{"id":"W4205936768","doi":"10.1177/17483727211062086","title":"Book Review: <i>The Origins of the Star System: Persona, Publicity, and Economics in Early Cinema</i> by Andrew Shail","year":2021,"lang":"en","type":"article","venue":"Nineteenth Century Theatre and Film","topic":"Cinema and Media Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Movie theater; Publicity; Persona; Star (game theory); Art; Art history; Media studies; Sociology; Political science; Humanities; Law; Physics; Astrophysics","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":[0.0008026914,0.000881211,0.001306891,0.003152134,0.001189952,0.0050335,0.001265107,0.00305761,0.05609803],"category_scores_gemma":[0.004779525,0.000453667,0.0003852237,0.00710266,0.001798842,0.003589708,0.001157371,0.003790413,0.02345508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004110261,"about_ca_system_score_gemma":0.004635406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0198649,"about_ca_topic_score_gemma":0.04871406,"domain_scores_codex":[0.9993369,0.0001131257,0.00003526652,0.00008708517,0.0003675802,0.00005995685],"domain_scores_gemma":[0.9956439,0.002010548,0.0002635647,0.00009695153,0.001669935,0.0003150389],"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":[0.000002733249,0.000002563065,0.00001579752,0.000137935,0.000001608504,0.000003305592,0.00001609893,0.00001780295,0.000008475029,0.001779427,0.9859765,0.01203779],"study_design_scores_gemma":[0.000004010548,0.000004192814,0.0001946601,0.0005955274,0.000003621508,0.00002230433,0.00004364207,0.00001513333,0.00001366659,0.0009967925,0.998102,0.000004389462],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.0001959847,0.7644901,0.0002932195,0.1077647,0.05049133,0.00002831222,0.0005940644,0.0000598052,0.07608254],"genre_scores_gemma":[0.004475292,0.6485267,0.0002934343,0.0338342,0.05528199,0.000083165,0.0006141623,0.0001337068,0.2567573],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.05609803,"threshold_uncertainty_score":0.1876666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008435531874221922,"score_gpt":0.1842670848656218,"score_spread":0.1758315529913999,"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."}}