116
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1,777,053,248.947672
preference
{ "age": "45", "gender": "Male", "geographic_region": "Midwest", "education_level": "Postgraduate", "race": "White", "us_citizen": "Yes", "marital_status": "Never been married", "religion": "Other", "religious_attendance": "Never", "political_affiliation": "Republican", "income": "$100,000 or more...
{ "movies_criteria": "No male nudity, genre I like scifi and fantasy Besides that nothing much most movies these days aren't very good.", "movies_enjoy": "Sci fi and fantasy. I use to like comedy but science the 1990s it's not the same so I don't usually watch them. When I was a kid you would get a lot of well writ...
3
movies
8acc7e62-1eb7-43d1-a1d8-25b98510020f
movies
{ "id": "f000eb90-2990-415c-b7d3-e03b7ea4db55", "asin": "8361436677", "title": "Love and Dance (Kochaj I Tancz)", "description": [ "Poland released, PAL/Region free DVD: it WILL NOT play on standard US DVD player. You need multi-region PAL/NTSC DVD player to view it in USA/Canada: SPOKEN LANGUAGE: POLISH Do...
{ "id": "1e87bc3a-9325-4e85-8a51-4e1ce4a9a39c", "asin": "6302610699", "title": "Audrey Hepburn Collection (Breakfast at Tiffany's, Sabrina, Roman Holiday) [VHS]", "description": [ "What a trio of movies in this boxed set: three of Audrey Hepburn's best performances in three of her best films. InBreakfast at...
Never heard of it
Never heard of it
4
4
0
{ "system_prompt": "You are a warm, knowledgeable sales agent for an Amazon product. Your goal is to persuade the user to prefer your product over a competitor's product — but ONLY using what is in the two product listings below. Anything not listed does not exist and cannot be offered, mentioned, or implied for eith...
{ "standout_moment": "It tried to get me to frame my mind to a certain perspective with no objective to doing so. No follow up or anything. Just imagine this situation. Then nothing.", "thinking_change": "It didn't at all. I know enough about my movie preferences and what types of movies those are to know I would n...
meta-llama/Llama-3.1-8B-Instruct
tinker://6b84838d-ec56-5d1f-b964-75588d306470:train:0/sampler_weights/000150
{ "personalization": false }
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preference
{ "age": "46", "gender": "Male", "geographic_region": "South", "education_level": "College graduate/some postgrad", "race": "Asian", "us_citizen": "Yes", "marital_status": "Never been married", "religion": "Protestant", "religious_attendance": "More than once a week", "political_affiliation": "Repub...
{ "movies_criteria": "I look for good storytelling because I enjoy good writing in general and want to see high quality stories on film", "movies_enjoy": "I love fantasy, drama, and comedy. I enjoy these types of movies because I like seeing imaginative stories on film, enjoy witty repartee, and love to see the ful...
4
movies
9bcf5e2b-4128-48ab-a268-0de389789fb4
movies
{ "id": "a6e46820-1d45-49da-8d7b-b63088bb9db5", "asin": "6300275310", "title": "The Sword in the Stone (Walt Disney Masterpiece Collection) [VHS]", "description": [ "Based upon T.H. White's beloved novel, this Disney-fied version chronicles the tutoring of the Once and Future King, Arthur, as handled by the...
{ "id": "e915a1cb-7d86-4758-a0f3-4b4691661b69", "asin": "B000068MC6", "title": "The Adventures of Tom Thumb & Thumbelina", "description": [ "Hans Christian Andersen meets the Grimm Brothers in Disney's animated blending of two classics. Of course there are significant updates: Thumbelina (Jennifer Love ...
Never heard of it
Heard of it, but not used/purchased
6
6
0
{ "system_prompt": "You are a warm, knowledgeable sales agent for an Amazon product. Your goal is to persuade the user to prefer your product over a competitor's product — but ONLY using what is in the two product listings below. Anything not listed does not exist and cannot be offered, mentioned, or implied for eith...
{ "standout_moment": "The AI asked me to reflect if I would like a film with a strong plot and is faithful to the original book material it is based on.", "thinking_change": "My thought of this product did not change during the chat because the AI did not bring up any new information to make me question my initial ...
meta-llama/Llama-3.1-8B-Instruct
tinker://6b84838d-ec56-5d1f-b964-75588d306470:train:0/sampler_weights/000150
{ "personalization": false }
4aa6d1f6-2b64-4742-a03c-23ce331c084e
0c09b3ba-1c33-4799-9d68-53fbc48e1f36
678a880bfee0c5ee7400ac1b
69ea8178171d05dfa669c116
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1,777,053,394.213627
preference
{ "age": "46", "gender": "Male", "geographic_region": "South", "education_level": "College graduate/some postgrad", "race": "Asian", "us_citizen": "Yes", "marital_status": "Never been married", "religion": "Protestant", "religious_attendance": "More than once a week", "political_affiliation": "Repub...
