{"id":"W6888877361","doi":"10.25316/ir-15090","title":"Teacher burnout: The need for accessible resources","year":2020,"lang":"en","type":"dissertation","venue":"VIUSpace (Vancouver Island University Library)","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Vancouver Island University","keywords":"Burnout; Depersonalization; Emotional exhaustion; Work (physics); Term (time)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.00679552,0.0002911923,0.0009080073,0.001984899,0.006456417,0.01391057,0.002083104,0.003478897,0.08927246],"category_scores_gemma":[0.03182167,0.0005921904,0.0004460464,0.001938187,0.001914456,0.01294962,0.008210218,0.005320895,0.01586117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003094104,"about_ca_system_score_gemma":0.01885558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01056728,"about_ca_topic_score_gemma":0.02268447,"domain_scores_codex":[0.9945156,0.002483902,0.0002220314,0.0003379117,0.001431037,0.001009456],"domain_scores_gemma":[0.9341483,0.02073624,0.002566008,0.002622977,0.007647408,0.03227907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008229922,0.0005561439,0.006136504,0.002238352,0.00002636657,0.001373239,0.02403433,0.0001184914,0.0007323897,0.01405887,0.5649782,0.3856647],"study_design_scores_gemma":[0.00004399704,0.0000863918,0.007557862,0.004016414,0.00002022107,0.000796687,0.04609497,0.0001315746,0.0001801779,0.007377351,0.933641,0.00005334101],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04460906,0.01899809,0.005283919,0.6159844,0.003679599,0.000493522,0.000770309,0.001854614,0.3083266],"genre_scores_gemma":[0.4954584,0.05967979,0.05306297,0.08333659,0.004881609,0.001852653,0.002330941,0.001931369,0.2974657],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08927246,"threshold_uncertainty_score":0.2986462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02481399323658018,"score_gpt":0.3129585253415166,"score_spread":0.2881445321049364,"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."}}