{"id":"W4321471674","doi":"","title":"The effectiveness of classroom management: 5 pivotal ingredients","year":2018,"lang":"fr","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Education and Technology Integration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec en Outaouais","funders":"","keywords":"Business; Computer science; Environmental 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005290851,0.0002535995,0.0004909504,0.0005051149,0.00112019,0.000722804,0.003353676,0.0002548063,0.004834895],"category_scores_gemma":[0.000765164,0.0002064247,0.000192416,0.002064156,0.002415009,0.001762162,0.0006815413,0.0004379877,0.00008364877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002538675,"about_ca_system_score_gemma":0.000207942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002308511,"about_ca_topic_score_gemma":0.0008141763,"domain_scores_codex":[0.9960583,0.001533438,0.0007886284,0.0003762864,0.0007738986,0.0004693936],"domain_scores_gemma":[0.9963813,0.001090975,0.001072156,0.0004880693,0.0008096757,0.0001578129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004409118,0.000908377,0.613174,0.0002901372,0.0008106577,0.00001021804,0.002511296,0.00000631688,0.006618947,0.1557852,0.04301154,0.1764324],"study_design_scores_gemma":[0.0006133253,0.00005260433,0.7285491,0.001599111,0.0002120853,0.000004740363,0.004530037,0.00003513276,0.02247615,0.1135566,0.1280113,0.0003598742],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8590395,0.01918738,0.0004084554,0.001638294,0.008353169,0.000902205,0.00002406691,0.00003834602,0.1104086],"genre_scores_gemma":[0.977499,0.01736679,0.0001218926,0.00009969705,0.000384311,0.00005222714,0.000004754299,0.00002534267,0.004446001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1760725,"threshold_uncertainty_score":0.9960748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1736571840447178,"score_gpt":0.5641541034588878,"score_spread":0.39049691941417,"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."}}