{"id":"W1586678474","doi":"10.7202/1005807ar","title":"From City of God to City of Men: The Representation of Violence in Brazilian Cinema and Television","year":2011,"lang":"en","type":"article","venue":"Cinémas Revue d études cinématographiques","topic":"Cultural, Media, and Literary Studies","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Movie theater; Drama; Representation (politics); Context (archaeology); Narrative; Poverty; Sociology; Media studies; Film industry; Aesthetics; History; Art; Visual arts; Literature; Art history; Political science; Law; Politics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002399576,0.0001870012,0.0005351759,0.0002323765,0.00008283121,0.00001893433,0.0002446515,0.00005401304,0.0002390209],"category_scores_gemma":[0.0001101759,0.0001289151,0.00012989,0.0002374883,0.0005202667,0.0002520568,0.000119344,0.0001141728,6.170174e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007592987,"about_ca_system_score_gemma":0.00001115936,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007177824,"about_ca_topic_score_gemma":0.005378762,"domain_scores_codex":[0.9986068,0.0001083847,0.0006575407,0.0002912607,0.0001756703,0.0001603235],"domain_scores_gemma":[0.9988143,0.0002102632,0.0003208471,0.0003629784,0.0002368616,0.00005478621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002441488,0.0002938564,0.559135,0.000399824,0.0001640156,0.000004556047,0.3529958,8.880129e-7,0.002310683,0.07800773,0.0006629304,0.005780576],"study_design_scores_gemma":[0.0006255871,0.0004981128,0.9139732,0.00226609,0.0001050136,0.000002874776,0.03959615,0.00002399967,0.02596309,0.006828,0.009790261,0.0003276807],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.980397,0.00110118,0.000009597565,0.000265811,0.0001023932,0.0004234804,0.00007559831,0.0000251819,0.01759975],"genre_scores_gemma":[0.9977458,0.001610797,0.000319385,0.00007293575,0.0001217054,0.0000263368,0.00001537504,0.00001111692,0.00007661648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3548381,"threshold_uncertainty_score":0.9994335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06399874240992694,"score_gpt":0.2651810365017219,"score_spread":0.201182294091795,"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."}}