{"id":"W2163581942","doi":"10.2139/ssrn.1915649","title":"Rational Information Leakage","year":2011,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Markets and Investment Strategies","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Leakage (economics); Information leakage; Computer science; Computer security; 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":[0.002768134,0.000732548,0.0009685392,0.001137465,0.0008102715,0.004764608,0.0008365828,0.003459712,0.01613906],"category_scores_gemma":[0.02654708,0.0005517364,0.0008169961,0.0008833635,0.002755222,0.009008697,0.002243772,0.00330621,0.002368017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00137694,"about_ca_system_score_gemma":0.0009451727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004991046,"about_ca_topic_score_gemma":0.0002737963,"domain_scores_codex":[0.9978115,0.0008030307,0.000136444,0.0003755576,0.0006012651,0.0002722242],"domain_scores_gemma":[0.9862898,0.008549781,0.001101113,0.002614038,0.001096691,0.0003485731],"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":[0.00004726577,0.00002203839,0.0002003985,0.00004906081,0.00002153271,0.00009703079,0.00009800935,0.002456653,0.0002907349,0.9843839,0.004382589,0.007950646],"study_design_scores_gemma":[0.00001198724,0.000008602451,0.00006948851,0.00001433771,0.0000105564,0.0000837271,0.00002278941,0.01301427,0.000215286,0.9842658,0.002276543,0.00000658375],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1076484,0.00261428,0.4416896,0.03709844,0.0009868126,0.0002235396,0.0008937409,0.0008619113,0.4079832],"genre_scores_gemma":[0.9341356,0.00126444,0.01390162,0.002153944,0.0006939227,0.000110695,0.0001953128,0.0001317689,0.04741276],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01613906,"threshold_uncertainty_score":0.05399054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02217902894532143,"score_gpt":0.1855803692444814,"score_spread":0.16340134029916,"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."}}