{"id":"W218888489","doi":"","title":"Diversity or Dumb Realism","year":2001,"lang":"en","type":"article","venue":"Cineaction!","topic":"Cinema and Media Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Politics; Movie theater; Originality; Corporation; Alliance; Diversity (politics); Civilization; Sociology; Law; Media studies; Political science; Political economy; History; Creativity","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002135266,0.0006633887,0.0005434054,0.002060245,0.01450204,0.007704329,0.001510335,0.004351037,0.01963371],"category_scores_gemma":[0.006017298,0.0002561871,0.0005832118,0.001758078,0.04113315,0.009599465,0.004161044,0.007273636,0.001869395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03033461,"about_ca_system_score_gemma":0.01075937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3503734,"about_ca_topic_score_gemma":0.3282383,"domain_scores_codex":[0.9976364,0.0006482924,0.00003441779,0.0003951874,0.0006258156,0.0006599277],"domain_scores_gemma":[0.9980848,0.0007225307,0.00009709388,0.0002766847,0.0004745751,0.0003443354],"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":[0.000003463566,0.000002257922,0.00002949103,0.000006236987,0.000001209912,0.00001744435,0.0006989263,0.00003753699,0.00001265819,0.9784412,0.01904289,0.001706689],"study_design_scores_gemma":[0.000009617504,0.000004367449,0.0002581635,0.0001338523,0.00000285704,0.00003926657,0.001696644,0.0001707088,0.00003675704,0.6754243,0.3222104,0.00001302356],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.005783753,0.01667264,0.002598662,0.1906216,0.002455968,0.00001457654,0.0001440684,0.00003881717,0.7816699],"genre_scores_gemma":[0.7150798,0.0136966,0.001780725,0.0663292,0.004032896,0.00005692881,0.0002225769,0.0001726118,0.1986286],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.3503734,"threshold_uncertainty_score":0.696668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08088511510895958,"score_gpt":0.2373403495242868,"score_spread":0.1564552344153272,"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."}}