{"id":"W3207144569","doi":"10.3390/jcp1040030","title":"A Security and Privacy Scoring System for Contact Tracing Apps","year":2021,"lang":"en","type":"article","venue":"Journal of Cybersecurity and Privacy","topic":"COVID-19 Digital Contact Tracing","field":"Computer Science","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Computer science; Computer security; Internet privacy; Tracing; Contact tracing; Vulnerability (computing); Bluetooth; Coronavirus disease 2019 (COVID-19); Wireless","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01337146,0.001419738,0.0007746307,0.009025191,0.001836065,0.003334138,0.001110766,0.00122186,0.006360463],"category_scores_gemma":[0.0540194,0.0005058438,0.001027025,0.003078244,0.0008555855,0.003747184,0.003390096,0.001672975,0.003714259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002118036,"about_ca_system_score_gemma":0.001940221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003832402,"about_ca_topic_score_gemma":0.003798136,"domain_scores_codex":[0.9812934,0.004792275,0.003173902,0.001373971,0.008441039,0.0009255213],"domain_scores_gemma":[0.9552623,0.01401358,0.006012721,0.004711153,0.01879182,0.001208408],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001499055,0.001951799,0.2360917,0.00144603,0.0002282595,0.0006933657,0.006877196,0.01638588,0.01874964,0.04429817,0.0426711,0.6291077],"study_design_scores_gemma":[0.0002627945,0.003366497,0.2962463,0.001147929,0.0003054989,0.001998288,0.006823918,0.5159952,0.03646367,0.03864946,0.09795201,0.0007884612],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.4942678,0.0004804296,0.3947408,0.001963324,0.0003151201,0.008934272,0.009143958,0.02465244,0.06550181],"genre_scores_gemma":[0.7642204,0.000181766,0.2172308,0.0002225354,0.00004534385,0.002899196,0.005879856,0.0004024875,0.008917607],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01337146,"threshold_uncertainty_score":0.07071584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02271989171423914,"score_gpt":0.269664117413902,"score_spread":0.2469442256996629,"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."}}