{"id":"W1877892266","doi":"10.7202/1013234ar","title":"La formation des enseignants en tant que transmission d’une forme socioculturelle","year":2012,"lang":"fr","type":"article","venue":"Phronesis","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Humanities; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002915908,0.0001811289,0.0001955084,0.00004833783,0.001227423,0.00003699231,0.0001698923,0.0003992632,0.0005145501],"category_scores_gemma":[0.0002334085,0.0001705404,0.0001337884,0.0003413597,0.00107623,0.001383092,0.00001474571,0.0002083691,0.0002262012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000335607,"about_ca_system_score_gemma":0.0002072342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001084237,"about_ca_topic_score_gemma":0.0001170306,"domain_scores_codex":[0.9974731,0.001189315,0.0003063405,0.0001735986,0.0002740471,0.0005836475],"domain_scores_gemma":[0.9983371,0.001077186,0.0001486816,0.0001015321,0.0001184849,0.0002170547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005544251,0.000322558,0.00267519,0.0001685912,0.00004650003,3.176814e-7,0.7853184,0.000005281075,0.0006818154,0.08388369,0.003916671,0.1229755],"study_design_scores_gemma":[0.0003352468,0.00004319854,0.02713671,0.0001952387,0.0001243989,0.00001478679,0.3686618,0.00009146037,0.0005190529,0.009703937,0.5928311,0.0003430768],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8572348,0.02765096,0.01381469,0.03158885,0.003444185,0.0005051483,0.0000340454,0.0001401316,0.06558719],"genre_scores_gemma":[0.9749489,0.009539379,0.004814196,0.0002100169,0.002779876,0.00005064133,0.00004126204,0.0000211326,0.007594602],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5889145,"threshold_uncertainty_score":0.9440472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2272937739544851,"score_gpt":0.4140993803618913,"score_spread":0.1868056064074062,"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."}}