{"id":"W1913039336","doi":"10.25336/p62w2b","title":"Women's Employment Transitions and Changes in Psychological Distress","year":2001,"lang":"en","type":"article","venue":"Canadian Studies in Population","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Feeling; Mental health; Psychological distress; Psychology; Distress; Longitudinal study; Structural equation modeling; Demographic economics; Mental distress; Social psychology; Clinical psychology; Medicine; Economics; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.00024876,0.0001158206,0.0002315673,0.0002580219,0.0004289252,0.000003414371,0.00004378999,0.00008901288,0.00008453026],"category_scores_gemma":[0.00007906312,0.0001045911,0.00001164198,0.0002740698,0.0000742525,0.00005614436,0.00002562273,0.000187935,0.000007586656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007887662,"about_ca_system_score_gemma":0.00001186459,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04096618,"about_ca_topic_score_gemma":0.9249942,"domain_scores_codex":[0.9987909,0.0001448798,0.0002659333,0.0002216499,0.00007874827,0.0004978675],"domain_scores_gemma":[0.9996195,0.00008556804,0.00004172289,0.00009989151,0.00003276172,0.0001205491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001671867,0.00002029147,0.9735807,0.00003197798,0.00001406791,0.00004165388,0.01669353,0.000004175533,0.000001736321,0.00133046,0.0007640367,0.007500706],"study_design_scores_gemma":[0.0005214983,0.0000477551,0.9724169,0.0001376863,0.000004386837,0.0000012691,0.01848044,0.000006156082,6.912013e-8,0.002231669,0.006040466,0.0001116864],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844171,0.0008652708,0.000001495586,0.01182191,0.0003702226,0.0004405083,0.00002809803,0.00002385847,0.002031514],"genre_scores_gemma":[0.9966269,0.001247727,0.00001150464,0.001002927,0.0001016727,0.0004726586,0.00003450064,0.000008964291,0.000493128],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.884028,"threshold_uncertainty_score":0.9654201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1389806252249841,"score_gpt":0.4536609709405017,"score_spread":0.3146803457155176,"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."}}