{"id":"W2791014267","doi":"10.1177/0950017018758217","title":"‘Bad’ Jobs in a ‘Good’ Sector: Examining the Employment Outcomes of Temporary Work in the Canadian Public Sector","year":2018,"lang":"en","type":"article","venue":"Work Employment and Society","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada; University of British Columbia","keywords":"Public sector; Earnings; Labour economics; Job security; Private sector; Business; Disadvantage; Quality (philosophy); Demographic economics; Work (physics); Economics; Economic growth; Political science; Finance","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":[0.001776184,0.0002716517,0.0004111915,0.001781791,0.005322687,0.002677934,0.001606894,0.0007389347,0.002464772],"category_scores_gemma":[0.004500631,0.0002162362,0.0005177821,0.003695544,0.002476876,0.0009788815,0.002761469,0.001239611,0.0002576018],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02470136,"about_ca_system_score_gemma":0.02375579,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9869282,"about_ca_topic_score_gemma":0.9950413,"domain_scores_codex":[0.9981078,0.0001524471,0.00005486125,0.0001443619,0.0005023261,0.001038175],"domain_scores_gemma":[0.9962097,0.000276303,0.0009935591,0.0001707441,0.001080072,0.001269582],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009008539,0.00008477812,0.9798824,0.00003032865,0.00003863661,0.00008809983,0.009360545,0.0001849187,0.0001644456,0.001082382,0.001201958,0.007791351],"study_design_scores_gemma":[0.000002728781,0.00001578491,0.9829218,0.00003010048,0.00001203049,0.00001532899,0.01570242,0.0002160409,0.00003736692,0.0001144119,0.0009205581,0.00001135933],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969915,0.0001793438,0.00003314029,0.0004336089,0.000005612268,0.000009576699,0.0004092817,0.000001127673,0.001936774],"genre_scores_gemma":[0.9988776,0.00009917489,0.0000362899,0.00005226647,0.000003124802,0.000003782006,0.0003532312,0.000001477814,0.0005730542],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9752986,"threshold_uncertainty_score":0.1792218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1073834171361139,"score_gpt":0.3558540352222733,"score_spread":0.2484706180861593,"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."}}