{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001053091,0.0003922694,0.0007608569,0.0002938301,0.0002381552,0.00005297336,0.0004326327,0.0003598616,0.0001033077],"category_scores_gemma":[0.00001301046,0.0005042739,0.000299638,0.00001120552,0.0002062043,0.0001059492,0.0005681659,0.0003470964,0.0005875931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001498581,"about_ca_system_score_gemma":0.0000252006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002851419,"about_ca_topic_score_gemma":0.0002294807,"domain_scores_codex":[0.9986355,0.000006654754,0.0002884524,0.0006368389,0.00007897345,0.000353594],"domain_scores_gemma":[0.9987904,0.0001026662,0.0003859814,0.0005431675,0.0000437241,0.0001340275],"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":[0.00003407502,0.000009064574,0.0003480816,0.0001047505,0.0003629057,0.0001753935,0.0009896151,6.863173e-7,5.542446e-7,0.9739794,0.02336198,0.0006334676],"study_design_scores_gemma":[0.0005787261,0.00004686385,0.000231887,0.000116637,0.00007140945,0.000004252197,0.0001808467,0.000003846266,0.0000135922,0.008727673,0.9895107,0.0005135587],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001643818,0.0007819117,0.00004434676,0.0001181029,0.001356615,0.0003089875,0.0008473928,0.0002086612,0.9961696],"genre_scores_gemma":[0.004124298,0.00145533,0.00003788931,0.00008075795,0.0002204421,0.000001943939,0.00006458793,0.00007988384,0.9939349],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9661487,"threshold_uncertainty_score":0.9997409,"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."}}