{"id":"W4352981167","doi":"10.1109/iscmi56532.2022.10068461","title":"VPass: An Open-Source COVID-19 Vaccine Passport, and Vaccine Hesitancy","year":2022,"lang":"en","type":"article","venue":"","topic":"COVID-19 Digital Contact Tracing","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Conestoga College","funders":"","keywords":"Computer science; Certificate; Encryption; Coronavirus disease 2019 (COVID-19); The Internet; World Wide Web; Computer security; Internet privacy; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008486432,0.0002706778,0.0003528375,0.000227162,0.0007027726,0.0008347442,0.002651622,0.00003948086,0.000571585],"category_scores_gemma":[0.0001582551,0.0002660865,0.00004820477,0.0008052642,0.000009872214,0.002560366,0.003974519,0.0002726418,0.00001915191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000347524,"about_ca_system_score_gemma":0.000411678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001298299,"about_ca_topic_score_gemma":0.0008638387,"domain_scores_codex":[0.9974668,0.0001487827,0.0004273663,0.001005634,0.0004741194,0.00047732],"domain_scores_gemma":[0.9976394,0.0003296229,0.0001498902,0.001213785,0.00005262498,0.0006146919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007195686,0.0027199,0.1948956,0.0004753512,0.0002909677,0.002788236,0.01403606,0.006412062,0.005259806,0.4787367,0.1038973,0.1897685],"study_design_scores_gemma":[0.006131073,0.002322298,0.04450559,0.00002536898,0.00004046948,0.0006879192,0.001389951,0.05266709,0.0004706456,0.01237831,0.8776613,0.001720024],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2312408,0.0005933182,0.7106009,0.04318238,0.0005410436,0.001512956,0.00002907892,0.001925744,0.01037381],"genre_scores_gemma":[0.9671164,0.000007858313,0.005266965,0.02432069,0.0000545729,0.00008576106,0.00001611573,0.00003189102,0.003099782],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.773764,"threshold_uncertainty_score":0.9999791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03216103244984164,"score_gpt":0.2989722439423261,"score_spread":0.2668112114924844,"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."}}