{"id":"W2082967893","doi":"10.1002/ajim.21038","title":"Psychosocial and other working conditions: Variation by employment arrangement in a sample of working Australians","year":2011,"lang":"en","type":"article","venue":"American Journal of Industrial Medicine","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; Learning Partnership; University of British Columbia; Institute for Work & Health; University of Toronto","funders":"Canadian Institutes of Health Research; University of British Columbia; University of Melbourne; Michael Smith Health Research BC","keywords":"Psychosocial; Casual; Medicine; Odds; Job control; Occupational safety and health; Environmental health; Odds ratio; Demography; Population; Gerontology; Logistic regression; Work (physics); Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001171287,0.0001263764,0.0005237306,0.0002189232,0.0001386034,0.00000192259,0.0001038736,0.00007791969,0.0004582767],"category_scores_gemma":[0.0003461301,0.00009576769,0.00003894262,0.0003613802,0.000277535,0.00004946782,0.00002505031,0.0004895422,9.269909e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001087257,"about_ca_system_score_gemma":0.00007479035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005866421,"about_ca_topic_score_gemma":0.0003092171,"domain_scores_codex":[0.9979591,0.0003745613,0.0009953922,0.0001147074,0.0003002718,0.0002559955],"domain_scores_gemma":[0.9979711,0.0005051057,0.001255912,0.00008075005,0.00009258599,0.00009454431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004550617,0.00009740892,0.9372327,0.000005214107,0.0001505649,0.000003302684,0.02443494,4.357998e-7,0.0002579785,0.0003928613,0.01042693,0.02654256],"study_design_scores_gemma":[0.03820803,0.013349,0.6303005,0.02308398,0.0009532196,0.00001576955,0.169157,0.000005363303,0.0001898625,0.0047276,0.1190848,0.0009249154],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886399,0.0002465929,0.0003710481,0.007599943,0.001123117,0.0004489788,0.00001572887,0.000009726054,0.001544967],"genre_scores_gemma":[0.9977775,0.0001395944,0.0002259314,0.0006453228,0.001136471,0.00001868905,0.000002788064,0.00001429916,0.00003946852],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3069323,"threshold_uncertainty_score":0.8868313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2441365542266882,"score_gpt":0.4184036368060725,"score_spread":0.1742670825793843,"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."}}