{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001201888,0.0002204672,0.0004982442,0.003724153,0.009414048,0.003939759,0.001418292,0.0005661141,0.003269357],"category_scores_gemma":[0.005544716,0.0003039162,0.000398258,0.005119596,0.005128778,0.0007898087,0.002662822,0.0009408582,0.0001984219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03455475,"about_ca_system_score_gemma":0.05804687,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9888806,"about_ca_topic_score_gemma":0.9948854,"domain_scores_codex":[0.99743,0.0001554402,0.00005550046,0.0001736818,0.0009926854,0.001192565],"domain_scores_gemma":[0.9958202,0.0003806553,0.0007428884,0.00009530986,0.001388502,0.001572481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003573876,0.00006337959,0.8374098,0.0001124277,0.00004639051,0.0008081298,0.08924328,0.0003366734,0.0008430955,0.01494214,0.004962461,0.05087477],"study_design_scores_gemma":[0.000007045459,0.00002370425,0.9291794,0.000192225,0.00001210461,0.0002159424,0.05352545,0.0001951874,0.000149348,0.0009830941,0.01547701,0.00003944758],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9792455,0.00264969,0.0001254142,0.002013448,0.0000579671,0.00002306887,0.0007949187,0.000009838465,0.01508005],"genre_scores_gemma":[0.9966186,0.0007798678,0.00007121479,0.00009709587,0.000006925613,0.000005603811,0.0001492635,0.000007622753,0.002263705],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03455475,"threshold_uncertainty_score":0.2507134,"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."}}