{"id":"W7099261226","doi":"","title":"Author manuscript, published in "Privacy, Security and Trust, Montreal: Canada (2011)" Safe Realization of the Generalization Privacy Mechanism *","year":2011,"lang":"en","type":"article","venue":"","topic":"Health and Conflict Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Confidentiality; Server; Vulnerability (computing); Data publishing; Set (abstract data type); Data breach; Information privacy; Personally identifiable information; Single point of failure","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002256226,0.0006718743,0.0009483786,0.001548384,0.00684749,0.01103579,0.001499207,0.00379895,0.276984],"category_scores_gemma":[0.007564917,0.0007695356,0.0006427646,0.003964708,0.003910156,0.00317246,0.001416476,0.002638946,0.04125077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02352045,"about_ca_system_score_gemma":0.02360422,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6568022,"about_ca_topic_score_gemma":0.8014452,"domain_scores_codex":[0.9981496,0.0002136193,0.000106167,0.0002807507,0.0009033655,0.0003465121],"domain_scores_gemma":[0.9949257,0.0008811917,0.0001220198,0.0004681715,0.003061013,0.0005418223],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000391052,0.00001416761,0.0006545663,0.0001583307,0.00001814341,0.0001616266,0.0003194231,0.0004749608,0.0002810627,0.0357421,0.9167827,0.04535377],"study_design_scores_gemma":[0.00001016833,0.000007479033,0.00117774,0.0001685535,0.000008084388,0.00006785502,0.0003398189,0.0004904489,0.0002550741,0.006144495,0.9913031,0.00002712424],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003257415,0.03657397,0.01199217,0.1372315,0.03499656,0.0003670951,0.00941222,0.001126848,0.7650422],"genre_scores_gemma":[0.0225463,0.01212854,0.004150534,0.003867284,0.002026938,0.00006196081,0.001219713,0.0004230362,0.9535757],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3431978,"threshold_uncertainty_score":0.9266037,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09934048654314676,"score_gpt":0.3455143200164612,"score_spread":0.2461738334733145,"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."}}