{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008060493,0.0009312108,0.001076868,0.0002516769,0.002562103,0.0002283674,0.0002647719,0.0007961518,0.003771632],"category_scores_gemma":[0.0002364886,0.0008349484,0.000451277,0.00007321335,0.001780179,0.0001405932,0.0001782007,0.001055717,0.0002737522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008561222,"about_ca_system_score_gemma":0.0005013508,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01395237,"about_ca_topic_score_gemma":0.02914903,"domain_scores_codex":[0.9965608,0.0004535616,0.001009207,0.0009000124,0.0005580648,0.0005183273],"domain_scores_gemma":[0.9971983,0.001049595,0.0005091071,0.0004399679,0.0006195019,0.0001835167],"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":[0.0001122212,0.0002419527,0.0001110734,0.0005819555,0.0003026963,0.0003752264,0.06333072,0.000104921,0.0001519629,0.9268956,0.002333064,0.005458567],"study_design_scores_gemma":[0.002121268,0.001232286,0.1546876,0.002271064,0.0005633975,0.0003007993,0.02297736,0.001591793,0.000158062,0.004592123,0.80699,0.002514302],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.009642173,0.009375602,0.003704363,0.0003680869,0.002691932,0.001069146,0.0007733072,0.0002109607,0.9721645],"genre_scores_gemma":[0.8932653,0.00374668,0.001008614,0.0002566068,0.0006007208,0.00007388711,0.0001743713,0.0001431352,0.1007307],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9223035,"threshold_uncertainty_score":0.9994102,"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."}}