{"id":"W2511611662","doi":"10.2139/ssrn.2814335","title":"Securities Class Actions in the United States and Canada Against Chinese Companies and Their Auditors: An Empirical Investigation","year":2016,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Corporate Insolvency and Governance","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Business; Accounting; Audit; Class action; Empirical research; Class (philosophy); State (computer science)","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":[0.001298714,0.0002663999,0.0004034858,0.002703232,0.005271333,0.003211524,0.001039995,0.001329173,0.003176956],"category_scores_gemma":[0.006544998,0.0002496506,0.000319056,0.005324518,0.003106069,0.00102653,0.001593026,0.002123213,0.0001997762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01880587,"about_ca_system_score_gemma":0.0244206,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9497858,"about_ca_topic_score_gemma":0.9788214,"domain_scores_codex":[0.9979423,0.000170966,0.00008567837,0.0001001512,0.0006563709,0.001044583],"domain_scores_gemma":[0.9841394,0.002453049,0.007312038,0.0003250093,0.002727997,0.003042507],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000104448,0.0001301682,0.9884986,0.00001256973,0.00003147918,0.0001308193,0.005828758,0.00008454866,0.00006595592,0.001442085,0.0008142845,0.002856268],"study_design_scores_gemma":[0.00001075835,0.00003788621,0.9804004,0.00002833398,0.00005152333,0.00004433633,0.01753711,0.00027188,0.0001238739,0.0001371275,0.001343956,0.00001275754],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965197,0.0001322919,0.00001140777,0.0002040198,0.000004330223,0.00001229696,0.00009601748,9.721279e-7,0.003019035],"genre_scores_gemma":[0.9982433,0.0001726975,0.00001020843,0.0001016603,0.000005403944,0.000004843427,0.0001266844,8.172636e-7,0.001334487],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05021417,"threshold_uncertainty_score":0.1364467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01368501808251655,"score_gpt":0.2224654049110926,"score_spread":0.2087803868285761,"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."}}