{"id":"W3118281479","doi":"10.1177/0020731420986694","title":"COVID-19 and Precarious Employment: Consequences of the Evolving Crisis","year":2021,"lang":"en","type":"article","venue":"International Journal of Health Services","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":90,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Toronto","funders":"Forskningsrådet om Hälsa, Arbetsliv och Välfärd","keywords":"Unemployment; Coronavirus disease 2019 (COVID-19); Precarious work; Pandemic; Recession; Face (sociological concept); Work (physics); Economic growth; Social protection; Development economics; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Political science; Labour economics; Demographic economics; Sociology; Economics; Medicine; Social science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.00236336,0.0001859761,0.0003245216,0.0007067089,0.005627244,0.004311004,0.0006223657,0.002482372,0.008424768],"category_scores_gemma":[0.006370922,0.0001463499,0.0002886794,0.0009433209,0.005071864,0.003953766,0.00464284,0.003594728,0.0006223043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002402754,"about_ca_system_score_gemma":0.005610358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01616325,"about_ca_topic_score_gemma":0.03391669,"domain_scores_codex":[0.998406,0.0006245788,0.00006115466,0.00007788966,0.0001810723,0.0006493879],"domain_scores_gemma":[0.9959811,0.0007381144,0.0007251815,0.0001080876,0.0004892551,0.001958205],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005852391,0.0007516296,0.3119289,0.001221545,0.0001153426,0.01223661,0.1976385,0.0007818604,0.001363518,0.1565808,0.1447254,0.1720707],"study_design_scores_gemma":[0.00003245511,0.0003314705,0.2369318,0.002326676,0.00003502891,0.002889796,0.5213926,0.0004355141,0.0002862937,0.05521926,0.1800128,0.0001062805],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4181285,0.01903236,0.0005986819,0.5017706,0.002622222,0.00004447997,0.0003756072,0.00002608571,0.05740162],"genre_scores_gemma":[0.9585759,0.01581512,0.0002586003,0.02001762,0.001407769,0.0000335896,0.0001030848,0.00001937524,0.003768845],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01616325,"threshold_uncertainty_score":0.03213835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05435065676207898,"score_gpt":0.4414590091373101,"score_spread":0.3871083523752311,"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."}}