{"id":"W4251985271","doi":"10.2139/ssrn.1780522","title":"Rational Information Leakage","year":2011,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Network Security and Intrusion Detection","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Leakage (economics); Information leakage; Business; Computer security; Computer science; Economics","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":[0.003601935,0.0009245296,0.001121277,0.001588302,0.0013437,0.005440758,0.0012259,0.003316907,0.01460425],"category_scores_gemma":[0.02398301,0.0006168563,0.0009562771,0.001200379,0.006242096,0.01281022,0.00365467,0.005391955,0.002557476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002345622,"about_ca_system_score_gemma":0.001388031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005142366,"about_ca_topic_score_gemma":0.0002759994,"domain_scores_codex":[0.9957973,0.001285638,0.000218005,0.0007157131,0.001455291,0.0005282456],"domain_scores_gemma":[0.9874777,0.005887417,0.0008697002,0.004124321,0.001258783,0.0003821934],"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":[0.00002703335,0.00001414915,0.0001152076,0.00002501078,0.00001138837,0.00004175886,0.00007111921,0.0006610157,0.0001464836,0.9926185,0.002103841,0.00416438],"study_design_scores_gemma":[0.000007935897,0.000007869334,0.00004301084,0.00001010038,0.000008262105,0.0000691256,0.00002156299,0.003756893,0.0002542856,0.9930128,0.002803198,0.000004942669],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07669988,0.002145924,0.312004,0.02859658,0.0008026803,0.0002462473,0.0005600054,0.000962044,0.5779825],"genre_scores_gemma":[0.9283599,0.0010683,0.01245935,0.00226156,0.0005043495,0.000140855,0.0001519227,0.0001571003,0.05489659],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01460425,"threshold_uncertainty_score":0.04885608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009728898778771252,"score_gpt":0.197351594637806,"score_spread":0.1876226958590348,"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."}}