{"id":"W2287466541","doi":"10.7202/1035198ar","title":"Vers un modèle d’apprentissage réflexif. Recueil de traces d’apprentissage formulées dans les log books des stagiaires en médecine","year":2016,"lang":"fr","type":"article","venue":"Approches inductives Travail intellectuel et construction des connaissances","topic":"Innovations in Medical Education","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01228492,0.001158793,0.0006098346,0.008383589,0.005188081,0.01742248,0.002496204,0.003238616,0.01639548],"category_scores_gemma":[0.05767817,0.001026015,0.001072758,0.00727565,0.03059468,0.03017084,0.005684363,0.00396834,0.002833703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009644814,"about_ca_system_score_gemma":0.009203198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02462091,"about_ca_topic_score_gemma":0.01662213,"domain_scores_codex":[0.9859744,0.008530317,0.0007167197,0.001788106,0.002504671,0.0004857675],"domain_scores_gemma":[0.9468921,0.03845392,0.003468085,0.004648966,0.005730016,0.0008069313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006913651,0.00002842253,0.002168227,0.0003422347,0.00002375152,0.0003487206,0.1985493,0.0006585546,0.0003094794,0.770111,0.002587268,0.02480381],"study_design_scores_gemma":[0.00005915979,0.0001318532,0.004331716,0.002363116,0.00007243406,0.0008927919,0.1235419,0.004959271,0.001244197,0.6220742,0.2401873,0.0001422211],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1179306,0.00831611,0.3697666,0.03633666,0.0009505083,0.0008072574,0.002297634,0.001106975,0.4624876],"genre_scores_gemma":[0.8530826,0.003106606,0.0882787,0.001616465,0.0002157347,0.0008866783,0.001024845,0.0007043853,0.05108388],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02462091,"threshold_uncertainty_score":0.06997842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03962755649043155,"score_gpt":0.3006448441655492,"score_spread":0.2610172876751176,"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."}}