{"id":"W4284890780","doi":"10.53967/cje-rce.v45i2.4485","title":"Teacher Mental Health and Leaves of Absences: A Pilot Study Examining Gender and Care","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Education / Revue canadienne de l éducation","topic":"Stress and Burnout Research","field":"Psychology","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Nipissing University","funders":"","keywords":"Workload; Quarter (Canadian coin); Mental health; Psychology; Occupational stress; Burnout; Sick leave; School teachers; Stigma (botany); Occupational safety and health; Work (physics); Medicine; Psychiatry; Clinical psychology; Pedagogy; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007245586,0.00008543094,0.000171623,0.0005246333,0.000332135,0.00003433982,0.000147735,0.00001894653,0.0005570884],"category_scores_gemma":[0.0001329135,0.00009397946,0.0000163383,0.000221657,0.00006454408,0.0000777543,0.00001257209,0.0002472388,4.611343e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001384286,"about_ca_system_score_gemma":0.005718667,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1072154,"about_ca_topic_score_gemma":0.3245907,"domain_scores_codex":[0.9987935,0.0003042813,0.0003241636,0.0001706425,0.00008040198,0.0003269991],"domain_scores_gemma":[0.9984723,0.00004963025,0.0002951948,0.0001533488,0.0001824514,0.0008470743],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003019896,0.0001944215,0.2976722,0.00008288447,0.00005522856,0.000008617154,0.676655,0.000005705027,0.00004638162,0.0007006176,0.006363196,0.0181856],"study_design_scores_gemma":[0.0002359548,0.001189236,0.3253873,0.00003928083,0.00001183215,0.0002800969,0.668647,0.000002374849,0.000001439388,0.00008005602,0.004062558,0.00006283059],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882215,0.007771277,0.000002615228,0.001250159,0.001424097,0.0002541315,0.00002667677,0.000001556739,0.001047975],"genre_scores_gemma":[0.998628,0.00003089783,0.00005928991,0.0001791252,0.0001857594,0.00003604501,0.00001799835,0.00001319572,0.0008497389],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2173753,"threshold_uncertainty_score":0.999918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1772777687584193,"score_gpt":0.3798776411199311,"score_spread":0.2025998723615118,"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."}}