{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001392005,0.0002451983,0.0004766865,0.002098987,0.002416649,0.00208408,0.001536175,0.0005993487,0.002773601],"category_scores_gemma":[0.003895629,0.0002227544,0.0005245461,0.006388093,0.001626749,0.0006914387,0.001031307,0.00122223,0.0001600288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03369263,"about_ca_system_score_gemma":0.05086151,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9928595,"about_ca_topic_score_gemma":0.9951853,"domain_scores_codex":[0.9989184,0.00005154382,0.00003702443,0.00009404825,0.0004017916,0.0004972183],"domain_scores_gemma":[0.9969249,0.0002933833,0.0005344241,0.00005937646,0.001305073,0.0008827341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003043232,0.0001332867,0.6946535,0.002482411,0.0003261357,0.0005655304,0.006966745,0.0007206206,0.0003884576,0.0154655,0.04207165,0.2359219],"study_design_scores_gemma":[0.00001562067,0.00001971642,0.9693869,0.001373968,0.0001036782,0.0001460612,0.005004141,0.0004093946,0.00008541788,0.0006790078,0.02274249,0.00003359962],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6845855,0.2591904,0.0002917168,0.02486882,0.0004526803,0.0000642243,0.004639652,0.0000187527,0.02588827],"genre_scores_gemma":[0.8968971,0.09871542,0.0001173916,0.0007583285,0.0001075663,0.00001271706,0.001089141,0.000008324416,0.002293957],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03369263,"threshold_uncertainty_score":0.2444583,"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."}}