{"id":"W2014398137","doi":"10.1080/1360144x.2014.908095","title":"La pédagogie de l’enseignement supérieur: repères théoriques et applications pratiques. Tome 1: Enseigner au supérieur [Teaching and learning in higher education: theoretical frameworks and practical applications. Volume 1: Teaching in higher education]","year":2014,"lang":"fr","type":"article","venue":"The International Journal for Academic Development","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Sociology; Pedagogy","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":[0.005964562,0.0006397296,0.0005944904,0.001734492,0.003766598,0.01248859,0.001598271,0.003813699,0.0100005],"category_scores_gemma":[0.01469879,0.0005107379,0.0005340134,0.002769904,0.02020057,0.01682921,0.004410429,0.009708743,0.001950169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007217167,"about_ca_system_score_gemma":0.006798263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009799798,"about_ca_topic_score_gemma":0.008913953,"domain_scores_codex":[0.9940391,0.004198075,0.0001445577,0.0004226021,0.0008586039,0.000337055],"domain_scores_gemma":[0.9876057,0.01013847,0.0004173886,0.0003901065,0.0009619435,0.000486439],"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":[0.000007576799,0.00002047086,0.0002790152,0.000139167,0.000004304029,0.0001096141,0.02573455,0.0001436127,0.00009972484,0.9314032,0.01980284,0.02225608],"study_design_scores_gemma":[0.00000759428,0.00002809389,0.001126681,0.0009795574,0.000007401017,0.0003771198,0.02170575,0.0008152697,0.0002439501,0.4248068,0.549884,0.00001777775],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01517798,0.1616819,0.05888581,0.1458716,0.003877917,0.00007879274,0.00006502377,0.0002575168,0.6141035],"genre_scores_gemma":[0.6632618,0.09817419,0.0244751,0.01390386,0.002718924,0.0003402676,0.0001473641,0.0005357299,0.1964427],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01248859,"threshold_uncertainty_score":0.05236447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09402277745519268,"score_gpt":0.4597358422351654,"score_spread":0.3657130647799728,"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."}}