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","vader":0.767,"cardiff":{"negative":0.8566,"neutral":0.1307,"positive":0.0128},"siebert":{"negative":0.9995,"positive":0.0005},"opinion_prob":0.97,"pred":{"vader":1,"cardiff":-1,"siebert":-1,"cardiff+opinion":-1,"siebert+opinion":-1,"vader+opinion":1}},{"split":"heldout","movie":"Heart of the Beast","rank":63,"human":0,"excerpt":"It's a movie, he (with a broken arm and severe concussion) and his dog literally killed 4 wolves and incapacitated other but you complain about the heart attack not being realistic?","vader":-0.66,"cardiff":{"negative":0.9083,"neutral":0.0861,"positive":0.0056},"siebert":{"negative":0.988,"positive":0.012},"opinion_prob":0.9779,"pred":{"vader":-1,"cardiff":-1,"siebert":0,"cardiff+opinion":-1,"siebert+opinion":-1,"vader+opinion":-1}},{"split":"heldout","movie":"Heart of the Beast","rank":67,"human":0,"excerpt":"Open fields can be wetlands in early spring.","vader":0.0,"cardiff":{"neutral":0.7154,"positive":0.2697,"negative":0.0149},"siebert":{"positive":0.9983,"negative":0.0017},"opinion_prob":0.2247,"pred":{"vader":0,"cardiff":0,"siebert":1,"cardiff+opinion":0,"siebert+opinion":0,"vader+opinion":0}},{"split":"heldout","movie":"Heart of the Beast","rank":74,"human":0,"excerpt":"I think the boat has shipped for that","vader":0.0,"cardiff":{"neutral":0.8875,"positive":0.096,"negative":0.0165},"siebert":{"positive":0.994,"negative":0.006},"opinion_prob":0.2974,"pred":{"vader":0,"cardiff":0,"siebert":1,"cardiff+opinion":0,"siebert+opinion":0,"vader+opinion":0}},{"split":"heldout","movie":"Heart of the Beast","rank":78,"human":0,"excerpt":"The dog is safe but it will fuck you up still","vader":-0.586,"cardiff":{"negative":0.8358,"neutral":0.1476,"positive":0.0167},"siebert":{"positive":0.9834,"negative":0.0166},"opinion_prob":0.8937,"pred":{"vader":-1,"cardiff":-1,"siebert":0,"cardiff+opinion":-1,"siebert+opinion":1,"vader+opinion":-1}},{"split":"heldout","movie":"Resident Evil","rank":34,"human":1,"excerpt":"Great callback to the games. 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Also he was using his arms like an idiot.. his dad wasn't hard on him enough, imo.","vader":-0.66,"cardiff":{"negative":0.8745,"neutral":0.1157,"positive":0.0098},"siebert":{"negative":0.9994,"positive":0.0006},"opinion_prob":0.4666,"pred":{"vader":-1,"cardiff":-1,"siebert":-1,"cardiff+opinion":-1,"siebert+opinion":-1,"vader+opinion":-1}},{"split":"heldout","movie":"Whalefall","rank":77,"human":0,"excerpt":"I don't really know anything about scuba diving, but wouldn't Jay have had a diving knife with him? 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And I keep posting this all over the place, I know, but bear with me, I just need ","vader":0.996,"cardiff":{"neutral":0.447,"negative":0.3451,"positive":0.2079},"siebert":{"positive":0.9978,"negative":0.0022},"opinion_prob":0.4033,"pred":{"vader":1,"cardiff":0,"siebert":1,"cardiff+opinion":0,"siebert+opinion":1,"vader+opinion":1}},{"split":"heldout","movie":"Klara and the Sun","rank":88,"human":0,"excerpt":"Yeah, my interpretation of the movie\u2019s ending was that Klara sees Josie as a hallucination, or at least sees some sort of past memory of her since her memory is so disjointed with the loss of the PEC-9. I\u2019m happy with anyone having any interpretation they want, I was just wonderi","vader":-0.126,"cardiff":{"neutral":0.7704,"negative":0.1768,"positive":0.0529},"siebert":{"positive":0.9937,"negative":0.0063},"opinion_prob":0.006,"pred":{"vader":-1,"cardiff":0,"siebert":1,"cardiff+opinion":0,"siebert+opinion":0,"vader+opinion":0}},{"split":"heldout","movie":"Klara and the Sun","rank":93,"human":1,"excerpt":"Same feelings I have. I thought some of the jokes were unnecessary but it was a good enough film to watch. I liked it and the visuals were nice and bright. It has its fault and characters are a bit underdeveloped but it still tries to convey the main theme of the book. 