{"id":"W2105623709","doi":"10.7202/007495ar","title":"The Gender of Precarious Employment in Canada","year":2004,"lang":"en","type":"article","venue":"Relations industrielles","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":163,"is_retracted":false,"has_abstract":true,"ca_institutions":"Statistics Canada; York University; University of Toronto","funders":"","keywords":"Feminization (sociology); Wage; Demographic economics; Labour economics; Work (physics); Inequality; Precarious work; Survey data collection; Sociology; Economics; Gender studies","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001975306,0.00007657904,0.000115567,0.00004225647,0.0006727968,0.000002023676,0.0001055374,0.0000932782,0.00006696798],"category_scores_gemma":[0.0001377983,0.000053268,0.00002084813,0.0002507498,0.00004426431,0.00003319099,0.00006563741,0.00042664,0.00001614384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007911885,"about_ca_system_score_gemma":0.003033169,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8145167,"about_ca_topic_score_gemma":0.9507833,"domain_scores_codex":[0.9989612,0.00009799216,0.000410369,0.00009794488,0.000181483,0.0002510189],"domain_scores_gemma":[0.999136,0.0004632412,0.0001224289,0.0001776268,0.00006718619,0.00003356105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000008944874,0.00002148853,0.9618175,0.000002740621,0.00004018838,0.00000195303,0.004380871,0.00162229,0.000004608287,0.01666658,0.01311914,0.002313712],"study_design_scores_gemma":[0.001181329,0.00002621122,0.7929827,0.0001378554,0.00002396524,3.621345e-7,0.0183958,0.00001321451,0.00007669395,0.004985659,0.1820343,0.0001418661],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9613773,0.001377683,0.0000427534,0.01120157,0.0004273926,0.0005626379,0.00001586605,0.00001850356,0.02497628],"genre_scores_gemma":[0.9965326,0.0001626032,0.0000229697,0.00009265769,0.00004304255,0.00007056557,0.000005234359,0.000008301105,0.003061982],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1689152,"threshold_uncertainty_score":0.5380712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06470605342248983,"score_gpt":0.3428078688173745,"score_spread":0.2781018153948847,"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."}}