{"id":"W2798303816","doi":"10.32870/cys.v0i15.1143","title":"Agentes del sector cinematográfico y la diversidad cultural en Colombia","year":2015,"lang":"es","type":"article","venue":"Comunicación y Sociedad","topic":"Media and Digital Communication","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Humanities; Political science; Geography; Philosophy","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":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009868351,0.0004460195,0.0005445716,0.000112889,0.0003890857,0.001345106,0.003959746,0.0003698924,0.00005848234],"category_scores_gemma":[0.0007480029,0.0004242615,0.0003210822,0.0007281605,0.0005183619,0.001317027,0.003184133,0.0006426268,0.0008514878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002380044,"about_ca_system_score_gemma":0.0004199669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001263558,"about_ca_topic_score_gemma":0.00001423212,"domain_scores_codex":[0.9965221,0.0009133708,0.0005461244,0.0006118995,0.0007861078,0.0006204121],"domain_scores_gemma":[0.9953017,0.001028543,0.0003264445,0.002191969,0.0005002421,0.0006511518],"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":[0.0002018705,0.001884522,0.04154246,0.0003505576,0.0005997578,0.0001724249,0.06616325,0.0002100394,0.001806577,0.4602894,0.3942681,0.03251111],"study_design_scores_gemma":[0.007335165,0.001411058,0.03708022,0.0008200941,0.0003320253,0.000238842,0.0169783,0.06343164,0.001229302,0.01478896,0.8534288,0.002925588],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7701463,0.0136808,0.005983789,0.01050761,0.001987217,0.001095373,0.00009913991,0.0008855416,0.1956142],"genre_scores_gemma":[0.9904215,0.001014385,0.005778518,0.000616023,0.0001649131,0.0000287797,0.00008248261,0.00003393877,0.001859435],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4591607,"threshold_uncertainty_score":0.9999264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06546595024212092,"score_gpt":0.3102549377452898,"score_spread":0.2447889875031689,"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."}}