{"id":"W7162202995","doi":"10.59236/emro.v25i8a8036","title":"Fight Like Hell","year":2023,"lang":"","type":"article","venue":"Educational Media Reviews Online","topic":"Cinema and Media Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Battle; Publicity; Movie theater; State (computer science); Clothing; Hollywood; Immigration","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003313219,0.0008757439,0.0003495315,0.000444885,0.005072374,0.004674762,0.0005648588,0.001383822,0.4631277],"category_scores_gemma":[0.001398277,0.0003516093,0.0004101531,0.0002905409,0.001290963,0.003835643,0.004451568,0.003536412,0.2216961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007683325,"about_ca_system_score_gemma":0.0004463947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003218817,"about_ca_topic_score_gemma":0.01036454,"domain_scores_codex":[0.9996601,0.00007804493,0.000008100493,0.0000649116,0.00008949825,0.00009925751],"domain_scores_gemma":[0.9996382,0.00004068178,0.00002153354,0.00003630462,0.00008159928,0.0001815885],"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":[0.00002197081,0.00002053939,0.0001588211,0.00004733527,0.000003101823,0.000112626,0.002651675,0.000009338939,0.0003696007,0.005926323,0.9643007,0.02637806],"study_design_scores_gemma":[0.000002204686,0.000006268154,0.000243521,0.00003439023,9.821786e-7,0.00006508876,0.002139234,0.000008009693,0.00004762287,0.0002543179,0.997196,0.000002319476],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00202109,0.0008668832,0.0006416221,0.006208746,0.00484373,0.00007752144,0.0003743907,0.0004786972,0.9844875],"genre_scores_gemma":[0.009161026,0.0005180347,0.0003737408,0.002318527,0.0004751266,0.0000307859,0.0001480424,0.0002613008,0.9867135],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4631277,"threshold_uncertainty_score":0.7657832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0950822547803583,"score_gpt":0.3146829891074693,"score_spread":0.219600734327111,"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."}}