{"id":"W4402247424","doi":"10.1525/fq.2024.78.1.79","title":"Breaking Boundaries","year":2024,"lang":"en","type":"article","venue":"Film Quarterly","topic":"Cinema and Media Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001256558,0.00008962841,0.0001846728,0.0001225788,0.0001247773,0.0003401054,0.00007622112,0.00003860467,0.0006497263],"category_scores_gemma":[0.00001930497,0.00009359202,0.00008043859,0.0001395013,0.00006919644,0.0001614152,0.000009656565,0.00008723063,0.003299966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002893854,"about_ca_system_score_gemma":0.00001852631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001226386,"about_ca_topic_score_gemma":0.00007239846,"domain_scores_codex":[0.9993101,0.000002841724,0.0002375218,0.0002352337,0.00002024727,0.0001940729],"domain_scores_gemma":[0.9997436,0.00003526533,0.00003389224,0.0001412883,0.000008636168,0.00003725996],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004464887,0.00002309532,0.003969139,0.0001261333,0.0001035919,0.00004552596,0.01592821,7.442778e-7,0.00002476472,0.8301534,0.1200414,0.02957951],"study_design_scores_gemma":[0.00009610285,0.0001052321,0.00474859,0.00003100863,0.000004445455,0.000008672625,0.0004197245,0.000480087,0.000009843305,0.04495364,0.949006,0.0001366719],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3867666,0.06510786,0.009266057,0.01281981,0.01693237,0.000410631,0.0005591505,0.0009140365,0.5072235],"genre_scores_gemma":[0.9900223,0.00003455718,0.0001766098,0.0001480701,0.0003592814,0.00002135283,0.000009871463,0.00001632606,0.009211637],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8289646,"threshold_uncertainty_score":0.9974761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02018759336538439,"score_gpt":0.2243735566016144,"score_spread":0.20418596323623,"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."}}