{"id":"W3124441091","doi":"10.2139/ssrn.3767301","title":"Surveil, Trace, Repeat: Immunity Passports and Contact Tracing Surveillance","year":2021,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Public Health Policies and Education","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Tracing; TRACE (psycholinguistics); Contact tracing; Immunity; Computer science; Computer security; Medicine; Immunology; Programming language; Pathology; Infectious disease (medical specialty); Linguistics; Philosophy; Immune system; Disease; Coronavirus disease 2019 (COVID-19)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005126567,0.0003867073,0.0003161357,0.002703238,0.001053436,0.003723217,0.001053942,0.002227989,0.01791484],"category_scores_gemma":[0.03253884,0.0002655934,0.0004852506,0.001639537,0.001546064,0.004374222,0.002503529,0.001831775,0.001612638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001269299,"about_ca_system_score_gemma":0.003625792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02389319,"about_ca_topic_score_gemma":0.03185549,"domain_scores_codex":[0.9945468,0.00333351,0.0002371814,0.0003888248,0.0009478393,0.0005457849],"domain_scores_gemma":[0.980555,0.01091922,0.00477031,0.001314179,0.001263392,0.001177865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001811796,0.0004799801,0.5409493,0.0004058458,0.0001337403,0.0003991894,0.002583715,0.003348279,0.0004065931,0.06739934,0.05986026,0.3238525],"study_design_scores_gemma":[0.00008700594,0.002048784,0.5894179,0.003118987,0.00057088,0.004301405,0.02936961,0.0419763,0.003263515,0.08903667,0.2365926,0.0002163601],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4181487,0.01092451,0.03956133,0.153053,0.002025078,0.0004058345,0.004963571,0.0010359,0.3698821],"genre_scores_gemma":[0.9616879,0.00276085,0.004663933,0.002519463,0.0006587721,0.00007698926,0.0006171555,0.0000537887,0.02696119],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02389319,"threshold_uncertainty_score":0.0599311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02561044171468141,"score_gpt":0.3828259316778636,"score_spread":0.3572154899631822,"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."}}