{"id":"W4382992435","doi":"10.2139/ssrn.4497994","title":"How Good are Privacy Guarantees? Platform Architecture and Violation of User Privacy","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Privacy, Security, and Data Protection","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Internet privacy; Architecture; Information privacy; Privacy software; Computer security; Privacy policy; Privacy protection; Computer science; Privacy by Design; Business; Geography","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":[0.002194468,0.0001485344,0.0002112746,0.0002550372,0.0007065551,0.0001936897,0.0005217665,0.0001568688,0.00001245956],"category_scores_gemma":[0.0009438813,0.0001326939,0.00009213015,0.0005805418,0.0001359614,0.0008048113,0.0001835719,0.001254939,0.000008744477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003591783,"about_ca_system_score_gemma":0.0009010626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003478315,"about_ca_topic_score_gemma":0.003186199,"domain_scores_codex":[0.9974731,0.000150644,0.000240516,0.0002298094,0.0004986884,0.001407232],"domain_scores_gemma":[0.9991217,0.00008742451,0.0003336637,0.0002420242,0.0001116163,0.0001035792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0005560956,0.0002902755,0.05879766,0.0001869976,0.0005503983,0.00002247657,0.04348228,0.00005077917,0.006714201,0.61217,0.001921338,0.2752575],"study_design_scores_gemma":[0.001115966,0.0003174522,0.02399438,0.00009069328,0.00005154277,0.000102397,0.01476314,0.00009159445,0.0003709749,0.9057387,0.05305133,0.0003118913],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9804674,0.001307772,0.008031235,0.009069618,0.0002612022,0.0003636173,0.00001345637,0.0001187506,0.0003668948],"genre_scores_gemma":[0.9910723,0.007585639,0.000122214,0.00002980097,0.0005270944,0.000006869658,0.00001217365,0.00001785044,0.0006260768],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2935686,"threshold_uncertainty_score":0.5452154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01944782788527131,"score_gpt":0.2771225361695723,"score_spread":0.257674708284301,"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."}}