{"id":"W4322764202","doi":"10.1126/science.adg9997","title":"Science at Sundance 2023 <b>Poacher</b> , <i>Richie Mehta, director</i> , QC Entertainment, 2022, 125 minutes. <b>Deep Rising</b> , <i>Matthieu Rytz, director</i> , Roco Films, 2022, 93 minutes. <b>The Pod Generation</b> , <i>Sophie Barthes, director</i> , MK2, 2022, 109 minutes. <b>The Longest Goodbye</b> , <i>Ido Mizrahy, director</i> , Autlook Filmsales, 2022, 87 minutes. <b>Is There Anybody Out There?</b> , <i>Ella Glendining, director</i> , Hot Property Films Ltd, 2023, 87 minutes. <b>Fantastic Machine</b> , <i>Axel Danielson and Maximilien Van Aertryck, directors</i> , See-Through Films, 2023, 88 minutes. <b>The Eternal Memory</b> , <i>Maite Alberdi, director</i> , Micromundo/Fabula, 2023, 85 minutes.","year":2023,"lang":"en","type":"article","venue":"Science","topic":"Literature, Film, and Journalism Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Entertainment; Art; Visual arts","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000663989,0.0009954206,0.0004147002,0.001314862,0.003758773,0.004805557,0.0006412795,0.001351631,0.7536421],"category_scores_gemma":[0.002504819,0.000501115,0.0004636492,0.0010777,0.0004914599,0.001999236,0.002352585,0.002173977,0.6106527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001706889,"about_ca_system_score_gemma":0.001580974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009629273,"about_ca_topic_score_gemma":0.04802043,"domain_scores_codex":[0.9994178,0.00006598946,0.00001621199,0.00009882535,0.0002813802,0.0001198129],"domain_scores_gemma":[0.9983621,0.00008815993,0.00005353946,0.0000894692,0.0006078286,0.0007989101],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001141475,0.000009100781,0.00004317,0.00001742424,7.673641e-7,0.00002232501,0.00004557109,0.000006992186,0.0002005254,0.0004554648,0.986183,0.01300429],"study_design_scores_gemma":[0.000002337591,0.000008562385,0.0003623071,0.00002152204,6.877239e-7,0.000025496,0.000142827,0.00001270429,0.00006733265,0.0001129632,0.9992414,0.000001818586],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.0007176338,0.001811376,0.0005389902,0.006391383,0.008733541,0.0001052257,0.001364654,0.001561668,0.9787756],"genre_scores_gemma":[0.001195959,0.0004690928,0.0002173484,0.0005431664,0.0004377877,0.00002153591,0.000454037,0.0003338556,0.9963272],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.7536421,"threshold_uncertainty_score":0.3513995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02201632054271551,"score_gpt":0.2362769507853735,"score_spread":0.214260630242658,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}