{"id":"W4226515518","doi":"10.1093/phe/phac006","title":"COVID-19 Vaccination Passports: Are They a Threat to Equality?","year":2022,"lang":"en","type":"article","venue":"Public Health Ethics","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Social Sciences and Humanities Research Council","keywords":"Coronavirus disease 2019 (COVID-19); Inequality; Context (archaeology); Opposition (politics); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Political science; Public health; Law and economics; Sociology; Politics; Law; Geography; Medicine; Virology; Mathematics","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":["metaresearch","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01591547,0.0001169754,0.0002364526,0.0002092048,0.004283224,0.0001568415,0.0004703988,0.0001458918,0.002740197],"category_scores_gemma":[0.01005166,0.0001267827,0.00006963508,0.0008586396,0.000009473827,0.0003244043,0.0001972503,0.001002245,0.00004426428],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002427754,"about_ca_system_score_gemma":0.01214171,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02110758,"about_ca_topic_score_gemma":0.02935304,"domain_scores_codex":[0.9954553,0.001739041,0.0004246222,0.0003814183,0.001257382,0.0007422612],"domain_scores_gemma":[0.996798,0.000920933,0.0002811526,0.0003424876,0.0002696143,0.001387849],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001184256,0.0001395001,0.01741025,0.0001408439,0.000009252923,0.000009742693,0.6597252,0.00006313135,2.610914e-7,0.2790162,0.03463516,0.008838594],"study_design_scores_gemma":[0.0001990677,0.00007775798,0.01309951,0.000004684046,0.000002202594,0.000001649995,0.03433229,0.000008497551,1.221029e-7,0.007039616,0.9450986,0.0001359682],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.006591702,0.0003788011,0.002858545,0.982215,0.0006003414,0.000711413,0.0000610634,0.0002461848,0.006336924],"genre_scores_gemma":[0.6636767,0.0002965231,0.0001438207,0.3337269,0.000329388,0.0001983518,0.00003828409,0.00001644782,0.001573685],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9104635,"threshold_uncertainty_score":0.9982871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2840506907026944,"score_gpt":0.4717867518763964,"score_spread":0.187736061173702,"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."}}