{"id":"W4401857932","doi":"","title":"Apprendre et enseigner : fondamentalement une relation entre un individu et un contexte","year":2023,"lang":"fr","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003744278,0.0002800726,0.0002241899,0.001161828,0.008064199,0.01133671,0.0007626768,0.002812795,0.007403],"category_scores_gemma":[0.0123864,0.0002306012,0.0002922375,0.00104321,0.01169381,0.007376648,0.005032034,0.002917562,0.000724369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002020421,"about_ca_system_score_gemma":0.002961395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01374359,"about_ca_topic_score_gemma":0.01500105,"domain_scores_codex":[0.9953486,0.003006592,0.0001286178,0.0004457268,0.0005394722,0.000530873],"domain_scores_gemma":[0.9921253,0.0037136,0.001281641,0.0004215392,0.0009233571,0.001534465],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001108667,0.0001706192,0.06162048,0.000137093,0.00005270754,0.00345123,0.7030954,0.0001805864,0.001263662,0.1845357,0.005723158,0.03965849],"study_design_scores_gemma":[0.00001251131,0.00008101302,0.0621402,0.00027856,0.00005544961,0.00368676,0.7010573,0.0003699704,0.000801913,0.04215044,0.1892714,0.00009446358],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8078532,0.003725698,0.003795899,0.03052978,0.0004678151,0.00002823084,0.0000651918,0.00003355169,0.1535008],"genre_scores_gemma":[0.9900546,0.0005719745,0.0005192216,0.0007022512,0.00008329909,0.000009587242,0.00001343317,0.00001427043,0.00803135],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01374359,"threshold_uncertainty_score":0.02732718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07457912151174936,"score_gpt":0.3511684796276793,"score_spread":0.27658935811593,"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."}}