{"id":"W3109848415","doi":"10.5117/9789463727235_ch04","title":"Cinema Hangs Tough","year":2021,"lang":"en","type":"book-chapter","venue":"","topic":"Visual Culture and Art Theory","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Movie theater; Art; Point (geometry); Aesthetics; Literature; Visual arts; Mathematics","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00004256342,0.0002234873,0.0002610622,0.00003902703,0.0001746049,0.0001610953,0.0001056942,0.0001082803,0.2502825],"category_scores_gemma":[0.000003829761,0.0001635016,0.0001911713,0.000002084832,0.0001242375,0.00007110229,0.00006591274,0.0001835232,0.003008901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001072399,"about_ca_system_score_gemma":0.00002392345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001511665,"about_ca_topic_score_gemma":0.0006920237,"domain_scores_codex":[0.9993231,0.000005216056,0.0001771558,0.0002208414,0.0001406904,0.0001329402],"domain_scores_gemma":[0.9995615,0.00002094768,0.00005557091,0.0002066073,0.000107503,0.0000478718],"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":[0.000001918901,0.000005715729,2.130435e-8,0.00001865432,0.00004339817,0.00002646869,0.002487648,1.476564e-8,0.000004108564,0.7493383,0.2470188,0.001054876],"study_design_scores_gemma":[0.0000639799,0.00003651196,4.522139e-8,0.00009280255,0.00004216243,0.000003862167,0.0006325122,2.235135e-7,0.00003420667,0.06784614,0.9310082,0.0002393535],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000005713256,0.001024373,0.000003494946,0.0004080521,0.0006701914,0.00007631483,0.0000299451,0.0001076074,0.9976743],"genre_scores_gemma":[0.0006858511,0.00006937837,0.00001354903,0.002569324,0.003230514,0.00000322413,0.0001297397,0.00004311237,0.9932553],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6839893,"threshold_uncertainty_score":0.9977674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04979286481003339,"score_gpt":0.2360573687319096,"score_spread":0.1862645039218762,"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."}}