{"id":"W4391240937","doi":"10.5117/9789463724067_ch06","title":"Defeats that Were Almost Victories","year":2023,"lang":"en","type":"book-chapter","venue":"Amsterdam University Press eBooks","topic":"Cinema and Media Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"History","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":[0.005574092,0.0007197603,0.0006560538,0.001086699,0.006400512,0.009732579,0.000978764,0.00319623,0.02221515],"category_scores_gemma":[0.01675948,0.0003307907,0.0004645922,0.0008583954,0.01166214,0.01115505,0.005893077,0.008621056,0.006810502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003605948,"about_ca_system_score_gemma":0.00161052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00290751,"about_ca_topic_score_gemma":0.004033744,"domain_scores_codex":[0.9943668,0.002033812,0.0002259087,0.001217775,0.001288614,0.0008670369],"domain_scores_gemma":[0.9961158,0.001267952,0.0003164505,0.0007442663,0.0009474615,0.0006080115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001232491,0.00004613465,0.0007935367,0.0001439438,0.00005314524,0.0002705555,0.01095388,0.0001381142,0.000508397,0.7981762,0.1421699,0.04662299],"study_design_scores_gemma":[0.000006858464,0.00003278103,0.0005641253,0.0001809268,0.00001117712,0.0001355187,0.005765407,0.0000816947,0.0002810725,0.04867942,0.9442454,0.00001568664],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04666894,0.01610048,0.007952303,0.1573639,0.0207106,0.00008483131,0.0005309912,0.0002794529,0.7503085],"genre_scores_gemma":[0.6412948,0.008115256,0.002720837,0.04145297,0.006436146,0.0001137943,0.0003497455,0.0007286216,0.2987879],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02221515,"threshold_uncertainty_score":0.0743171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06752473917874144,"score_gpt":0.1984840096021951,"score_spread":0.1309592704234536,"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."}}