{"id":"W3200911493","doi":"10.7202/1080455ar","title":"Problématique de la nature du style d’apprentissage","year":2021,"lang":"fr","type":"article","venue":"Éducation et francophonie","topic":"Evaluation of Teaching Practices","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Saint Paul University; Université du Québec en Outaouais","funders":"","keywords":"Humanities; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.006158717,0.0001997895,0.0002100828,0.00007085087,0.0005756583,0.0003959389,0.0003249008,0.0006720647,0.009071959],"category_scores_gemma":[0.005849581,0.0002434941,0.0001280204,0.0007530872,0.0003455714,0.001129783,0.0000695113,0.001300479,0.0009121633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005958517,"about_ca_system_score_gemma":0.003819317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001412499,"about_ca_topic_score_gemma":0.001798445,"domain_scores_codex":[0.9920362,0.006164561,0.000353907,0.000432377,0.0006425073,0.0003704664],"domain_scores_gemma":[0.9965737,0.002065662,0.0003870144,0.0003826682,0.0004106748,0.0001802998],"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":[0.00001396379,0.001690865,0.006216432,0.0003122559,0.0001463152,0.00004840779,0.2655074,0.0008907545,0.001260569,0.4024474,0.2845383,0.03692738],"study_design_scores_gemma":[0.000374743,0.00002015492,0.01670734,0.0001899215,0.00005750408,0.00003984206,0.01789164,0.0004591821,0.0008175106,0.01379612,0.9493719,0.0002740748],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1846782,0.01851591,0.004435698,0.3491786,0.01553791,0.0004530679,0.00003462011,0.0002012892,0.4269647],"genre_scores_gemma":[0.9191093,0.002692548,0.008737003,0.002870283,0.001240504,0.00006591982,0.00005342409,0.00003728376,0.06519377],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7344311,"threshold_uncertainty_score":0.9998658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03189906047891607,"score_gpt":0.3963732189382939,"score_spread":0.3644741584593779,"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."}}