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It could've been made up podcast/interview or going to big TV shows Jimmy Fallon.","vader":0.211,"cardiff":{"negative":0.5229,"neutral":0.4185,"positive":0.0585},"siebert":{"negative":0.9947,"positive":0.0053},"opinion_prob":0.8976,"pred":{"vader":1,"cardiff":-1,"siebert":-1,"cardiff+opinion":-1,"siebert+opinion":-1,"vader+opinion":1}},{"split":"heldout","movie":"Verity","rank":30,"human":0,"excerpt":"Not to mention they would see she died of asphyxiation. While not always foul play, it would definitely look suspicious. Especially with hubby immediately hooking up with and impregnating the live in hot ghost writer. Just a little suspicious right?","vader":-0.838,"cardiff":{"negative":0.8128,"neutral":0.1803,"positive":0.007},"siebert":{"negative":0.9953,"positive":0.0047},"opinion_prob":0.3249,"pred":{"vader":-1,"cardiff":-1,"siebert":-1,"cardiff+opinion":-1,"siebert+opinion":0,"vader+opinion":0}},{"split":"heldout","movie":"Verity","rank":57,"human":0,"excerpt":"Haven\u2019t seen it brought up, but did no one else think her relationship with her agent was weird? I got the impression they were casually sleeping around, before her \u201cyou should focus on Becca\u201d.","vader":0.153,"cardiff":{"neutral":0.5483,"negative":0.4381,"positive":0.0137},"siebert":{"negative":0.9988,"positive":0.0012},"opinion_prob":0.5356,"pred":{"vader":1,"cardiff":0,"siebert":-1,"cardiff+opinion":0,"siebert+opinion":-1,"vader+opinion":1}},{"split":"heldout","movie":"Verity","rank":63,"human":0,"excerpt":"I laughed out loud when Verity said the babies sleep all night because they were exhausted from crying all day from being ignored. Idk but I was like damn thats funny. And then theater was silent I felt kinda bad for laughing.","vader":0.127,"cardiff":{"positive":0.3736,"neutral":0.3682,"negative":0.2582},"siebert":{"negative":0.7686,"positive":0.2314},"opinion_prob":0.127,"pred":{"vader":1,"cardiff":1,"siebert":0,"cardiff+opinion":0,"siebert+opinion":0,"vader+opinion":0}},{"split":"heldout","movie":"Verity","rank":64,"human":-1,"excerpt":"How Dakota talks to her lawyer friend about his love life like they've never talked before. Incredibly awkward. I didnt like the movie but he was her publisher, not lawyer and it was pretyy apparent that they had been casually hooking up but now she said he should try to get seri","vader":0.787,"cardiff":{"negative":0.8255,"neutral":0.1667,"positive":0.0077},"siebert":{"negative":0.9995,"positive":0.0005},"opinion_prob":0.9945,"pred":{"vader":1,"cardiff":-1,"siebert":-1,"cardiff+opinion":-1,"siebert+opinion":-1,"vader+opinion":1}},{"split":"heldout","movie":"Verity","rank":84,"human":-1,"excerpt":"Plot connivence.","vader":0.0,"cardiff":{"neutral":0.6928,"negative":0.2047,"positive":0.1025},"siebert":{"negative":0.9899,"positive":0.0101},"opinion_prob":0.3594,"pred":{"vader":0,"cardiff":0,"siebert":0,"cardiff+opinion":0,"siebert+opinion":0,"vader+opinion":0}},{"split":"heldout","movie":"Verity","rank":93,"human":1,"excerpt":"I understand, for time, why they cut some stuff but god the book is so much more fucked up and we could have gotten rid of the entire birthday sequence to dive more into the twin girls, her hating both then having the dream then mainly hating Harper and then the other twin accide","vader":-0.679,"cardiff":{"negative":0.8235,"neutral":0.1521,"positive":0.0244},"siebert":{"positive":0.9979,"negative":0.0021},"opinion_prob":0.9941,"pred":{"vader":-1,"cardiff":-1,"siebert":1,"cardiff+opinion":-1,"siebert+opinion":1,"vader+opinion":-1}},{"split":"heldout","movie":"Street