{"id":"W4390870925","doi":"10.55016/ojs/ajer.v69i4.75886","title":"Stress, Coping, and Well-being in Teachers and School Administrators","year":2023,"lang":"en","type":"article","venue":"Alberta Journal of Educational Research","topic":"Resilience and Mental Health","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland; Brock University","funders":"","keywords":"Psychology; Coping (psychology); Stressor; Compassion fatigue; Mental health; Humanities; Medical education; Clinical psychology; Burnout; Medicine; Psychotherapist","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002292035,0.0001762598,0.0002656165,0.0009959181,0.001076537,0.001823661,0.0002614883,0.0003811732,0.0011633],"category_scores_gemma":[0.009549571,0.0002492836,0.0002477674,0.0005390227,0.000762836,0.0008809911,0.001245936,0.0006007963,0.0001690019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006122604,"about_ca_system_score_gemma":0.0008276898,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003637606,"about_ca_topic_score_gemma":0.007771096,"domain_scores_codex":[0.9988,0.000558505,0.0001205916,0.00009165415,0.0002114441,0.0002177724],"domain_scores_gemma":[0.9945951,0.001538013,0.002158175,0.0002104873,0.0006065142,0.0008917842],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003274652,0.000185558,0.9613475,0.00005082921,0.00002036488,0.0001231993,0.02573198,0.00002365541,0.0002986792,0.00006381865,0.0001268261,0.01199478],"study_design_scores_gemma":[0.000003734796,0.0001682133,0.9366468,0.00008061487,0.00001274034,0.0001616353,0.06168047,0.0000529924,0.0001824884,0.00008812518,0.00091078,0.00001142494],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993181,0.0002034023,0.00003740426,0.00009283797,0.000004346112,0.00000319511,0.00001010914,0.000001291117,0.0003294136],"genre_scores_gemma":[0.9995496,0.0001703553,0.00005301676,0.0000358806,0.00000488034,0.00000591534,0.00001214362,6.336983e-7,0.0001675011],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9963624,"threshold_uncertainty_score":0.01212162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06546113938970691,"score_gpt":0.4998570968144081,"score_spread":0.4343959574247012,"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."}}