{"id":"W4382935627","doi":"10.3386/w31413","title":"How Good Are Privacy Guarantees? Platform Architecture and Violation of User Privacy","year":2023,"lang":"en","type":"report","venue":"National Bureau of Economic Research","topic":"Privacy, Security, and Data Protection","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"William and Flora Hewlett Foundation","keywords":"Architecture; Internet privacy; Computer science; Information privacy; Privacy software; Computer security; 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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.007591845,0.0002319694,0.0005682841,0.001202152,0.000462588,0.0002215158,0.001044001,0.000684682,0.0001037281],"category_scores_gemma":[0.01142189,0.0002375947,0.0001684131,0.0004640465,0.0006541412,0.0006527573,0.0007524501,0.0009767009,0.00002623905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001226905,"about_ca_system_score_gemma":0.003747215,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007945566,"about_ca_topic_score_gemma":0.00371102,"domain_scores_codex":[0.9954906,0.0003069798,0.0006507124,0.000626153,0.002439043,0.0004865071],"domain_scores_gemma":[0.9954858,0.001232701,0.00079419,0.0005020794,0.001843121,0.0001420684],"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":[0.0007356087,0.0005831397,0.02628996,0.004133131,0.001269044,0.00002150504,0.01394385,0.000188851,0.0009855792,0.6962544,0.2092721,0.04632287],"study_design_scores_gemma":[0.0007196962,0.0001572778,0.01638895,0.0004819752,0.00003225083,0.0000105071,0.001226709,0.0001200738,0.0002895887,0.694399,0.285779,0.00039498],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3548897,0.006310627,0.0005104097,0.04258224,0.005284845,0.01133571,0.004336822,0.0004697083,0.57428],"genre_scores_gemma":[0.9833009,0.006873433,0.0003495053,0.000009553187,0.00192281,0.0001200252,0.0007802481,0.00005833792,0.006585229],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6284112,"threshold_uncertainty_score":0.9986606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3420467973306528,"score_gpt":0.4920468163269638,"score_spread":0.150000018996311,"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."}}