{"id":"W2149076077","doi":"10.7202/009935ar","title":"Formation pédagogique des professeurs d’université et conceptions de l’enseignement","year":2005,"lang":"fr","type":"article","venue":"Revue des sciences de l éducation","topic":"Evaluation of Teaching Practices","field":"Social Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Humanities; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.008096508,0.0001568712,0.0001342838,0.0001828224,0.003434031,0.0003313608,0.0004908905,0.0001630123,0.0006609712],"category_scores_gemma":[0.00133832,0.0001838431,0.00008314254,0.0008928283,0.00250222,0.00482398,0.00005504377,0.0002843596,0.0002623898],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005889605,"about_ca_system_score_gemma":0.001894463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002430576,"about_ca_topic_score_gemma":0.01333599,"domain_scores_codex":[0.9960704,0.002237188,0.0003370605,0.0003203454,0.000479674,0.0005553061],"domain_scores_gemma":[0.9983969,0.0004709974,0.0004565832,0.0001797158,0.0003097307,0.0001861199],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000005697382,0.0002535567,0.001700518,0.0001228204,0.00001251163,0.000001014439,0.7271876,0.008344241,0.0006750378,0.2015895,0.004170746,0.0559368],"study_design_scores_gemma":[0.0005704068,0.0005645129,0.04827269,0.001114408,0.0002995565,0.0001895213,0.5504096,0.08502089,0.001125568,0.07191144,0.2396937,0.0008277444],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7748523,0.003242997,0.03859063,0.1132955,0.0009339695,0.000492331,0.000009232096,0.0001218506,0.06846116],"genre_scores_gemma":[0.9074143,0.002897033,0.07589225,0.0009625597,0.0004400972,0.00003601476,0.00001317566,0.00001065417,0.01233394],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.235523,"threshold_uncertainty_score":0.9979266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6127455969007793,"score_gpt":0.5280433481612761,"score_spread":0.08470224873950327,"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."}}