{"id":"W3045407304","doi":"10.1177/1035304620933399","title":"Multiple jobs? The prevalence, intensity and determinants of multiple jobholding in Canada","year":2020,"lang":"en","type":"article","venue":"The Economic and Labour Relations Review","topic":"Digital Economy and Work Transformation","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Workforce; Work (physics); Demographic economics; Work Intensity; Labour economics; Quality (philosophy); Economics; Business; Economic growth","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0004139474,0.00004704083,0.0001448998,0.000008256783,0.0001954474,0.00002144857,0.00009835232,0.00001574107,0.00007602308],"category_scores_gemma":[0.0001596169,0.00003146856,0.00001882452,0.00006850902,0.000102441,0.0002467576,0.00002204957,0.00007100361,0.000008941148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000717843,"about_ca_system_score_gemma":0.0002340821,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1855755,"about_ca_topic_score_gemma":0.6956497,"domain_scores_codex":[0.999495,0.00006648589,0.0002466604,0.00007758068,0.00002998223,0.00008430889],"domain_scores_gemma":[0.9995385,0.0002490562,0.0000970399,0.00006391112,0.00001233325,0.00003910073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000008289099,0.000003781766,0.9282841,0.0005720398,0.0000117218,3.766055e-7,0.004755431,0.0001711429,3.497049e-7,0.01074602,0.0004674103,0.0549793],"study_design_scores_gemma":[0.0004237602,0.00001749309,0.7477708,0.001189179,0.00006228656,0.000003574075,0.003522439,0.01126233,0.000008544901,0.0009963579,0.2345404,0.0002027531],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9791213,0.01159307,0.000008356178,0.005901753,0.00004241406,0.0003843168,0.0000258864,0.000004243573,0.002918658],"genre_scores_gemma":[0.9761594,0.02303954,0.0000112285,0.0006331258,0.00001575322,0.000008515837,8.92128e-7,0.000002043447,0.0001294883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5100741,"threshold_uncertainty_score":0.8198478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02370376800106477,"score_gpt":0.2451191460073736,"score_spread":0.2214153780063088,"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."}}