{"id":"W3122007062","doi":"10.1287/mnsc.2014.1975","title":"Rational Information Leakage","year":2014,"lang":"en","type":"article","venue":"Management Science","topic":"Financial Markets and Investment Strategies","field":"Economics, Econometrics and Finance","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Information leakage; Insider; Incentive; Private information retrieval; Insider trading; Profit (economics); Business; Value of information; Microeconomics; Information asymmetry; Asset (computer security); Economics; Financial economics; Industrial organization; Actuarial science; Finance; Computer science; Computer security","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008287568,0.00005689983,0.00007437974,0.0002331945,0.0002108533,0.0002267942,0.0002604255,0.00001283127,0.0002044225],"category_scores_gemma":[0.00005208523,0.00006054772,0.00002066808,0.000358592,0.0001498042,0.00158035,0.00007765249,0.00002902221,0.001309803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004011484,"about_ca_system_score_gemma":0.000005579705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001777197,"about_ca_topic_score_gemma":0.000001071178,"domain_scores_codex":[0.9993706,0.000002838508,0.0002248095,0.0001607629,0.00006614636,0.000174817],"domain_scores_gemma":[0.9996669,0.00000629234,0.0001058052,0.000173471,0.00001427052,0.00003330864],"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":[0.000001117992,0.000007801064,0.002330371,0.000009142977,0.000001448596,8.928544e-8,0.00004314228,0.00006181223,0.000003206794,0.9929502,0.001648266,0.002943402],"study_design_scores_gemma":[0.0001885387,0.00003197522,0.2701183,0.000004909036,9.996511e-7,2.453002e-7,0.00004848513,0.007761884,0.00002891771,0.2070287,0.5146559,0.0001310811],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02213766,0.00001888547,0.0312615,0.0006521185,0.0004013751,0.0001198212,0.000004483775,0.00003508953,0.9453691],"genre_scores_gemma":[0.9952298,0.00002036302,0.002077826,0.001209197,0.00003312004,0.00001499634,0.000005327774,0.000002188499,0.001407119],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9730922,"threshold_uncertainty_score":0.9994678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01586918654240203,"score_gpt":0.1919401327607382,"score_spread":0.1760709462183361,"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."}}