{"id":"W3131075951","doi":"10.1111/cars.12323","title":"Patterns and stratification of stressor exposure among Canadian workers","year":2021,"lang":"en","type":"article","venue":"Canadian Review of Sociology/Revue canadienne de sociologie","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Stressor; Psychology; Latent class model; Clinical psychology","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":[0.0008360572,0.0003311438,0.0003562995,0.004321363,0.004696172,0.0018864,0.0009603542,0.0003805852,0.002180719],"category_scores_gemma":[0.002303635,0.0002882234,0.0003623326,0.006766039,0.0017169,0.0003631405,0.001797224,0.0005373399,0.0001768432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02023306,"about_ca_system_score_gemma":0.02956887,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9883814,"about_ca_topic_score_gemma":0.9930004,"domain_scores_codex":[0.9985306,0.00009004845,0.00006150043,0.0001888958,0.0005589816,0.0005699233],"domain_scores_gemma":[0.9984986,0.00009121322,0.0002467417,0.0000556361,0.000741512,0.000366301],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001845038,0.00003970943,0.9082406,0.0001438557,0.00006728665,0.0001946107,0.04530448,0.0001816139,0.002242808,0.001134036,0.002053306,0.04021318],"study_design_scores_gemma":[0.000001777725,0.00001535976,0.9837195,0.00003465016,0.00000762334,0.00004385427,0.01400199,0.00008641568,0.00009206898,0.0001028221,0.001874324,0.00001971302],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925017,0.0009214489,0.000253254,0.0004106776,0.00001314576,0.00004253003,0.001389821,0.00001428682,0.004453132],"genre_scores_gemma":[0.9969962,0.0008331802,0.0002206772,0.00003817055,0.000003905366,0.00001589327,0.0006045313,0.000005473942,0.001282102],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02023306,"threshold_uncertainty_score":0.1468018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07579225311381457,"score_gpt":0.3493291979033589,"score_spread":0.2735369447895444,"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."}}