{"id":"W3125925937","doi":"","title":"Audit Quality in ASEAN","year":2005,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Auditing, Earnings Management, Governance","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Audit; Business; Accounting; Joint audit; Statutory law; Quality audit; Auditor independence; Audit plan; Liability; Internal audit; Political science; Law","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":[0.005055624,0.0001299803,0.0001824378,0.002494133,0.001660273,0.003240894,0.0002901979,0.0003039145,0.003120495],"category_scores_gemma":[0.01378166,0.0001163082,0.0001793372,0.006037453,0.0008186556,0.001217356,0.001488455,0.000464067,0.0002539273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006041377,"about_ca_system_score_gemma":0.004218922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04020653,"about_ca_topic_score_gemma":0.04891255,"domain_scores_codex":[0.9943337,0.001712706,0.0004414953,0.0002951107,0.002673223,0.0005437253],"domain_scores_gemma":[0.9837324,0.003074679,0.005971015,0.0005723033,0.005870779,0.0007787913],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002311706,0.0001727301,0.6960916,0.0003161,0.00007266493,0.001255564,0.01219482,0.003942786,0.001844042,0.02296136,0.009601639,0.2513156],"study_design_scores_gemma":[0.000006796743,0.00009982561,0.9462899,0.0001529741,0.00001704385,0.0008032999,0.009369918,0.001751845,0.0006503218,0.002392498,0.03842631,0.00003931578],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9447139,0.002908651,0.002043089,0.003974138,0.00005079991,0.00003756374,0.0005064149,0.00004328701,0.04572212],"genre_scores_gemma":[0.9946582,0.000947368,0.0009186734,0.0002408794,0.00001953969,0.00001261278,0.0002930245,0.000006737555,0.002903053],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04020653,"threshold_uncertainty_score":0.07994497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008682357033162747,"score_gpt":0.2382602963172184,"score_spread":0.2295779392840556,"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."}}