{"id":"W4247625095","doi":"10.1386/jicms.4.1.143_5","title":"Book Reviews","year":2015,"lang":"en","type":"article","venue":"Journal of Italian Cinema and Media Studies","topic":"Italian Fascism and Post-war Society","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art; Art history; Movie theater; History","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":[],"consensus_categories":[],"category_scores_codex":[0.001938251,0.000101306,0.0004093335,0.00005057025,0.0001972082,0.00003298714,0.0001291672,0.00005553057,0.00004251059],"category_scores_gemma":[0.002191281,0.00006903082,0.0001243761,0.000141273,0.0003650949,0.0003241577,0.0000353353,0.0001236341,0.0000252606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000530075,"about_ca_system_score_gemma":0.0001554736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001727706,"about_ca_topic_score_gemma":0.00009936497,"domain_scores_codex":[0.9988059,0.0001521563,0.0003748068,0.00008186413,0.000381619,0.0002036109],"domain_scores_gemma":[0.9987797,0.000159625,0.0002754842,0.00007236732,0.0004011391,0.0003117065],"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":[0.000009648285,0.00001446767,0.00102304,0.00002400043,0.00005389575,0.00002410171,0.1162886,6.092753e-8,0.000006099671,0.0004865332,0.8793449,0.002724655],"study_design_scores_gemma":[0.0003705006,0.00007958179,0.0003524339,0.0001223898,0.00006057539,0.00001742896,0.09182798,1.159708e-7,0.00001215885,0.000653398,0.9064224,0.00008105943],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03990793,0.9006715,0.00001338185,0.03407339,0.004046831,0.0002424651,0.000006071835,0.00001951946,0.02101891],"genre_scores_gemma":[0.1749509,0.7118771,0.003737109,0.01896835,0.0126723,0.00001685744,0.000003450037,0.00004916454,0.07772477],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1887944,"threshold_uncertainty_score":0.2814995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08465106253511001,"score_gpt":0.358204622134185,"score_spread":0.273553559599075,"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."}}