{"id":"W4392741301","doi":"10.1353/nef.2023.a921978","title":"Dictionnaire historique des gens du livre au Québec by Josée Vincent et Marie-Pier Luneau (review)","year":2023,"lang":"fr","type":"article","venue":"Nouvelles études francophones/Nouvelles etudes francophones","topic":"Historical and Literary Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art","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","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.003252563,0.002429893,0.003045592,0.0005940465,0.007752764,0.0002214432,0.0022516,0.001482898,0.007098573],"category_scores_gemma":[0.001478137,0.002389656,0.001698905,0.006691999,0.004723036,0.001387736,0.001014115,0.00232114,0.009949295],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.009302367,"about_ca_system_score_gemma":0.006748206,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3099842,"about_ca_topic_score_gemma":0.3691177,"domain_scores_codex":[0.9862739,0.001936668,0.002801728,0.002777626,0.002679701,0.0035304],"domain_scores_gemma":[0.9920157,0.002806354,0.001117522,0.001505062,0.001013332,0.001542036],"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":[0.0002617055,0.002221542,0.01575821,0.005098695,0.001003132,0.000281768,0.2502031,0.0001506558,0.0005575635,0.004273524,0.6779445,0.04224559],"study_design_scores_gemma":[0.001513668,0.0006156038,0.01024676,0.003620998,0.0003473611,0.00002893398,0.02908931,0.0001462677,0.0001119245,0.0002563335,0.9514945,0.002528351],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.2234341,0.6427529,0.0004756868,0.05739909,0.05908834,0.002755765,0.001079379,0.001921245,0.01109349],"genre_scores_gemma":[0.3981881,0.5116498,0.0005581404,0.004654241,0.004732857,0.0007275452,0.0002403848,0.0003612762,0.0788877],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.27355,"threshold_uncertainty_score":0.9999806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0151573536802132,"score_gpt":0.2520257609390001,"score_spread":0.2368684072587869,"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."}}