{"id":"W3186482485","doi":"10.47326/ocsat.2021.02.39.1.0","title":"COVID-19 Vaccine Certificates: Key Considerations for the Ontario Context","year":2021,"lang":"en","type":"report","venue":"","topic":"COVID-19 Digital Contact Tracing","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vaccination; Context (archaeology); Verifiable secret sharing; Immunization; Population; Business; Public health; Internet privacy; Medicine; Environmental health; Computer science; Virology; Immunology; Nursing; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02564255,0.000522675,0.0006097825,0.001685325,0.01014868,0.01215744,0.0053406,0.007374693,0.0173651],"category_scores_gemma":[0.07010981,0.0008425536,0.0007732169,0.002330075,0.007251631,0.007245053,0.004656089,0.006555151,0.002488953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.077365,"about_ca_system_score_gemma":0.3392126,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9509737,"about_ca_topic_score_gemma":0.9799191,"domain_scores_codex":[0.971713,0.004969284,0.002138556,0.001741907,0.01398235,0.005454835],"domain_scores_gemma":[0.8924577,0.0274944,0.004816034,0.003818339,0.05063333,0.02078023],"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":[0.0002286337,0.0002018824,0.03298648,0.001164646,0.00003729915,0.002901549,0.008266336,0.001434886,0.001570089,0.1710659,0.6771366,0.1030057],"study_design_scores_gemma":[0.00004778507,0.00007560873,0.01716431,0.0009339955,0.00002667825,0.0005024396,0.005448316,0.0007424231,0.0003952542,0.008606031,0.9659832,0.00007391503],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0114811,0.005485984,0.002935235,0.8493753,0.002595502,0.0006666339,0.001743969,0.0001738019,0.1255423],"genre_scores_gemma":[0.3715015,0.02808185,0.03999862,0.2512951,0.004634814,0.0012121,0.003850183,0.0006027232,0.2988231],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.077365,"threshold_uncertainty_score":0.561325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2020717907860143,"score_gpt":0.3546781630788371,"score_spread":0.1526063722928228,"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."}}