{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03537345,0.0006947437,0.001161904,0.001990605,0.004993028,0.02029888,0.003026655,0.00752494,0.004152186],"category_scores_gemma":[0.1265388,0.001428132,0.001227845,0.002202937,0.01208655,0.04180128,0.007420255,0.01025211,0.001021186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004308772,"about_ca_system_score_gemma":0.008051013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004145147,"about_ca_topic_score_gemma":0.002187685,"domain_scores_codex":[0.9599884,0.01807033,0.002413945,0.003499011,0.011462,0.004566239],"domain_scores_gemma":[0.8423339,0.08494268,0.01585147,0.03933215,0.01424383,0.003296064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004421038,0.0001392368,0.01024751,0.0002211188,0.0001465249,0.0002336795,0.002353662,0.01178157,0.002958815,0.9251036,0.003801792,0.04257036],"study_design_scores_gemma":[0.00007934323,0.0001795113,0.005138719,0.0002298938,0.0001751458,0.0004911566,0.002283501,0.02750677,0.004648196,0.9444284,0.01472296,0.0001163743],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4241179,0.004664956,0.3190493,0.1374328,0.0008712957,0.000220167,0.0005173619,0.001357583,0.1117685],"genre_scores_gemma":[0.9857415,0.0004413621,0.01049617,0.001180093,0.0001406585,0.0000384566,0.00003471284,0.0000902864,0.001836825],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03537345,"threshold_uncertainty_score":0,"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."}}