{"id":"W3128492836","doi":"10.7202/1074937ar","title":"Pour une exégèse des écrits de l’historien Louis Bergeron","year":2021,"lang":"fr","type":"article","venue":"Ethnologies","topic":"Historical Studies and Socio-cultural Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001501771,0.0003038329,0.0004981381,0.00004389052,0.004438509,0.0002047516,0.0002489323,0.0002712662,0.002539438],"category_scores_gemma":[0.0007360912,0.000256305,0.00037436,0.0002405415,0.001534878,0.0001996529,0.0002419618,0.0004166339,0.0004131476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003326037,"about_ca_system_score_gemma":0.0001021608,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01415976,"about_ca_topic_score_gemma":0.0198394,"domain_scores_codex":[0.9981828,0.0001620429,0.0003430083,0.0004060629,0.0002068239,0.0006992201],"domain_scores_gemma":[0.998802,0.0002596565,0.0001079102,0.000275841,0.0004399286,0.0001146616],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001723558,0.0003434572,0.0006500307,0.0002967764,0.0006283747,0.0004341646,0.3816853,0.00004042947,0.0003357535,0.2692369,0.273218,0.07311351],"study_design_scores_gemma":[0.0001735558,0.00008271442,0.0002405008,0.00009585957,0.0002562915,0.000008714322,0.08269903,0.0000128402,0.0001926129,0.05234786,0.8635403,0.0003497455],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.2489982,0.2579718,0.0001452309,0.4587914,0.00254344,0.00008220225,0.00007559623,0.0002793892,0.03111273],"genre_scores_gemma":[0.1243569,0.07023937,0.001646405,0.0006564431,0.001602891,0.00002038824,0.00002577393,0.0000363278,0.8014154],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7703027,"threshold_uncertainty_score":0.9999889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04905267727991227,"score_gpt":0.2640522064272702,"score_spread":0.2149995291473579,"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."}}