{"id":"W7110109742","doi":"10.1515/9781474424271","title":"ReFocus","year":2018,"lang":"","type":"book","venue":"Edinburgh University Press eBooks","topic":"Cinema and Media Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hollywood; Studio; Publicity; State (computer science); Innovator; Performance art; Film director","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":[],"consensus_categories":[],"category_scores_codex":[0.001405589,0.0007039064,0.0003683023,0.001498088,0.003011419,0.008597268,0.001371275,0.002611818,0.4969421],"category_scores_gemma":[0.008364965,0.0002745214,0.0003821983,0.001176031,0.00116766,0.005563123,0.005323684,0.002564288,0.2976782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00284188,"about_ca_system_score_gemma":0.003004036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004222007,"about_ca_topic_score_gemma":0.008858719,"domain_scores_codex":[0.9977958,0.0003766827,0.00008349386,0.0003533323,0.001049986,0.0003407575],"domain_scores_gemma":[0.9964516,0.0003681045,0.0001518549,0.0005269652,0.001766817,0.0007347081],"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":[0.00001490854,0.00001011218,0.0001285528,0.00009036907,0.000001668443,0.00007425565,0.0006612791,0.0000118451,0.0001522816,0.01925107,0.9107074,0.0688963],"study_design_scores_gemma":[0.000001134942,0.000002791354,0.00007939108,0.00004445259,4.703523e-7,0.00003337016,0.0001994841,0.000005166098,0.000032843,0.0009898677,0.9986091,0.000001912726],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001126701,0.002052006,0.001376921,0.01498913,0.01264352,0.00009990179,0.0009193612,0.0006785231,0.9661139],"genre_scores_gemma":[0.008236011,0.001392626,0.0006412603,0.006058331,0.002195704,0.00005440522,0.0008166977,0.0006202609,0.9799846],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4969421,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03732857273628955,"score_gpt":0.1983739536078107,"score_spread":0.1610453808715211,"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."}}