{"id":"W3122495940","doi":"","title":"Legal Liability Coverage and Voluntary Disclosure","year":2008,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Auditing, Earnings Management, Governance","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; Voluntary disclosure; Sample (material); Litigation risk analysis; Liability; Cash; Actuarial science; Accounting; Quality (philosophy); Finance; Audit","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002684481,0.0001275998,0.0001900745,0.002317407,0.0004746472,0.001696292,0.0004574644,0.0005452018,0.003310575],"category_scores_gemma":[0.06692673,0.0001564577,0.0001888423,0.001818637,0.0007352946,0.001261594,0.001166399,0.0006205905,0.0002886973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007214827,"about_ca_system_score_gemma":0.0007171968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005553171,"about_ca_topic_score_gemma":0.005222883,"domain_scores_codex":[0.9968761,0.0007554118,0.0003462128,0.0002728986,0.001229439,0.0005199416],"domain_scores_gemma":[0.8199027,0.06403522,0.1030838,0.003506303,0.004824242,0.004647663],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001007982,0.00007540346,0.979535,0.00003230071,0.00006135001,0.0002095501,0.0004442434,0.0009853011,0.0003759391,0.001645168,0.0004526678,0.01608218],"study_design_scores_gemma":[0.00001093992,0.0001019533,0.9898332,0.00006422332,0.00003621368,0.0008486697,0.0005196219,0.002560172,0.0006216222,0.003379176,0.0020083,0.00001574716],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934309,0.0009606259,0.0006938218,0.0007749855,0.000009039576,0.00001168352,0.0003879203,0.00001402382,0.00371709],"genre_scores_gemma":[0.9994137,0.0001000662,0.00007592073,0.00002341847,0.00002155691,0.000002327572,0.0001614247,0.000001153186,0.0002003794],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005553171,"threshold_uncertainty_score":0.01419705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004700005217833048,"score_gpt":0.1865801045036642,"score_spread":0.1818800992858311,"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."}}