{"id":"W4210371362","doi":"10.1386/fm.3.2.74_7","title":"Reviews Films","year":2012,"lang":"en","type":"article","venue":"Film Matters","topic":"Cinema and Media Studies","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Waltz; Representation (politics); Art history; Art; Law; Political science","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":["insufficient_payload"],"category_scores_codex":[0.0002430994,0.00008043747,0.0002441919,0.00005891403,0.00004156196,0.00001108261,0.00007689448,0.0000257372,0.00271463],"category_scores_gemma":[0.00005785783,0.00007936449,0.00007567653,0.0000755103,0.00002092661,0.0001199352,0.00003393239,0.00005281666,0.01188441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001569215,"about_ca_system_score_gemma":0.000001267461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002729353,"about_ca_topic_score_gemma":0.000002176376,"domain_scores_codex":[0.9993622,0.000004860438,0.0002556741,0.0001150566,0.0000124409,0.0002498151],"domain_scores_gemma":[0.9996315,0.00001780771,0.000103572,0.0001727743,0.000003563706,0.0000707537],"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":[0.000001124658,0.00002130197,0.06071497,0.00003125469,0.0000119735,3.385325e-7,0.0006734207,3.280367e-7,0.00001342364,0.006703655,0.9311501,0.0006781509],"study_design_scores_gemma":[0.0001092034,0.000006640325,0.02589002,0.00001098693,0.000002879121,0.000001805621,0.000061787,0.00001176956,0.00002312026,0.0002977769,0.9734777,0.0001062875],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1946371,0.1374671,0.001875698,0.04687166,0.01545351,0.001350906,0.0003534641,0.0002720228,0.6017185],"genre_scores_gemma":[0.8769944,0.006375495,0.005206665,0.04274693,0.001390726,0.0002646479,0.00006178817,0.00007551517,0.06688382],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6823574,"threshold_uncertainty_score":0.998197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05010830687333603,"score_gpt":0.2371050653650212,"score_spread":0.1869967584916852,"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."}}