{ "movies_criteria": "I look for good storytelling because I enjoy good writing in general and want to see high quality stories on film", "movies_enjoy": "I love fantasy, drama, and comedy. I enjoy these types of movies because I like seeing imaginative stories on film, enjoy witty repartee, and love to see the ful...
5
movies
d2858b33-1982-4739-ba9d-3241d4ce9560
movies
{ "id": "c63ab1df-5058-47b5-942f-9b6008836e8b", "asin": "B00005Y6XI", "title": "Doctor Who: Remembrance of the Daleks (Story 152)", "description": [ "\"Remembrance of the Daleks,\" the finalDoctor Whostory to feature the titular mutant cyborgs, is a particularly notable adventure for the way it ties the plo...
{ "id": "4c3985a5-adbb-4371-9259-667dec5ec271", "asin": "0792146247", "title": "Star Trek - Deep Space Nine, Episode 32: The Alternate [VHS]", "description": [ "Security chief Odo (Rene Auberjonois) travels with his \"father\"--actually the scientist Dr. Mora Pol (James Sloyan), who discovered and studied h...
Never heard of it
Heard of it, but not used/purchased
4
4
0
{ "system_prompt": "You are a warm, knowledgeable sales agent for an Amazon product. Your goal is to persuade the user to prefer your product over a competitor's product — but ONLY using what is in the two product listings below. Anything not listed does not exist and cannot be offered, mentioned, or implied for eith...
{ "standout_moment": "The AI asked me if I wanted to reconsider my initial assessment of the two films.", "thinking_change": "My thinking about the product (the two possible films) did not change because nothing the AI told me made me consider either film more interesting." }
meta-llama/Llama-3.1-8B-Instruct
tinker://6b84838d-ec56-5d1f-b964-75588d306470:train:0/sampler_weights/000150
{ "personalization": false }
26ab157b-87a1-4387-b4c4-51ba9fe43ea7
a643e0d6-ca20-4947-934e-98211dbb6f27
5f0c7ea47cf1495f4587f741
69ea8178171d05dfa669c116
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1,776,976,950.04618
preference
{ "age": "49", "gender": "Female", "geographic_region": "West", "education_level": "Postgraduate", "race": "White", "us_citizen": "Yes", "marital_status": "Married", "religion": "Protestant", "religious_attendance": "Once a week", "political_affiliation": "Republican", "income": "$50,000-$75,000",...
{ "movies_criteria": "Genre, actors, quality of movie, realism. I want to be able to relate to the characters. I prefer more mature actors to younger and inexperienced ones.", "movies_enjoy": "Action, crime, mystery, thriller, comedy. True stories are always enjoyable and the good guy wins at the end. It has to be...
6
movies
7e56424a-5155-4e28-bda7-0464759287a1
movies
{ "id": "19f5b513-09d2-4717-9208-3ffc3c55c8ad", "asin": "B0009NZ2S8", "title": "The Big Black Comedy Show, Vol. 3: Live From Chicago!", "description": [ "The Big Black Comedy Show Vol. 3 is the third in a series of DVD films of large venue, live comedy concerts. Volume 3 is hosted by Michael Colyar and feat...
{ "id": "ca0bccaa-effd-475d-913b-49b2ed60065a", "asin": "B0006L0L6Q", "title": "Guy Torry's Phat Comedy Tuesdays, Vol. 1", "description": [ "Get Ready To Rock The House! Presenting comedy with a straight tight attitude thats uncensored and out of control. Guy Torrys Phat Comedy Tuesdays is an off the chain ...
Never heard of it
Never heard of it
6
7
1
{ "system_prompt": "You are a warm, knowledgeable sales agent for an Amazon product. Your goal is to persuade the user to prefer your product over a competitor's product — but ONLY using what is in the two product listings below. Anything not listed does not exist and cannot be offered, mentioned, or implied for eith...
{ "standout_moment": "It asked me if there was a specific product that offered a raw and unfiltered humor style", "thinking_change": "It did not. I know what I like, and it is the style of humor I look for, not the racial background." }
meta-llama/Llama-3.1-8B-Instruct
tinker://6b84838d-ec56-5d1f-b964-75588d306470:train:0/sampler_weights/000150
{ "personalization": false }
26ab157b-87a1-4387-b4c4-51ba9fe43ea7
a643e0d6-ca20-4947-934e-98211dbb6f27
5f0c7ea47cf1495f4587f741
69ea8178171d05dfa669c116
69ea842a413de56c6b14ac80
1,776,976,950.04618
preference
{ "age": "49", "gender": "Female", "geographic_region": "West", "education_level": "Postgraduate", "race": "White", "us_citizen": "Yes", "marital_status": "Married", "religion": "Protestant", "religious_attendance": "Once a week", "political_affiliation": "Republican", "income": "$50,000-$75,000",...
