{"id":"W3209107571","doi":"10.1177/23780231211052946","title":"Vaccine and COVID-19 Trajectories","year":2021,"lang":"en","type":"article","venue":"Socius Sociological Research for a Dynamic World","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Western University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Coronavirus disease 2019 (COVID-19); Vaccination; Pandemic; Equity (law); Inequality; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Demography; 2019-20 coronavirus outbreak; Health equity; Geography; Medicine; Environmental health; Public health; Infectious disease (medical specialty); Disease; Virology; Political science; Sociology; Outbreak; Mathematics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.006394725,0.0003041085,0.0008759961,0.0001178067,0.001385726,0.00006139768,0.0003404183,0.0003255314,0.000695424],"category_scores_gemma":[0.1223539,0.0002174966,0.000420725,0.0007033919,0.001171105,0.0000646132,0.0007443947,0.001064072,0.00001839555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008964452,"about_ca_system_score_gemma":0.0004185617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008052901,"about_ca_topic_score_gemma":0.001285397,"domain_scores_codex":[0.9952264,0.001500576,0.0005662939,0.0009367555,0.0005329513,0.001237065],"domain_scores_gemma":[0.943222,0.05531864,0.0001014502,0.0003958555,0.0004574677,0.0005046049],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003528739,0.0005152274,0.02177768,0.001102352,0.0004507014,0.000151448,0.002021362,0.0000130292,0.0006338313,0.8177619,0.1525646,0.002655055],"study_design_scores_gemma":[0.0009161807,0.0002602632,0.008752502,0.00002356984,0.00003541542,0.000006497099,0.00214927,0.000714371,0.00001287049,0.9364207,0.05043743,0.0002708884],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6771867,0.01614928,0.0497457,0.2392683,0.000507861,0.005345288,0.0007633095,0.002191222,0.008842284],"genre_scores_gemma":[0.9625204,0.001318207,0.0181485,0.003894099,0.0002870577,0.0009740162,0.00007283667,0.00004808841,0.01273681],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2853336,"threshold_uncertainty_score":0.9999143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5587919789145029,"score_gpt":0.5876974087473258,"score_spread":0.02890542983282285,"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."}}