{"id":"W4415977035","doi":"10.53967/cje-rce.6473","title":"Fréquence d’utilisation de pratiques de gestion de classe selon la perception d’élèves du deuxième cycle du secondaire : la contribution majeure de l’expérience scolaire globale","year":2025,"lang":"fr","type":"article","venue":"Canadian Journal of Education / Revue canadienne de l éducation","topic":"Educational Environments and Student Outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières; Université du Québec à Montréal","funders":"","keywords":"Unsaid; Research methodology; Force majeure","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004680443,0.0002972769,0.0003182541,0.0004616793,0.001175616,0.0004169214,0.0005273392,0.000570898,0.0003833654],"category_scores_gemma":[0.004141363,0.0003809076,0.0001669315,0.0007648934,0.0005022231,0.001313295,0.00001589024,0.0006436266,0.000009781129],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.03217429,"about_ca_system_score_gemma":0.04456954,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1217768,"about_ca_topic_score_gemma":0.4414388,"domain_scores_codex":[0.9958214,0.001848952,0.0007257568,0.0003705342,0.0002046034,0.001028776],"domain_scores_gemma":[0.9962978,0.000535269,0.0006984501,0.0002563326,0.00078486,0.001427296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002276551,0.0003315519,0.4980291,0.0002028744,0.0000792318,0.00002836709,0.3376984,0.00168776,0.0006661052,0.131532,0.01530527,0.01441653],"study_design_scores_gemma":[0.0002552343,0.00006738374,0.7894003,0.000750618,0.000182745,0.0004953583,0.1223131,0.0008420545,0.00004686051,0.01263524,0.07274218,0.0002689337],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9044845,0.001422211,0.001659524,0.08559941,0.002986553,0.0003850529,0.00004559065,0.0000175621,0.003399665],"genre_scores_gemma":[0.9906506,0.0009713498,0.001424633,0.002661551,0.001284734,0.00008368697,0.000075175,0.00002760612,0.002820675],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.319662,"threshold_uncertainty_score":0.9998643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01090804848238086,"score_gpt":0.2780219749925199,"score_spread":0.267113926510139,"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."}}