{"id":"W2949538377","doi":"10.4000/books.ugaeditions.9978","title":"La vision du genre épistolaire dans la collection « Modèles français » destinée à l’enseignement secondaire catholique en Belgique francophone durant un siècle : constances et évolution","year":2019,"lang":"fr","type":"book-chapter","venue":"","topic":"Historical Linguistics and Language Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"French; Humanities; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"theoretical_or_conceptual","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001434239,0.0004505412,0.0003269952,0.004063255,0.006950299,0.007422528,0.0006118978,0.0009319161,0.009712649],"category_scores_gemma":[0.001983197,0.0002708355,0.0002678822,0.005602489,0.008856237,0.001969543,0.001603413,0.001907465,0.0009014928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01942292,"about_ca_system_score_gemma":0.01146574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4425199,"about_ca_topic_score_gemma":0.5386391,"domain_scores_codex":[0.9989566,0.0003798183,0.00003758009,0.000144546,0.0002353898,0.0002459607],"domain_scores_gemma":[0.9983379,0.0004935685,0.0002251403,0.0001331896,0.000483402,0.0003267865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001037273,0.00003069227,0.009577916,0.0002203959,0.00001807812,0.0005265189,0.1157677,0.000374941,0.001473258,0.6956898,0.06850062,0.1077163],"study_design_scores_gemma":[0.000005212092,0.00001631844,0.01886312,0.0001297155,0.000007283707,0.0002849989,0.01118376,0.0001450303,0.0001598778,0.002932595,0.9662557,0.00001634715],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1775976,0.05602956,0.01116023,0.02648357,0.00196152,0.0001052202,0.0009733178,0.0002938914,0.7253951],"genre_scores_gemma":[0.7745966,0.009004236,0.004045381,0.0009209379,0.0004791463,0.00007965794,0.0004060173,0.0002780298,0.21019],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4425199,"threshold_uncertainty_score":0.8798883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00793162630736526,"score_gpt":0.2084583705055731,"score_spread":0.2005267441982078,"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."}}