{"id":"W4206646812","doi":"10.3386/w29563","title":"COVID-19 Vaccination Mandates and Vaccine Uptake","year":2021,"lang":"en","type":"report","venue":"National Bureau of Economic Research","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Vaccination; Virology; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Outbreak; Infectious disease (medical specialty); Internal medicine","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":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.009013096,0.0001637428,0.0004443096,0.000726328,0.0005904694,0.0001766979,0.0003830477,0.0004253218,0.00781861],"category_scores_gemma":[0.0107421,0.0001795654,0.0001205787,0.0002872733,0.00003873555,0.0002913349,0.0001817027,0.000501649,0.00005568182],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003157783,"about_ca_system_score_gemma":0.02134111,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007655334,"about_ca_topic_score_gemma":0.01233353,"domain_scores_codex":[0.9964138,0.0003618771,0.0006077401,0.0005430982,0.001682617,0.0003908639],"domain_scores_gemma":[0.9951069,0.001430295,0.0002861447,0.0002184334,0.002606243,0.0003520027],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005199247,0.00008472917,0.008969205,0.0004470956,0.000185755,0.00002370864,0.00104296,0.00004216507,0.00002138306,0.4324716,0.5497966,0.006862826],"study_design_scores_gemma":[0.0006330201,0.00005559847,0.01064684,0.00006615042,0.00002212149,0.00001441686,0.0007304746,0.00003627288,0.00002915341,0.2447765,0.7427599,0.0002295367],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.006941239,0.008899414,0.00001153102,0.01639968,0.0006574352,0.0007301021,0.0001312861,0.00003469149,0.9661946],"genre_scores_gemma":[0.8352382,0.06487884,0.0002444801,0.0002905745,0.004337236,0.0001305776,0.001332404,0.00006315346,0.09348454],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8727101,"threshold_uncertainty_score":0.9989527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3552066403770507,"score_gpt":0.5544231901120292,"score_spread":0.1992165497349785,"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."}}