{"id":"W2118487843","doi":"10.1002/smi.1144","title":"Burnout and self‐employment: a cross‐cultural empirical study","year":2007,"lang":"en","type":"article","venue":"Stress and Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":84,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Depersonalization; Emotional exhaustion; Burnout; Psychology; Social psychology; Variance (accounting); Job satisfaction; Multivariate analysis of variance; Occupational burnout; Turnover intention; Work engagement; Turnover; Empirical research; Clinical psychology; Work (physics); Applied psychology; Management; Statistics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001084708,0.0001890419,0.0003616349,0.00006571745,0.002081302,0.00003025686,0.00006740951,0.00009067291,0.00005131954],"category_scores_gemma":[0.00002217952,0.0001342518,0.00002674349,0.0001087995,0.00009570632,0.0001107478,0.0001956872,0.0003789079,0.00001307218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008954825,"about_ca_system_score_gemma":0.00009347148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00263556,"about_ca_topic_score_gemma":0.006151812,"domain_scores_codex":[0.9980069,0.0001682293,0.0005260459,0.0003490052,0.0002212967,0.0007284888],"domain_scores_gemma":[0.9991052,0.0001615987,0.0001528021,0.0001542474,0.000105677,0.000320451],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000381574,0.0002458761,0.9610383,0.0002114271,0.00003868435,0.000007373672,0.03243601,6.296903e-8,4.611158e-7,0.0005908009,0.002403763,0.002989072],"study_design_scores_gemma":[0.001558748,0.000590409,0.9601037,0.0001220165,0.00001388368,0.000001146532,0.01841588,0.000002375815,9.089371e-7,0.0002007125,0.01885401,0.0001362038],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9842646,0.002524285,0.0000115458,0.007748494,0.0002726192,0.001032863,0.00002578312,0.0001399271,0.003979857],"genre_scores_gemma":[0.9949496,0.001345273,0.00005608563,0.001883979,0.0003532921,0.00004642158,0.000009563611,0.00001722959,0.001338538],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01645025,"threshold_uncertainty_score":0.9992179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1157305426305913,"score_gpt":0.519840484809546,"score_spread":0.4041099421789547,"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."}}