{"id":"W3194293023","doi":"10.2139/ssrn.3903448","title":"Litigation and Information Effects on Private Sales of Securities","year":2021,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Private placement; Business; Private information retrieval; Investment banking; Finance; Computer security; Computer science","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":[0.005473104,0.0002770606,0.0008272885,0.002431286,0.001894403,0.005912016,0.001132012,0.003848467,0.02534859],"category_scores_gemma":[0.0563316,0.0004130562,0.0008241534,0.001968762,0.002041714,0.002989341,0.001975926,0.003301488,0.001470145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003000737,"about_ca_system_score_gemma":0.002383645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01332705,"about_ca_topic_score_gemma":0.01369404,"domain_scores_codex":[0.9959901,0.001051075,0.0002743637,0.0002691358,0.0009911532,0.001424121],"domain_scores_gemma":[0.8456235,0.1256034,0.0167899,0.002697164,0.003661586,0.005624405],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02624026,0.01270122,0.5953192,0.0005553089,0.001303354,0.007845332,0.008396866,0.0271733,0.01138365,0.1908331,0.0257855,0.09246288],"study_design_scores_gemma":[0.001435015,0.004579423,0.8283783,0.0002348855,0.001313548,0.001356382,0.00868027,0.02981887,0.008075075,0.1058169,0.01006188,0.0002494056],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9691693,0.0009036472,0.0001406293,0.002584635,0.0000466779,0.00001668855,0.0003277184,0.00002059921,0.02679013],"genre_scores_gemma":[0.996472,0.0002345503,0.00001781454,0.0001113277,0.0000704685,0.000004132155,0.00009779385,0.000004474987,0.002987504],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02534859,"threshold_uncertainty_score":0.08479953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003840067600093269,"score_gpt":0.1769424275236592,"score_spread":0.1731023599235659,"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."}}