{"id":"W2521373146","doi":"","title":"LA FORMATION D'ENSEIGNANTS QUALIFIÉS EN SCIENCES: UNE SOLUTION ORIGINALE FONDÉE SUR LA COOPÉRATION ENTRE FACULTÉS","year":2003,"lang":"fr","type":"article","venue":"McGill Journal of Education / Revue des sciences de l'éducation de McGill","topic":"Science Education and Pedagogy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Humanities; Christian ministry; Political science; Library science; Sociology; Philosophy; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01859368,0.0007399547,0.0008013165,0.001191746,0.009895587,0.01566463,0.002483238,0.008892835,0.01477256],"category_scores_gemma":[0.03687923,0.0004402387,0.000870937,0.001162058,0.01167399,0.007916776,0.007441322,0.0107507,0.003746693],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01764152,"about_ca_system_score_gemma":0.04799091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04942062,"about_ca_topic_score_gemma":0.07763341,"domain_scores_codex":[0.9841878,0.004218443,0.0008731997,0.001639679,0.006685155,0.002395697],"domain_scores_gemma":[0.9691818,0.007182424,0.001934275,0.001243054,0.01349309,0.006965293],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007165039,0.00007432776,0.001545197,0.0005488832,0.00002714207,0.0007215752,0.01474115,0.0002132771,0.000664176,0.242192,0.6662788,0.07292168],"study_design_scores_gemma":[0.00001651098,0.0000233308,0.0007703075,0.000270989,0.00001083661,0.0001979922,0.004770493,0.0001217792,0.0001864915,0.01037826,0.983227,0.00002616357],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.004739197,0.01560598,0.00634178,0.8724199,0.06049193,0.000121067,0.00009524987,0.0001139372,0.04007088],"genre_scores_gemma":[0.1996777,0.03517001,0.03301227,0.270317,0.06852703,0.0005682303,0.0003269877,0.0004474484,0.3919534],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9823585,"threshold_uncertainty_score":0.1279988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.372586540039524,"score_gpt":0.4842906523757758,"score_spread":0.1117041123362518,"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."}}