{"id":"W1527252615","doi":"10.1080/14680777.2013.826268","title":"Melodrama and Gendered Mediation","year":2013,"lang":"en","type":"article","venue":"Feminist Media Studies","topic":"Cinema and Media Studies","field":"Economics, Econometrics and Finance","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Mediation; Sociology; Psychology; Social psychology; Political science; Social science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0002299432,0.0001730524,0.0004982785,0.0001272182,0.0001745066,0.00004140453,0.00009043693,0.00006390113,0.0001563784],"category_scores_gemma":[0.001223539,0.0001639269,0.00005049777,0.0001372074,0.0002185197,0.0001260779,0.0001295524,0.00009350329,0.001075267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004308326,"about_ca_system_score_gemma":0.000008429092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004693042,"about_ca_topic_score_gemma":0.00004989403,"domain_scores_codex":[0.9988674,0.000008613588,0.0004464863,0.0003394445,0.00005231839,0.0002857398],"domain_scores_gemma":[0.9991392,0.0003334279,0.0001820226,0.0001781622,0.00006385967,0.0001033504],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001982641,0.0001594819,0.4397008,0.0003266347,0.0009984974,0.00001668284,0.1133683,9.142827e-7,0.0001176704,0.1481969,0.2818351,0.01525923],"study_design_scores_gemma":[0.002426212,0.0002076149,0.4796815,0.00006289986,0.0000572139,0.00001990554,0.04790281,0.0001783729,0.000210199,0.1551548,0.313024,0.001074491],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7916127,0.1252449,0.00008255748,0.01448177,0.004307674,0.0007917127,0.0001390247,0.0001921252,0.06314753],"genre_scores_gemma":[0.9888991,0.008130946,0.0006355529,0.0005443776,0.0004268653,0.0002156137,0.00001484769,0.00001818063,0.001114477],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1972865,"threshold_uncertainty_score":0.9997025,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.057391767096686,"score_gpt":0.2498380270337689,"score_spread":0.1924462599370829,"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."}}