Fighter","rank":34,"human":0,"excerpt":"I was kinda shocked she didn't get the spiked cuffs. and that they added full pants to her costume","vader":-0.252,"cardiff":{"negative":0.6833,"neutral":0.3004,"positive":0.0164},"siebert":{"negative":0.9994,"positive":0.0006},"opinion_prob":0.0534,"pred":{"vader":-1,"cardiff":-1,"siebert":-1,"cardiff+opinion":0,"siebert+opinion":0,"vader+opinion":0}},{"split":"heldout","movie":"Street Fighter","rank":53,"human":0,"excerpt":"People seems to be split about the fight scenes. IMO Ken vs Dhalsim, onsen fight, ken vs ryu in the hotel were great. Chun Li vs Vega and Juri could've used more lights and fewer cuts, ditto Ryu vs Ken alley fight. Parts of the prison break fight were memorable. Blanka and Okuma ","vader":-0.647,"cardiff":{"positive":0.489,"neutral":0.4601,"negative":0.0509},"siebert":{"positive":0.9981,"negative":0.0019},"opinion_prob":0.998,"pred":{"vader":-1,"cardiff":1,"siebert":1,"cardiff+opinion":1,"siebert+opinion":1,"vader+opinion":-1}},{"split":"heldout","movie":"Street Fighter","rank":60,"human":0,"excerpt":"NOW DRIVE! pause THE CAR!","vader":0.0,"cardiff":{"neutral":0.7236,"positive":0.2447,"negative":0.0317},"siebert":{"positive":0.9681,"negative":0.0319},"opinion_prob":0.342,"pred":{"vader":0,"cardiff":0,"siebert":0,"cardiff+opinion":0,"siebert+opinion":0,"vader+opinion":0}},{"split":"heldout","movie":"Street Fighter","rank":62,"human":0,"excerpt":"I was like what the fuck is that","vader":-0.25,"cardiff":{"negative":0.8743,"neutral":0.1132,"positive":0.0125},"siebert":{"negative":0.9995,"positive":0.0005},"opinion_prob":0.4856,"pred":{"vader":-1,"cardiff":-1,"siebert":-1,"cardiff+opinion":-1,"siebert+opinion":-1,"vader+opinion":-1}},{"split":"heldout","movie":"Street Fighter","rank":71,"human":-1,"excerpt":"If you don't want us to compare this Bison to the great Raul Julia's take, then don't have this one quote the \"it was Tuesday\" line.","vader":0.596,"cardiff":{"negative":0.5995,"neutral":0.3835,"positive":0.0171},"siebert":{"negative":0.9984,"positive":0.0016},"opinion_prob":0.9087,"pred":{"vader":1,"cardiff":-1,"siebert":-1,"cardiff+opinion":-1,"siebert+opinion":-1,"vader+opinion":1}},{"split":"heldout","movie":"Street Fighter","rank":74,"human":1,"excerpt":"This movie was absolutely idiotic, and I CANNOT WAIT to see the sequel.","vader":-0.598,"cardiff":{"negative":0.9354,"neutral":0.0481,"positive":0.0165},"siebert":{"negative":0.9995,"positive":0.0005},"opinion_prob":0.9997,"pred":{"vader":-1,"cardiff":-1,"siebert":-1,"cardiff+opinion":-1,"siebert+opinion":-1,"vader+opinion":-1}},{"split":"heldout","movie":"Street Fighter","rank":89,"human":0,"excerpt":"I think you\u2019ll be satisfied with the first 10 minutes or so!","vader":0.475,"cardiff":{"positive":0.7179,"neutral":0.2743,"negative":0.0078},"siebert":{"negative":0.9968,"positive":0.0032},"opinion_prob":0.6123,"pred":{"vader":1,"cardiff":1,"siebert":-1,"cardiff+opinion":1,"siebert+opinion":-1,"vader+opinion":1}},{"split":"heldout","movie":"Street Fighter","rank":94,"human":-1,"excerpt":"I don't know what happened with this film. Either there was a TON of studio interference or they passed the script through AI or something. Everything looks fine from a glance. Most of the actors fit their role well, the costume design is on-point, the fights ranged from eh to pr","vader":-0.98,"cardiff":{"negative":0.5817,"neutral":0.3323,"positive":0.086},"siebert":{"negative":0.9995,"positive":0.0005},"opinion_prob":0.9756,"pred":{"vader":-1,"cardiff":-1,"siebert":-1,"cardiff+opinion":-1,"siebert+opinion":-1,"vader+opinion":-1}},{"split":"heldout","movie":"Other