{"id":"W1989943505","doi":"10.7202/032012ar","title":"Les défis de la gestion de classe au secondaire","year":2007,"lang":"fr","type":"article","venue":"Revue des sciences de l éducation","topic":"Educational Practices and Policies","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Université du Québec à Montréal","funders":"","keywords":"Humanities; Political science; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0103238,0.0005689979,0.0006873515,0.003155981,0.003320963,0.006030874,0.001498062,0.001278302,0.009080634],"category_scores_gemma":[0.05372175,0.0003053978,0.0004595641,0.002081062,0.005295946,0.002776682,0.003860913,0.001651996,0.001305348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004411617,"about_ca_system_score_gemma":0.003288575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03982571,"about_ca_topic_score_gemma":0.03336482,"domain_scores_codex":[0.9880249,0.003254573,0.0009448554,0.00169825,0.004597784,0.001479757],"domain_scores_gemma":[0.9547614,0.02008142,0.01241901,0.003263864,0.005370734,0.00410358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003606316,0.0002764871,0.5557445,0.0007494802,0.000101131,0.0007079865,0.2666214,0.0003575529,0.003029179,0.02878228,0.007090551,0.1361788],"study_design_scores_gemma":[0.00001847176,0.0002318815,0.880041,0.0005779102,0.00003199472,0.0005295414,0.06611637,0.0003951601,0.0009422673,0.006987364,0.04405836,0.00006957621],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9266064,0.002624423,0.003732555,0.008246509,0.0002453456,0.0001818617,0.0005061287,0.00006907012,0.0577876],"genre_scores_gemma":[0.9881824,0.0005316741,0.0008257406,0.0003433018,0.00004578475,0.0001434275,0.0001056456,0.00002317043,0.009798892],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03982571,"threshold_uncertainty_score":0.07918781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3084325757838957,"score_gpt":0.487857759947624,"score_spread":0.1794251841637283,"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."}}