{"id":"W2029826615","doi":"10.1177/0950017008093477","title":"Working without commitments: precarious employment and health","year":2008,"lang":"en","type":"article","venue":"Work Employment and Society","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":229,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"York University; Workplace Safety and Insurance Board; Lupina Foundation","keywords":"Working population; Current Population Survey; Population; Labour economics; Demographic economics; Psychology; Business; Economics; Environmental health; Medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001227389,0.0001753094,0.0002729622,0.001748093,0.002242578,0.001353201,0.001078843,0.0005402515,0.002133454],"category_scores_gemma":[0.004947396,0.0002224185,0.0003274884,0.00220452,0.001555562,0.0006253363,0.001486575,0.00111813,0.0001484966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004356113,"about_ca_system_score_gemma":0.009792912,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.813444,"about_ca_topic_score_gemma":0.9129633,"domain_scores_codex":[0.999082,0.0001054233,0.0000670083,0.0000637861,0.0003500706,0.0003316872],"domain_scores_gemma":[0.997237,0.0003113535,0.001025112,0.0001089338,0.0003889426,0.0009286652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003370457,0.00005168229,0.988187,0.0000346617,0.00002789011,0.00009857311,0.004045751,0.00009668303,0.00009318983,0.0005497519,0.0003519293,0.006429185],"study_design_scores_gemma":[0.000001425329,0.00001773096,0.9952122,0.0000375633,0.000006446572,0.00004705211,0.003883034,0.00006942049,0.00001946607,0.0001371185,0.0005627677,0.000005772039],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952462,0.0007031309,0.00005429585,0.0007035588,0.00001253416,0.00002458877,0.0005916767,0.000002217193,0.002661713],"genre_scores_gemma":[0.999002,0.0003438947,0.00008218231,0.00005156496,0.000006182624,0.000007207088,0.0002324413,0.000001042777,0.0002734454],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.813444,"threshold_uncertainty_score":0.3753094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1183179590227735,"score_gpt":0.3949089847422891,"score_spread":0.2765910257195156,"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."}}