{"id":"W4392079375","doi":"10.1093/oxfordhb/9780190496692.013.25","title":"Unlikely Allies","year":2024,"lang":"en","type":"book-chapter","venue":"Oxford University Press eBooks","topic":"Cinema and Media Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Hollywood; Filmmaking; Publicity; Boom; Creativity; Film industry; Political science; Movie theater; Aesthetics; Sociology; Media studies; Engineering; Visual arts; History; Art; Art history; Law","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":[],"consensus_categories":[],"category_scores_codex":[0.0007480034,0.0006252651,0.0003980556,0.001027902,0.004990588,0.005444233,0.0007771915,0.001791984,0.1607363],"category_scores_gemma":[0.002687451,0.0002942788,0.0003277649,0.0007118993,0.003811357,0.004706129,0.003289926,0.004096405,0.03733714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003014942,"about_ca_system_score_gemma":0.001217494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005860019,"about_ca_topic_score_gemma":0.009783165,"domain_scores_codex":[0.9992373,0.0002138847,0.00002412842,0.0001656507,0.000204011,0.0001549179],"domain_scores_gemma":[0.9993768,0.000188425,0.0000503345,0.0001167754,0.0001441226,0.0001235818],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003218724,0.00002083799,0.0002768786,0.00006440099,0.000005089887,0.0001640182,0.002259433,0.00008674491,0.0001197763,0.710062,0.2549291,0.03197953],"study_design_scores_gemma":[0.000001747421,0.000004745741,0.0001011615,0.00004685299,0.000001131208,0.00005414974,0.0004490062,0.00002442988,0.00004261468,0.009905942,0.9893661,0.000002155087],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001809828,0.002489569,0.0009258029,0.01154437,0.001493352,0.00002550912,0.0001721198,0.00007563765,0.9814637],"genre_scores_gemma":[0.05641321,0.002655535,0.0005493404,0.006116867,0.0009100247,0.00004333373,0.0001972211,0.0001206753,0.9329938],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1607363,"threshold_uncertainty_score":0.5377164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0398405433291336,"score_gpt":0.1881300642760344,"score_spread":0.1482895209469008,"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."}}