{"id":"W4405088321","doi":"10.29173/af29478","title":"linguistique du discours en classe de FL2 : objet ou moyen d’enseignement ?","year":2024,"lang":"fr","type":"article","venue":"ALTERNATIVE FRANCOPHONE","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy; Sociology","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005964857,0.0005588413,0.0005710815,0.0003019589,0.0005341857,0.0009340327,0.000437493,0.0001688128,0.007835424],"category_scores_gemma":[0.0004092795,0.0005181756,0.0004911632,0.0002023509,0.0005417341,0.0001857447,0.0001777013,0.0006357959,0.001489549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004625631,"about_ca_system_score_gemma":0.0004310354,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02322206,"about_ca_topic_score_gemma":0.00426667,"domain_scores_codex":[0.9970603,0.0002191452,0.0006463644,0.0007406468,0.0005390521,0.0007944877],"domain_scores_gemma":[0.998171,0.0004287563,0.0001675474,0.0004342647,0.0004949289,0.0003035576],"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":[0.00004868207,0.0004995762,0.0001796675,0.0004389085,0.001870199,0.003208374,0.06684839,0.0007319014,0.00007845366,0.7803198,0.1374734,0.008302629],"study_design_scores_gemma":[0.0005452334,0.0002194486,0.0002337603,0.0008807541,0.0005609581,0.00002330079,0.01408766,0.02409474,0.0005649313,0.05290017,0.9051833,0.0007057132],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08033314,0.1525011,0.01010531,0.06465794,0.08724614,0.00096363,0.003211162,0.0004415275,0.60054],"genre_scores_gemma":[0.8378289,0.007272666,0.0003955841,0.0009110269,0.06153339,0.00007079912,0.0001117892,0.000120227,0.09175565],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7677099,"threshold_uncertainty_score":0.999727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01485100232210605,"score_gpt":0.2892766373395427,"score_spread":0.2744256350174367,"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."}}