{"id":"W2786214166","doi":"","title":"Quelle place pour les données probantes en didactique du Français ? Conférence invitée par le comité scientifique du colloque de l’Association Internationale pour la Recherche en Didactique du Français (AiRDF) - Université du Québec à Montréal","year":2016,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"French Language Learning Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07237866,0.001381327,0.002038393,0.01052633,0.008969778,0.02498456,0.003763608,0.004608483,0.0146617],"category_scores_gemma":[0.176834,0.001664583,0.002249093,0.01371705,0.009214658,0.01380855,0.005412273,0.006625362,0.00191066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06329537,"about_ca_system_score_gemma":0.06724928,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9070438,"about_ca_topic_score_gemma":0.8715704,"domain_scores_codex":[0.9439277,0.02460549,0.003770293,0.007061079,0.01692197,0.003713552],"domain_scores_gemma":[0.7897432,0.1113031,0.007371872,0.01453593,0.07010619,0.006939671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001040441,0.0002585358,0.1541259,0.00213867,0.000884977,0.001846093,0.1012572,0.008482181,0.005654669,0.1919384,0.06621636,0.4661565],"study_design_scores_gemma":[0.0001467842,0.0002037342,0.174436,0.004050704,0.0004776821,0.001479635,0.1142339,0.02860304,0.00718437,0.04760679,0.6207939,0.0007835278],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.3206372,0.06051892,0.1754234,0.295924,0.003969026,0.0005973264,0.01325484,0.001910237,0.1277651],"genre_scores_gemma":[0.8543369,0.01244397,0.06836761,0.004537881,0.0007633495,0.0003681997,0.004781826,0.0009242028,0.05347611],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.09295619,"threshold_uncertainty_score":0.4592422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03038254075240854,"score_gpt":0.2539194232530287,"score_spread":0.2235368825006202,"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."}}