{"id":"W1997149549","doi":"10.1386/fiin.1.4.19","title":"In the Shadows of Hollywood: Continuity and Changes in Canada's Film Industry","year":2003,"lang":"en","type":"article","venue":"Film International","topic":"Cultural Industries and Urban Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hollywood; Dominance (genetics); Perspective (graphical); Film industry; Art; Advertising; Art history; Visual arts; Movie theater; Business; Chemistry","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":[0.0003194452,0.00004254084,0.00006427935,0.00003114352,0.00003833146,0.0000220915,0.0001548926,0.0000654446,0.001144282],"category_scores_gemma":[0.0002133851,0.0000319531,0.000007594227,0.0001286934,0.00005160848,0.00005695,0.00001814846,0.0001751997,6.940433e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000185039,"about_ca_system_score_gemma":0.0004435908,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7762102,"about_ca_topic_score_gemma":0.9904984,"domain_scores_codex":[0.9993757,0.00006610677,0.0001129216,0.00007871778,0.000255827,0.0001107022],"domain_scores_gemma":[0.9997951,0.0000689116,0.00004685739,0.00003517715,0.00003069687,0.00002325093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007984869,0.00003748866,0.8132992,0.000002802471,0.00001285051,0.00002174862,0.01272341,0.00001924937,0.00002201632,0.01743876,0.1536501,0.002764377],"study_design_scores_gemma":[0.0002063996,0.000005371676,0.3504186,0.0000211691,9.804107e-7,0.000001936428,0.01985325,0.00001323481,0.00014807,0.0003475417,0.6289228,0.00006065036],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9264691,0.00005153422,3.196604e-7,0.01445758,0.0003182089,0.0001078784,0.00002595598,0.000001794285,0.0585676],"genre_scores_gemma":[0.989776,0.0000243391,0.00001714759,0.0004616515,0.00004576005,0.00001061759,0.000004213657,0.000001304367,0.009659002],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4752727,"threshold_uncertainty_score":0.9997688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02887165969370383,"score_gpt":0.2755635799837803,"score_spread":0.2466919202900765,"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."}}