{"id":"W4400785248","doi":"10.21125/edulearn.2024.2244","title":"PREVALENCE AND PREDICTORS OF BURNOUT AMONG TEACHERS IN THREE CANADIAN PROVINCES","year":2024,"lang":"en","type":"article","venue":"EDULEARN proceedings","topic":"Stress and Burnout Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Burnout; Environmental health; Medicine; Clinical psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001237567,0.0004114445,0.0005101893,0.003597058,0.006317102,0.001836034,0.001938356,0.0008376333,0.00216166],"category_scores_gemma":[0.003677506,0.0008093694,0.0007475021,0.005778197,0.001445565,0.0005839699,0.001418483,0.001137917,0.0002572175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02690918,"about_ca_system_score_gemma":0.04283969,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9935174,"about_ca_topic_score_gemma":0.9963986,"domain_scores_codex":[0.9979937,0.0001548981,0.0001213367,0.0002232347,0.0004242506,0.001082622],"domain_scores_gemma":[0.9948767,0.0003873349,0.0008535484,0.0001327621,0.00220494,0.001544655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005547081,0.00003626371,0.9958397,0.00002059498,0.00001990426,0.0000448206,0.001845213,0.00004902565,0.0001561281,0.00007841984,0.0003849861,0.001469598],"study_design_scores_gemma":[0.000003045488,0.00001369178,0.9942959,0.00002859914,0.000008143808,0.00003060537,0.005072676,0.00009999937,0.00003349959,0.0000133961,0.0003919051,0.000008514234],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969941,0.0003020891,0.00006601339,0.0001888948,0.00001026617,0.0000213907,0.0009993404,0.000006740696,0.001411105],"genre_scores_gemma":[0.9984726,0.0002309882,0.00009111645,0.00004719541,0.000003609355,0.0000173914,0.0004549605,0.000004066626,0.0006780537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02690918,"threshold_uncertainty_score":0.1952407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01546148843923622,"score_gpt":0.2937601679766613,"score_spread":0.278298679537425,"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."}}