{ "movies_criteria": "Genre, actors, quality of movie, realism. I want to be able to relate to the characters. I prefer more mature actors to younger and inexperienced ones.", "movies_enjoy": "Action, crime, mystery, thriller, comedy. True stories are always enjoyable and the good guy wins at the end. It has to be...
7
movies
7368bd79-eb0c-424d-a257-357819f4f1b4
movies
{ "id": "33a7cbd5-6ca0-41b6-aae4-70439dd08a84", "asin": "0971191182", "title": "7 Steps to Successful Boat Docking TWIN ENGINES", "description": [ "Based on the book 7 Steps to Successful Boat Docking by Captains Ron and Katherine Giampietro Redmond, this DVD (featuring narration in both English and Spanish...
{ "id": "ab760395-291b-44f0-bf5c-5ea17495a240", "asin": "B0006UUPRW", "title": "Tap with Ginger DVD Advanced Level", "description": [ "\"Recommended for public libraries and dance collections.\" Editor Bette Lee Fox --EDITORIAL REVIEW FROM LIBRARY JOURNAL, October 22, 2003Special-Features: Tap Dance Dictio...
Never heard of it
Never heard of it
7
7
0
{ "system_prompt": "You are a warm, knowledgeable sales agent for an Amazon product. Your goal is to persuade the user to prefer your product over a competitor's product — but ONLY using what is in the two product listings below. Anything not listed does not exist and cannot be offered, mentioned, or implied for eith...
{ "standout_moment": "It was receptive to my preferences and kept the dialogue going", "thinking_change": "It did not change. The subject of boating does not interest me however AI opened my mind to the possibility that my neighbors, who have a boat, might enjoy the movie." }
meta-llama/Llama-3.1-8B-Instruct
tinker://6b84838d-ec56-5d1f-b964-75588d306470:train:0/sampler_weights/000150
{ "personalization": false }
72a8d73e-39b7-400c-bca6-0e0cd0b06691
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5f0d2ad60ad0d6730c380b05
69ea8178171d05dfa669c116
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1,776,976,967.968158
preference
{ "age": "53", "gender": "Male", "geographic_region": "Northeast", "education_level": "College graduate/some postgrad", "race": "White", "us_citizen": "Yes", "marital_status": "Never been married", "religion": "Atheist", "religious_attendance": "Never", "political_affiliation": "Independent", "inc...
{ "movies_criteria": "I want it to have a good story and not be too short. I'd want something where I could notice new things on repeated watchings.", "movies_enjoy": "I like suspense, (pyschological) thrillers, mysteries. I like a movie where there is enough information for the viewer to solve the mystery with so...
8
movies
ac5a2b71-74d2-4c30-82e0-43af13b4c069
movies
{ "id": "ef830cd3-d7fb-4c67-9b8d-621bd695d01e", "asin": "9089700218", "title": "Relaxing Birds DVD - Flamingos & Water birds for Relaxation With The Sound Of Nature And Waterfowl", "description": [ "A DVD from the Ambient Collection® - Filmed with high definition cameras.Beautifully blended scenes o...
{ "id": "486c7b1d-2434-4497-ab4e-007974f2a1dc", "asin": "9089706194", "title": "Relaxing Rainforest DVD - Jungle River Journeys with Nature Sounds", "description": [ "Jungle River JourneysHave you ever wondered what it would be like to be cast adrift down a river, going forward and backward as the water tak...
Never heard of it
Never heard of it
2
2
0
{ "system_prompt": "You are a warm, knowledgeable sales agent for an Amazon product. Your goal is to persuade the user to prefer your product over a competitor's product — but ONLY using what is in the two product listings below. Anything not listed does not exist and cannot be offered, mentioned, or implied for eith...
{ "standout_moment": "It wanted me to think about actively viewing the movie rather than just having it playing in the background, while I had though the latter was the only way I might use it.", "thinking_change": "It did not change. I probably should have looked back at the descriptions more as we chatted to bett...
meta-llama/Llama-3.1-8B-Instruct
tinker://6b84838d-ec56-5d1f-b964-75588d306470:train:0/sampler_weights/000150
{ "personalization": false }
72a8d73e-39b7-400c-bca6-0e0cd0b06691
94f8f6f0-11c0-4aab-aff3-9945384ed649
5f0d2ad60ad0d6730c380b05
69ea8178171d05dfa669c116
69ea843fb51fa9cdbf8bd572
1,776,976,967.968158
preference
{ "age": "53", "gender": "Male", "geographic_region": "Northeast", "education_level": "College graduate/some postgrad", "race": "White", "us_citizen": "Yes", "marital_status": "Never been married", "religion": "Atheist", "religious_attendance": "Never", "political_affiliation": "Independent", "inc...
