{"id":"W6991658240","doi":"","title":"The Impact of Occupational Role on the Burnout Level Experienced by Higher Education Professionals","year":2022,"lang":"en","type":"dissertation","venue":"National University System Repository (National University System)","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Burnout; Depersonalization; Emotional exhaustion; Occupational stress; Occupational burnout; Higher education","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":[0.002547434,0.0001463995,0.000205204,0.0007001231,0.0009303586,0.001165527,0.0002533005,0.0002952168,0.00178029],"category_scores_gemma":[0.009161542,0.0001352159,0.0003114138,0.0004381669,0.0007542601,0.0003882859,0.001116723,0.0004080367,0.0003270111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007170304,"about_ca_system_score_gemma":0.001053025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00435302,"about_ca_topic_score_gemma":0.008587158,"domain_scores_codex":[0.9978529,0.0009119869,0.0001223648,0.0001209022,0.0005383502,0.0004534392],"domain_scores_gemma":[0.9898438,0.004675437,0.002084953,0.0003725527,0.00117511,0.001848107],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002428321,0.0002692977,0.9815893,0.00004775837,0.0000307164,0.0001262249,0.005198423,0.00003180092,0.001019237,0.00008702769,0.00008383414,0.01127362],"study_design_scores_gemma":[0.000002364494,0.000142508,0.9946244,0.00002296596,0.000007673068,0.00006460131,0.004773701,0.0000313173,0.00008729794,0.00003449092,0.0002052914,0.0000034089],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987734,0.0001272388,0.00005948213,0.00005773051,0.000005635284,0.000003486636,0.000009287167,6.39452e-7,0.0009631512],"genre_scores_gemma":[0.9996125,0.0000810161,0.00005553894,0.000019973,0.000005272188,0.000003504553,0.00001464878,6.506133e-7,0.0002069509],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00435302,"threshold_uncertainty_score":0.01347226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05111857896332991,"score_gpt":0.3944900152193885,"score_spread":0.3433714362560586,"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."}}