{"id":"W2125375245","doi":"10.2139/ssrn.510842","title":"Insider Trading and Voluntary Disclosures","year":2006,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Auditing, Earnings Management, Governance","field":"Business, Management and Accounting","cited_by":114,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Insider trading; Business; Insider; Turnover; Accounting; Finance; Economics; Political science; Law; Management","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":[],"consensus_categories":[],"category_scores_codex":[0.0009048358,0.0002007134,0.0001815999,0.0001862826,0.0004095244,0.000380299,0.0002241217,0.00004548193,0.00008537134],"category_scores_gemma":[0.0004327476,0.0001853806,0.0000765567,0.0002537286,0.00005832571,0.001222643,0.000119543,0.001024341,0.00006020077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002491945,"about_ca_system_score_gemma":0.0001053775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001298764,"about_ca_topic_score_gemma":0.00264969,"domain_scores_codex":[0.9975487,0.00001234662,0.0002898501,0.0002549418,0.0003227235,0.001571424],"domain_scores_gemma":[0.9962445,0.00002369075,0.003550736,0.0001173304,0.00005206294,0.00001167051],"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":[0.00003409874,0.00006471922,0.2880096,0.00005233334,0.0001170972,0.00003044047,0.00003571986,0.0001203803,0.0003205145,0.5966144,0.007530395,0.1070704],"study_design_scores_gemma":[0.001197993,0.00003818423,0.188864,0.00007480432,0.0001392496,0.0001633605,0.0007839261,0.001044805,0.00001720807,0.6160605,0.1910719,0.000544064],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9244088,0.002079124,0.05599819,0.001996153,0.000242282,0.0001275806,5.834849e-7,0.0001033919,0.0150439],"genre_scores_gemma":[0.9933601,0.000296295,0.00006048537,0.0006425371,0.002671603,0.000003629756,0.000005334857,0.00004173631,0.002918273],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1835415,"threshold_uncertainty_score":0.7559602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00448095414485395,"score_gpt":0.1866785097248939,"score_spread":0.1821975555800399,"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."}}