Mommy","rank":42,"human":-1,"excerpt":"I don't know if this is the best way to describe it, but the movie had an almost uncanny valley feel to it. The way the characters spoke to each other, the things they said, the quick transitions between locations. I felt like I wasn't watching a real movie at times. I normally d","vader":0.214,"cardiff":{"negative":0.6796,"neutral":0.2668,"positive":0.0537},"siebert":{"negative":0.9994,"positive":0.0006},"opinion_prob":0.972,"pred":{"vader":1,"cardiff":-1,"siebert":-1,"cardiff+opinion":-1,"siebert+opinion":-1,"vader+opinion":1}},{"split":"heldout","movie":"Other Mommy","rank":54,"human":0,"excerpt":"Wow, that is a crazy ending in the book. No wonder people online were talking about how the movie would tackle it I honestly like grim endings like that and I personally would have preferred it. But I know for sure general audiences would have hated this bleak conclusion.","vader":-0.382,"cardiff":{"negative":0.7149,"neutral":0.205,"positive":0.0801},"siebert":{"negative":0.9987,"positive":0.0013},"opinion_prob":0.993,"pred":{"vader":-1,"cardiff":-1,"siebert":-1,"cardiff+opinion":-1,"siebert+opinion":-1,"vader+opinion":-1}},{"split":"heldout","movie":"Other Mommy","rank":64,"human":0,"excerpt":"When they set out all the weapons they had in the house on a table?? Like did you not see frank unsuccessfully try to shoot the entity? You\u2019re just giving it sharp things to kill you with!","vader":0.4,"cardiff":{"negative":0.8656,"neutral":0.1261,"positive":0.0084},"siebert":{"negative":0.9995,"positive":0.0005},"opinion_prob":0.973,"pred":{"vader":1,"cardiff":-1,"siebert":-1,"cardiff+opinion":-1,"siebert+opinion":-1,"vader+opinion":1}},{"split":"heldout","movie":"Other Mommy","rank":67,"human":0,"excerpt":"A lot of the decisions you just described can likely be explained with them trying to keep some semblance of normalcy for Bela Especially with their little \u201cparty\u201d before the final fight when Bela calls them out and says they could stop pretending As for the strangers at the rest","vader":-0.564,"cardiff":{"neutral":0.7441,"negative":0.2016,"positive":0.0543},"siebert":{"negative":0.9932,"positive":0.0068},"opinion_prob":0.0183,"pred":{"vader":-1,"cardiff":0,"siebert":-1,"cardiff+opinion":0,"siebert+opinion":0,"vader+opinion":0}},{"split":"heldout","movie":"Other Mommy","rank":73,"human":1,"excerpt":"Maybe I'm a dunce or something but I found it to be good and actually recommended it to people. I think there's a lack of empathy for the story being told here. There's a marriage that started off on the wrong foot. Unwanted motherhood. An affair. This is all happening while the ","vader":0.962,"cardiff":{"negative":0.6438,"neutral":0.3135,"positive":0.0427},"siebert":{"positive":0.9988,"negative":0.0012},"opinion_prob":0.9884,"pred":{"vader":1,"cardiff":-1,"siebert":1,"cardiff+opinion":-1,"siebert+opinion":1,"vader+opinion":1}},{"split":"heldout","movie":"Other Mommy","rank":85,"human":0,"excerpt":"This movie is absolutely insane, sometimes in good ways, sometimes in bad ways. It was doing too much and too little at the same time. Chastain gives a killer performance though, bravo. I like that everyone can just see the entity off the bat. Hate how they dealt with that after.","vader":-0.201,"cardiff":{"positive":0.5815,"neutral":0.2273,"negative":0.1912},"siebert":{"negative":0.9941,"positive":0.0059},"opinion_prob":0.9998,"pred":{"vader":-1,"cardiff":1,"siebert":-1,"cardiff+opinion":1,"siebert+opinion":-1,"vader+opinion":-1}},{"split":"heldout","movie":"Other Mommy","rank":88,"human":0,"excerpt":"The Coraline comparisons are driving me crazy. I\u2019ve read and loved the book source material, and this is wholly different. People say that it\u2019s copying Coraline, but that\u2019s only because of the name \u201cOther Mommy.