{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004280565,0.0001246428,0.000150555,0.0003910208,0.00004740121,0.00009961843,0.0002143801,0.0001368153,0.0005493755],"category_scores_gemma":[0.00009498045,0.0001047099,0.00003261015,0.0003509406,0.0002533716,0.0002057447,0.00004592648,0.0004246983,0.00002474631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008853668,"about_ca_system_score_gemma":0.0001756618,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07819274,"about_ca_topic_score_gemma":0.02822266,"domain_scores_codex":[0.9987434,0.00001187644,0.0002062408,0.0003871149,0.0002213012,0.0004301287],"domain_scores_gemma":[0.9995887,0.000048198,0.00003539196,0.00008180333,0.00005205685,0.0001938983],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001286862,0.00002099792,0.9766778,0.0004245148,0.0000325792,0.00002252004,0.008494388,2.353715e-7,0.00007894457,0.003516974,0.001320606,0.009397597],"study_design_scores_gemma":[0.0001571707,0.000144167,0.9939485,0.0006264666,0.0000144963,0.00001020758,0.002020882,0.0001353427,0.00007654867,0.0004705985,0.002276245,0.0001193896],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9491508,0.004048042,7.280388e-7,0.0003692133,0.0002739814,0.0003156818,0.00001004014,0.00004803736,0.04578345],"genre_scores_gemma":[0.9954776,0.00009171008,0.00002186526,0.00001049083,0.0001503745,0.00006504622,9.877255e-7,0.0000212401,0.004160678],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04997008,"threshold_uncertainty_score":0.9895098,"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."}}