{"id":"W2209045182","doi":"10.4000/ripes.990","title":"La formation d’enseignants universitaires nouvellement recrutés : quelles retombées ?","year":2015,"lang":"fr","type":"article","venue":"Revue internationale de pédagogie de l’enseignement supérieur","topic":"Evaluation of Teaching Practices","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Humanities; Sociology; Political science; Philosophy","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":[0.01218411,0.00048407,0.0006272341,0.001740743,0.01620513,0.01783978,0.001880418,0.002657077,0.02195921],"category_scores_gemma":[0.02062681,0.0004916771,0.000679678,0.002768688,0.01458719,0.01580323,0.01248094,0.005202569,0.003979769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01984286,"about_ca_system_score_gemma":0.03318784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06056485,"about_ca_topic_score_gemma":0.0800005,"domain_scores_codex":[0.9824488,0.008472953,0.0005316895,0.001883846,0.003145387,0.003517183],"domain_scores_gemma":[0.9802028,0.004520033,0.002259647,0.001653275,0.003840996,0.007523262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008550017,0.0001448637,0.02412097,0.0002991772,0.00003265381,0.0006480539,0.4904191,0.0003470558,0.001280454,0.3768211,0.01217841,0.09362267],"study_design_scores_gemma":[0.00001923053,0.00014062,0.02506576,0.0007291816,0.00002424459,0.0002929427,0.4251691,0.0004311692,0.001009981,0.0329091,0.5141163,0.00009227591],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6428956,0.007539316,0.01855734,0.08508222,0.0008640584,0.0002459251,0.0002043075,0.0002585012,0.2443526],"genre_scores_gemma":[0.9442729,0.001845079,0.002870631,0.00250947,0.00009088485,0.0001079713,0.00009512133,0.0001121132,0.04809581],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06056485,"threshold_uncertainty_score":0.1439707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1965461862750732,"score_gpt":0.3923540013854075,"score_spread":0.1958078151103343,"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."}}