{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003481172,0.0001815534,0.0003198165,0.001079658,0.001937884,0.001299603,0.0003246602,0.0002856162,0.001431654],"category_scores_gemma":[0.005802719,0.0002399434,0.0002421382,0.001250934,0.001767012,0.0006471049,0.001098203,0.0005934652,0.0001666189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008555859,"about_ca_system_score_gemma":0.001336449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02642947,"about_ca_topic_score_gemma":0.04727107,"domain_scores_codex":[0.9987988,0.0005361837,0.00006747661,0.00008257604,0.0003152975,0.0001995637],"domain_scores_gemma":[0.9923665,0.003578445,0.001548883,0.0003258446,0.001155126,0.001025195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005773843,0.0002418282,0.9531097,0.00004552275,0.00005167817,0.0001337876,0.03960463,0.0000350723,0.0002122844,0.0001407125,0.0001484364,0.006218755],"study_design_scores_gemma":[0.000005335947,0.0001280723,0.9500304,0.00005612812,0.00001561892,0.0001867657,0.04874661,0.00008410294,0.00008051091,0.00004422401,0.0006145725,0.000007585624],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999621,0.00006713018,0.00001737593,0.00001815237,0.000002672026,0.000002919094,0.000009676067,1.738194e-7,0.0002607957],"genre_scores_gemma":[0.9996848,0.0001189917,0.00003582459,0.00002875818,0.000003744003,0.000006079684,0.00002552169,4.859697e-7,0.00009576575],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02642947,"threshold_uncertainty_score":0.05255127,"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."}}