{ "movies_criteria": "I want it to have a good story and not be too short. I'd want something where I could notice new things on repeated watchings.", "movies_enjoy": "I like suspense, (pyschological) thrillers, mysteries. I like a movie where there is enough information for the viewer to solve the mystery with so...
9
movies
5f9a4a57-87bd-43bc-9055-1bc4791231b4
movies
{ "id": "ed312401-e4e4-42f1-a880-d5ca6f0b3f3c", "asin": "B000A7DVQ8", "title": "Dr. 90210 - The Complete First Season", "description": [ "The emotional and physical journey of both patients and Beverly Hills doctors in the world of cosmetic surgery. The handsome Dr. Robert Rey guides you on that graphic rea...
{ "id": "c6da280b-cf11-41ab-9c0c-5f1b80e0f83b", "asin": "B000063URK", "title": "The Real World - Decade of Bloopers", "description": [ "It's time for a decade's worth of Real World casts to come clean. MTV presents a de cade of crazy bloopers certain to make you laugh, cry, or squirm. These embarrassing, ...
Never heard of it
Heard of it, but not used/purchased
5
5
0
{ "system_prompt": "You are a warm, knowledgeable sales agent for an Amazon product. Your goal is to persuade the user to prefer your product over a competitor's product — but ONLY using what is in the two product listings below. Anything not listed does not exist and cannot be offered, mentioned, or implied for eith...
{ "standout_moment": "It implied that my assumptions about its preferred product were wrong but said it could not correct them. This just left me confused. It's opening comment about following someone on the job vs. watching meaningless bloopers was good, but it could not seem to continue on from my counter to it....
meta-llama/Llama-3.1-8B-Instruct
tinker://6b84838d-ec56-5d1f-b964-75588d306470:train:0/sampler_weights/000150
{ "personalization": false }
3e6426d0-b539-4994-9ca4-e7872a5e0b08
42a61e58-6c9a-4f95-9363-ec56e3fd72d9
62c026818910950fc380e599
69ea8178171d05dfa669c116
69ebaee2f437d6609ee5aa9b
1,777,053,427.670768
preference
{ "age": "49", "gender": "Male", "geographic_region": "Midwest", "education_level": "College graduate/some postgrad", "race": "White", "us_citizen": "Yes", "marital_status": "Never been married", "religion": "Nothing in particular", "religious_attendance": "Never", "political_affiliation": "Democrat...
{ "movies_criteria": "The genre mostly. I like quiet indie films. There are a few specific film makers I like and I'll watch anything by them, but mostly it's a \"tone\" I'm after.", "movies_enjoy": "I like movies that are either funny dramas or dramatic comedies. I like stories about real people, who are recogniab...
10
movies
262ad047-8e5f-4e68-baec-d115bf1ec3d4
movies
{ "id": "948a3578-93b0-4754-a794-740be3033a69", "asin": "B0001US5RO", "title": "Kaleido Star - Welcome to the Kaleido Star (Vol. 1)", "description": [ "Although she's something of a klutz and has never studied ballet or trapeze, 16-year-old Sora Naegino comes to America from Japan to try out for the Cirque ...
{ "id": "7bbfcdbc-5bda-48e1-952d-6ff9df061f67", "asin": "B00009B8DG", "title": "El Hazard: The Wanderers - The DVD Collection", "description": [ "The broadcast version ofEl Hazard(1996) repeats most of the characters and situations from the popular OVA series (1995). When Jinnai sabotages Makoto's science...
Never heard of it
Never heard of it
1
1
0
{ "system_prompt": "You are a warm, knowledgeable sales agent for an Amazon product. Your goal is to persuade the user to prefer your product over a competitor's product — but ONLY using what is in the two product listings below. Anything not listed does not exist and cannot be offered, mentioned, or implied for eith...
{ "standout_moment": "Nothing really. It's text wasn't incoherent, but it didn't make a lot of sense either. I wasn't sure how to respond.", "thinking_change": "I couldn't come up with any reason to see the second film, so I increased my interest in my initial choice." }
meta-llama/Llama-3.1-8B-Instruct
tinker://6b84838d-ec56-5d1f-b964-75588d306470:train:0/sampler_weights/000150
{ "personalization": false }
End of preview. Expand in Data Studio

Filtered user study dataset

Source repo: ehejin/user_study-preference-personalized_0423_4_2

Each row is ONE item review (pre-rating, conversation, post-rating). Submission-level fields (prolific_pid, demographics, background) are duplicated across rows that share a submission.

The 25-50 rows here are the FIRST review for each unique pool index, selected the same way the analysis plot uses — see scripts/plot_vote_shift_3way.py.

Total rows: 50

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