{"id":"W4380635097","doi":"10.2139/ssrn.4473380","title":"Privacy Governance in Contact Tracing Apps: A Comparative International Study","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"COVID-19 Digital Contact Tracing","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"","keywords":"Corporate governance; Tracing; Business; Contact tracing; Internet privacy; Political science; Computer science; Computer security; Medicine; Finance","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":[],"consensus_categories":[],"category_scores_codex":[0.001879396,0.0002015757,0.0002792952,0.0002910692,0.0001434502,0.0004163372,0.001569999,0.00003864486,0.000006983141],"category_scores_gemma":[0.0001665883,0.0001965436,0.000101005,0.0009712178,0.00001371446,0.001796778,0.000296581,0.001571189,0.0001040494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002237657,"about_ca_system_score_gemma":0.001657482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001517272,"about_ca_topic_score_gemma":0.002334085,"domain_scores_codex":[0.9966468,0.0001271379,0.0004731397,0.0004173166,0.0006228855,0.001712741],"domain_scores_gemma":[0.9990353,0.0002593052,0.0002310904,0.0003014585,0.00009053649,0.0000823335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0002155991,0.001138459,0.09937356,0.00002098442,0.00057858,0.0005711771,0.02886003,0.003398425,0.00100043,0.7905247,0.0002128548,0.07410524],"study_design_scores_gemma":[0.01235805,0.003317761,0.5580207,0.0006868857,0.00004042644,0.001048486,0.02238111,0.1101267,0.0004734536,0.2850125,0.00469739,0.001836617],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9349667,0.0003945644,0.05914952,0.002096428,0.0005518731,0.0003967744,0.000002224864,0.0002070697,0.002234888],"genre_scores_gemma":[0.9989955,0.0002107143,0.0001083669,0.0001151011,0.0001213193,0.00001766516,0.00000140613,0.00001305578,0.0004168729],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5055122,"threshold_uncertainty_score":0.8014814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0365938209858784,"score_gpt":0.3260874210012378,"score_spread":0.2894936000153595,"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."}}