{"id":"W4400604188","doi":"10.1093/aesthj/ayae003","title":"Cinema, displayed","year":2024,"lang":"en","type":"article","venue":"The British Journal of Aesthetics","topic":"Cinema and Media Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Movie theater; Art; Art history","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006040556,0.0000667335,0.0002353606,0.00006045388,0.000147696,0.0002752742,0.0001960878,0.00003055469,0.00009386033],"category_scores_gemma":[0.00007992183,0.00005814286,0.0001533077,0.0001416504,0.00007948317,0.00008397355,0.00003083448,0.0002588714,0.0001507876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002468862,"about_ca_system_score_gemma":0.00001714713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004877355,"about_ca_topic_score_gemma":0.00002801843,"domain_scores_codex":[0.9992572,0.000009810899,0.0004593081,0.00008436442,0.00004593796,0.0001433742],"domain_scores_gemma":[0.9996051,0.0000592523,0.0001473166,0.00009780398,0.00004034194,0.00005024418],"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":[0.00005360634,0.0002558837,0.003775899,0.0001926462,0.0005512866,0.002981221,0.005282762,0.0003021355,0.0000397241,0.203742,0.5630159,0.2198069],"study_design_scores_gemma":[0.0004123324,0.0001864069,0.003842423,0.0003677505,0.00003987239,0.007138292,0.0003568841,0.0005625174,0.00002875019,0.07773571,0.9091614,0.0001676787],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6954613,0.2556238,0.002540637,0.0200997,0.00375478,0.0001289907,0.00006447501,0.00003491033,0.02229149],"genre_scores_gemma":[0.9771646,0.01850849,0.0002003722,0.0003114538,0.0004693352,0.00000154895,0.000001148032,0.000020421,0.003322672],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3461455,"threshold_uncertainty_score":0.2654475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01977614789820669,"score_gpt":0.2221530039262058,"score_spread":0.2023768560279991,"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."}}