{"id":"W2105945333","doi":"10.1177/0018726706067595","title":"Social structures, agent personality and workers' mental health:A longitudinal analysis of the specific role of occupation and of workplace constraints-resources on psychological distress in the Canadian workforce","year":2006,"lang":"en","type":"article","venue":"Human Relations","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Psychology; Workforce; Mental health; Personality; Multilevel model; Distress; Social support; Social psychology; Clinical psychology; Psychiatry","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":[],"consensus_categories":[],"category_scores_codex":[0.0003626405,0.00008200874,0.0002153793,0.0001226183,0.001213338,0.000005907498,0.00008276043,0.00008038463,0.0001032042],"category_scores_gemma":[0.00001318134,0.00005206514,0.00006400521,0.000368486,0.0004874918,0.00001971086,0.00002598993,0.0002335836,1.96561e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000896827,"about_ca_system_score_gemma":0.00002738125,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03205619,"about_ca_topic_score_gemma":0.3777081,"domain_scores_codex":[0.9987377,0.0003809248,0.0003859413,0.0001425651,0.0001940803,0.0001587765],"domain_scores_gemma":[0.9993411,0.0001895178,0.0002869987,0.0001177209,0.00003628223,0.00002834943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002305413,0.00003973013,0.9500554,0.00001122942,0.0000527523,9.542598e-8,0.01233222,0.00005020978,0.000003689855,0.03564125,0.001472155,0.0003182407],"study_design_scores_gemma":[0.0002617954,0.0000252721,0.9910247,0.00005716149,0.00005861017,1.330545e-7,0.006560363,0.00001084816,4.115495e-7,0.001472922,0.0004875958,0.00004016413],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913928,0.0003994706,0.000004052635,0.002708454,0.00002529806,0.0003754564,0.0002079912,0.000003262822,0.004883228],"genre_scores_gemma":[0.9996526,0.00001151508,0.00001386372,0.00004340474,0.00003265269,0.00001172773,0.00008403222,0.000003037703,0.0001472002],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3456519,"threshold_uncertainty_score":0.9743894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07317052342934345,"score_gpt":0.4035641340546697,"score_spread":0.3303936106253262,"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."}}