\u201d However, \u201cOther Mommy\u201d is the best name for a woman-like monster tr","vader":0.82,"cardiff":{"negative":0.5477,"neutral":0.3225,"positive":0.1298},"siebert":{"positive":0.9983,"negative":0.0017},"opinion_prob":0.7663,"pred":{"vader":1,"cardiff":-1,"siebert":1,"cardiff+opinion":-1,"siebert+opinion":1,"vader+opinion":1}},{"split":"heldout","movie":"Other Mommy","rank":93,"human":0,"excerpt":"I haven\u2019t seen it and by all accounts it\u2019s not good but I am tired of horror movies that spend a lot of runtime leading on if the monster is real and/or no one believing the main character. You can still have tension without using those tropes.","vader":-0.883,"cardiff":{"negative":0.8996,"neutral":0.0941,"positive":0.0063},"siebert":{"negative":0.9995,"positive":0.0005},"opinion_prob":0.9348,"pred":{"vader":-1,"cardiff":-1,"siebert":-1,"cardiff+opinion":-1,"siebert+opinion":-1,"vader+opinion":-1}}],"heldout_correct_by_movie":{"Forgotten Island":{"vader":5,"cardiff":6,"siebert":8,"cardiff+opinion":6,"siebert+opinion":8,"vader+opinion":7,"n":8},"Wicker":{"vader":7,"cardiff":7,"siebert":7,"cardiff+opinion":7,"siebert+opinion":5,"vader+opinion":6,"n":8},"You Can See Everything":{"vader":3,"cardiff":3,"siebert":3,"cardiff+opinion":4,"siebert+opinion":4,"vader+opinion":4,"n":8},"Primetime":{"vader":3,"cardiff":3,"siebert":5,"cardiff+opinion":3,"siebert+opinion":5,"vader+opinion":4,"n":8},"Wildwood":{"vader":2,"cardiff":4,"siebert":4,"cardiff+opinion":4,"siebert+opinion":4,"vader+opinion":3,"n":8},"Sense and Sensibility":{"vader":2,"cardiff":4,"siebert":4,"cardiff+opinion":6,"siebert+opinion":6,"vader+opinion":4,"n":8},"Clayface":{"vader":4,"cardiff":6,"siebert":4,"cardiff+opinion":5,"siebert+opinion":5,"vader+opinion":5,"n":8},"Heart of the Beast":{"vader":2,"cardiff":3,"siebert":3,"cardiff+opinion":3,"siebert+opinion":3,"vader+opinion":2,"n":8},"Resident Evil":{"vader":3,"cardiff":4,"siebert":5,"cardiff+opinion":3,"siebert+opinion":4,"vader+opinion":3,"n":8},"Whalefall":{"vader":6,"cardiff":6,"siebert":3,"cardiff+opinion":6,"siebert+opinion":4,"vader+opinion":7,"n":8},"Klara and the Sun":{"vader":3,"cardiff":5,"siebert":5,"cardiff+opinion":5,"siebert+opinion":6,"vader+opinion":4,"n":8},"Verity":{"vader":0,"cardiff":3,"siebert":4,"cardiff+opinion":4,"siebert+opinion":5,"vader+opinion":2,"n":8},"Street Fighter":{"vader":2,"cardiff":3,"siebert":3,"cardiff+opinion":4,"siebert+opinion":4,"vader+opinion":3,"n":8},"Other Mommy":{"vader":1,"cardiff":2,"siebert":2,"cardiff+opinion":2,"siebert+opinion":3,"vader+opinion":2,"n":8}},"comparisons":{"siebert+opinion vs vader":{"a_right_b_wrong":32,"b_right_a_wrong":9,"mcnemar_exact_p":0.00043},"cardiff vs vader":{"a_right_b_wrong":21,"b_right_a_wrong":5,"mcnemar_exact_p":0.00249},"siebert+opinion vs cardiff":{"a_right_b_wrong":18,"b_right_a_wrong":11,"mcnemar_exact_p":0.26493},"siebert+opinion vs cardiff+opinion":{"a_right_b_wrong":13,"b_right_a_wrong":9,"mcnemar_exact_p":0.52347},"accuracy_diff_siebert+opinion_minus_vader_bootstrap95":[0.098,0.312]},"selection":"Thresholds were picked on the 37 dev comments only (best macro-F1). The model to adopt was picked by dev macro-F1 (siebert+opinion was best on dev: 0.752), then confirmed on the 112 held-out comments, which no threshold or choice was fitted to.","labels_note":"All labels were made by the agent (Grok Bot) that built this site, from the comment text alone, without seeing model outputs. They are one annotator's judgment, not an independent or multi-rater gold set.","adopted":"siebert+opinion"}