{"id":"W4416765245","doi":"10.3390/covid5120195","title":"The Class Gap in Pandemic Attitudes and Experiences","year":2025,"lang":"en","type":"article","venue":"COVID","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"Government of Canada","keywords":"Pandemic; Opposition (politics); Government (linguistics); Coronavirus disease 2019 (COVID-19); Social distance; World class; Social class; Public health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003602151,0.00003643952,0.00005707621,0.00002648709,0.0004681845,0.00008419791,0.0001501403,0.00003514423,0.00003990429],"category_scores_gemma":[0.000273638,0.00002573081,0.00001367479,0.0001686166,0.00005517241,0.00008649491,0.00003495341,0.00005718727,0.000005522128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004025122,"about_ca_system_score_gemma":0.0001586383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003983948,"about_ca_topic_score_gemma":0.0105404,"domain_scores_codex":[0.9995267,0.0000711644,0.00008035565,0.000102055,0.00007735272,0.0001423283],"domain_scores_gemma":[0.9995919,0.0002741887,0.00001583092,0.00007553188,0.00001389356,0.00002869279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008146226,0.000008898414,0.9222752,0.000006784313,0.000003128632,0.000002635914,0.02377135,5.156533e-7,0.00002174973,0.0422825,0.003632082,0.007986962],"study_design_scores_gemma":[0.0003426919,0.00001973822,0.3895439,0.00005061033,0.00000470592,3.890885e-7,0.0636142,0.00001587643,0.00003950614,0.01307772,0.5331713,0.0001193614],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9563842,0.004470618,0.00002665102,0.005227472,0.0002081422,0.00009605739,2.115967e-7,0.0000267413,0.03355992],"genre_scores_gemma":[0.9950187,0.001179257,0.000007115923,0.0006791258,0.00005084627,0.00002565766,1.238138e-7,0.00000118495,0.003038045],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5327314,"threshold_uncertainty_score":0.588179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03453005431295252,"score_gpt":0.3628778996422488,"score_spread":0.3283478453292963,"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."}}