{"id":"W7138828618","doi":"","title":"Representations & Warranties, Fraud, and Risk Shifting: An Analytical Framework","year":2024,"lang":"","type":"article","venue":"","topic":"Corporate Insolvency and Governance","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for International Governance Innovation","funders":"","keywords":"Plaintiff; Limit (mathematics); Securities fraud; Liability; Damages","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":[0.006502532,0.001201584,0.0007695202,0.006766866,0.005108288,0.01136215,0.002921298,0.007071143,0.006714528],"category_scores_gemma":[0.009944932,0.000865724,0.001755212,0.004312849,0.02204008,0.01375598,0.006723783,0.005312172,0.0006938699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008481629,"about_ca_system_score_gemma":0.006583279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00700362,"about_ca_topic_score_gemma":0.00545188,"domain_scores_codex":[0.9949297,0.002765288,0.0002165364,0.0003220271,0.001105165,0.0006613607],"domain_scores_gemma":[0.9923843,0.004622029,0.001379929,0.0004374805,0.00075528,0.000421027],"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":[0.000001509363,0.00001911282,0.000202062,0.000008365379,0.00000224057,0.00006736001,0.0002306362,0.001335256,0.00001415546,0.9966157,0.0003663521,0.001137287],"study_design_scores_gemma":[0.000004893753,0.00001334448,0.0002607046,0.00009539857,0.000009929483,0.0001092103,0.0007193097,0.01481461,0.00003945104,0.9765624,0.007354858,0.00001582213],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05706609,0.01281249,0.4126979,0.06604367,0.0005271084,0.0004345796,0.0002080313,0.0001071337,0.450103],"genre_scores_gemma":[0.9126573,0.008357531,0.05556204,0.001462559,0.0008844612,0.0004164334,0.00007195777,0.00004733488,0.02054043],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01136215,"threshold_uncertainty_score":0.06153888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03158137949398371,"score_gpt":0.2853587210836163,"score_spread":0.2537773415896326,"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."}}