{"id":"W3201485997","doi":"10.7202/1080462ar","title":"À quelles conditions la notion de style d’apprentissage peut-elle devenir heuristique pour le champ de l’éducation?","year":2021,"lang":"fr","type":"article","venue":"Éducation et francophonie","topic":"Educational Assessment and Pedagogy","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.004464184,0.0006169875,0.0004327789,0.001801157,0.00480748,0.01114553,0.0009920633,0.002125897,0.006859135],"category_scores_gemma":[0.01202505,0.000164175,0.0003164239,0.001926703,0.02008099,0.007759718,0.003131061,0.003264812,0.001313043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007826057,"about_ca_system_score_gemma":0.006366692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04320247,"about_ca_topic_score_gemma":0.06037233,"domain_scores_codex":[0.994633,0.002644809,0.0002197826,0.000587059,0.001072621,0.0008428199],"domain_scores_gemma":[0.9934762,0.002553072,0.0009104103,0.000662144,0.001277339,0.001120954],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00008578513,0.00004550895,0.0119806,0.0002261118,0.00001604953,0.0002481944,0.1722069,0.000179583,0.0006415957,0.7481002,0.007753354,0.05851619],"study_design_scores_gemma":[0.00002676739,0.0001210465,0.04269108,0.001573686,0.00002668748,0.0008414055,0.1714124,0.0005251848,0.0008240586,0.1324394,0.6493968,0.0001213348],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2286051,0.01089533,0.01907905,0.07277118,0.002233019,0.00009129874,0.0002439162,0.00009691932,0.6659842],"genre_scores_gemma":[0.964754,0.002476212,0.002304585,0.001897815,0.000329088,0.00006176886,0.0000526703,0.00004940609,0.02807439],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04320247,"threshold_uncertainty_score":0.08590198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0611608037693905,"score_gpt":0.4096976413123244,"score_spread":0.348536837542934,"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."}}