{"id":"W7113405082","doi":"","title":"Documentary & Defiance","year":2023,"lang":"en","type":"book-chapter","venue":"Pure (Coventry University)","topic":"Cinema and Media Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Global Health Research","funders":"","keywords":"Appeasement; Mainstream; Resistance (ecology); State (computer science); Race (biology); Refugee","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003379061,0.0005715567,0.0002426996,0.001420975,0.00205314,0.005197929,0.000685869,0.001346069,0.2088173],"category_scores_gemma":[0.001655226,0.0002509134,0.0001805218,0.001157812,0.001386305,0.002302876,0.001592382,0.001728484,0.08004901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001843846,"about_ca_system_score_gemma":0.0009409094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008708527,"about_ca_topic_score_gemma":0.01586841,"domain_scores_codex":[0.9996719,0.0000706799,0.00001682338,0.00005970673,0.0001383324,0.00004247697],"domain_scores_gemma":[0.9995735,0.0001442629,0.00004259485,0.00008571635,0.0001019123,0.00005207921],"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":[0.00001358849,0.00001239667,0.0001141274,0.0001073349,0.00000174442,0.0001456979,0.00147674,0.00003915271,0.0002983575,0.07307822,0.8642055,0.0605071],"study_design_scores_gemma":[7.47379e-7,0.000001943185,0.0001083445,0.00005894295,3.500413e-7,0.0000596645,0.0001950494,0.000008943432,0.00005333347,0.0009078738,0.9986038,0.000001109428],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004897944,0.002227959,0.0002529113,0.001235061,0.0009917977,0.00002057122,0.0003052744,0.0001187708,0.9943579],"genre_scores_gemma":[0.006821837,0.001561151,0.0002287184,0.0004441123,0.0002847881,0.00001796919,0.0002745679,0.0001155799,0.9902514],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2088173,"threshold_uncertainty_score":0.6985635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04579151140230606,"score_gpt":0.1914015982698355,"score_spread":0.1456100868675294,"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."}}