{"id":"W4410833262","doi":"10.26034/vd.fpeq.2012.132","title":"Formation professionnalisante et culture d’enseignement : l’exemple de la formation des enseignants du secondaire à l’Université de Sherbrooke","year":2012,"lang":"fr","type":"article","venue":"Formation et pratiques d’enseignement en question","topic":"Educational Practices and Policies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007406122,0.0004484001,0.0003056664,0.000235488,0.00213113,0.0004008387,0.0002774564,0.0006019608,0.001149595],"category_scores_gemma":[0.0004352329,0.0004564374,0.0001734171,0.0004193958,0.0003250968,0.01557204,0.0001535815,0.0006361722,0.0001978842],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005345542,"about_ca_system_score_gemma":0.000730569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001694509,"about_ca_topic_score_gemma":0.002992823,"domain_scores_codex":[0.991294,0.005814748,0.0008890208,0.0002525822,0.0008166519,0.0009329737],"domain_scores_gemma":[0.9973392,0.000480963,0.001073399,0.000255648,0.0004728828,0.0003778357],"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":[0.00007608115,0.0004630704,0.0005031563,0.0006146083,0.00004670625,0.000002214249,0.6810496,0.0002504188,0.001471158,0.2121002,0.0983672,0.005055599],"study_design_scores_gemma":[0.000998232,0.000385791,0.01459591,0.001380371,0.0002562689,0.0002491887,0.1944684,0.006412078,0.007505355,0.009194481,0.7638003,0.0007536715],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.75179,0.005905077,0.07247239,0.02555521,0.001242762,0.001871286,0.0001701626,0.0003649494,0.1406282],"genre_scores_gemma":[0.9622769,0.01328081,0.008141379,0.003509712,0.0006551267,0.0001946538,0.00100034,0.00004401128,0.01089706],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6654331,"threshold_uncertainty_score":0.9997888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02827481495320357,"score_gpt":0.3358764719558631,"score_spread":0.3076016570026596,"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."}}