{"id":"W4394950741","doi":"10.25071/fnpmj104","title":"What triumph? Whose cinema?","year":2024,"lang":"en","type":"article","venue":"Canada Watch","topic":"Cinema and Media Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Movie theater; Art; History; 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":[0.0001245492,0.0001060675,0.0002386263,0.00005301514,0.00005521308,0.0001145938,0.00010344,0.00003734744,0.0005396856],"category_scores_gemma":[0.00005633214,0.0001078765,0.00005417115,0.0002023771,0.00002102555,0.000191906,0.00003399809,0.0001023193,0.0002519157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001788363,"about_ca_system_score_gemma":0.000132131,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1944167,"about_ca_topic_score_gemma":0.4797102,"domain_scores_codex":[0.9991858,0.000002817102,0.000258232,0.0002734239,0.00003617437,0.0002435337],"domain_scores_gemma":[0.9996157,0.00005621153,0.00003172491,0.0001860747,0.00001538115,0.00009485545],"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":[0.000002108628,0.000006238393,0.001905771,0.00006862599,0.00004899004,0.00007402237,0.000417121,0.000003592121,0.000008695129,0.01298525,0.9811965,0.003283128],"study_design_scores_gemma":[0.0001300928,0.00001175759,0.001377047,0.00004021879,0.000005185993,0.000005060331,0.0004030579,0.0001706463,0.00008980027,0.003095086,0.9945276,0.000144382],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.226931,0.2621644,0.0002335979,0.3871709,0.03652992,0.0004799618,0.0003226722,0.0002178987,0.08594964],"genre_scores_gemma":[0.9445454,0.003485253,0.00003281142,0.001166528,0.000479221,0.0000257955,0.0000154026,0.00002337158,0.05022625],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7176144,"threshold_uncertainty_score":0.8109478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02153710616302039,"score_gpt":0.2049088945148992,"score_spread":0.1833717883518789,"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."}}