{"id":"W4417125256","doi":"10.1515/9781474403023","title":"ReFocus","year":2016,"lang":"en","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":"Film director; Studio; Battle; Hollywood; Style (visual arts); Metropolitan area","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001514748,0.0003004797,0.000666536,0.0002849572,0.0001524002,0.00002311002,0.0004568291,0.0003632053,0.0004843826],"category_scores_gemma":[0.00003423774,0.0003251228,0.0002565438,0.00001244575,0.0001902805,0.00008251252,0.0003609339,0.0002916234,0.0001411216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004186389,"about_ca_system_score_gemma":0.00007913303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009972076,"about_ca_topic_score_gemma":0.0000100222,"domain_scores_codex":[0.9987073,0.000006590608,0.0002961156,0.0005767294,0.00006115416,0.0003521352],"domain_scores_gemma":[0.998822,0.0000848593,0.0003857973,0.0005074489,0.00005451474,0.0001453184],"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":[0.00002147507,0.000007429315,0.00002727026,0.00002082602,0.000145477,0.00005935112,0.0002119506,7.425027e-8,0.000001056698,0.3862939,0.6122704,0.0009408177],"study_design_scores_gemma":[0.0006572878,0.00003666923,0.00001145329,0.0001050682,0.00003776792,0.000002472746,0.0000188842,0.000001546997,0.00001391731,0.01233484,0.986374,0.0004060886],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001689522,0.001700353,0.0001694238,0.0001572001,0.001775013,0.0002369866,0.0005666541,0.0001077648,0.9952697],"genre_scores_gemma":[0.000137243,0.000983486,0.00004898616,0.0000552838,0.001084043,0.000001780619,0.00001758966,0.00003398514,0.9976376],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3741036,"threshold_uncertainty_score":0.9999201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03278195448904851,"score_gpt":0.1890265434301794,"score_spread":0.1562445889411309,"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."}}