{"id":"W2115493414","doi":"10.2190/hs.40.2.h","title":"Unemployment, Informal Work, Precarious Employment, Child Labor, Slavery, and Health Inequalities: Pathways and Mechanisms","year":2010,"lang":"en","type":"article","venue":"International Journal of Health Services","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":151,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Unemployment; Inequality; Social inequality; Context (archaeology); Demographic economics; Informal sector; Labour economics; Psychosocial; Welfare state; Welfare; Precarious work; Economics; Work (physics); Psychology; Economic growth; Political science; Politics; Geography","routes":{"ca_aff":true,"ca_fund":false,"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":[0.002358226,0.0002660618,0.0005823501,0.0003310718,0.0008522909,0.00006967287,0.000404413,0.0001381231,0.0001099529],"category_scores_gemma":[0.00003106165,0.0002146631,0.00006961606,0.0001380918,0.00006925401,0.0005664025,0.0003674066,0.0009422128,0.00001105227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001257981,"about_ca_system_score_gemma":0.0004977304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002851415,"about_ca_topic_score_gemma":0.00419784,"domain_scores_codex":[0.9965519,0.0002633659,0.001666895,0.0002274862,0.0007120525,0.000578277],"domain_scores_gemma":[0.9967777,0.0002379958,0.001883466,0.0001638477,0.0005857829,0.0003511907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004388595,0.0002676323,0.7897954,0.001424797,0.0006367789,0.00002430165,0.09730007,0.000006104922,0.00006081539,0.06309327,0.003743157,0.04320881],"study_design_scores_gemma":[0.005689005,0.001440449,0.7497295,0.003850483,0.00004023913,0.000133314,0.01929796,0.00004550959,0.00004023446,0.01440697,0.2048149,0.0005114044],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9018252,0.004904119,0.0002516176,0.08589094,0.005104117,0.0007029374,0.0001362835,0.00007795147,0.001106845],"genre_scores_gemma":[0.9687839,0.004294689,0.0007819925,0.02491132,0.0008076996,0.0000287543,0.00003375316,0.00003561396,0.0003222293],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2010718,"threshold_uncertainty_score":0.8753708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03876310995287556,"score_gpt":0.3820934948709858,"score_spread":0.3433303849181102,"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."}}