{"id":"W2101655780","doi":"10.5539/ibr.v4n4p191","title":"An Empirical Evidence of Performance Measurement of Audit Firms in Malaysia","year":2011,"lang":"en","type":"article","venue":"International Business Research","topic":"Accounting and Organizational Management","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universiti Teknologi Malaysia","keywords":"Audit; Business; Profit (economics); Performance measurement; Affect (linguistics); Control (management); Accounting; Econometrics; Operations management; Statistics; Marketing; Computer science; Economics; Mathematics; Psychology; Microeconomics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.004302831,0.0001948923,0.0002014424,0.002314511,0.0006247965,0.002183021,0.0005101218,0.0004616884,0.001831242],"category_scores_gemma":[0.03594395,0.0002533527,0.0001343164,0.004664299,0.001133357,0.001391622,0.001180153,0.0006079377,0.0003970844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00198824,"about_ca_system_score_gemma":0.002758662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01357116,"about_ca_topic_score_gemma":0.0127956,"domain_scores_codex":[0.99359,0.001637189,0.0008318507,0.0005197946,0.002656254,0.0007649746],"domain_scores_gemma":[0.9184027,0.02045787,0.04527608,0.003327555,0.009831203,0.00270453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004590542,0.00006758311,0.9821085,0.00008504611,0.00001876422,0.000132274,0.002027167,0.0001468762,0.000358865,0.0005437452,0.0002677352,0.01419743],"study_design_scores_gemma":[0.000001174189,0.00005353602,0.9958466,0.00004557765,0.000004914201,0.0001135792,0.002513835,0.0002462157,0.0002829024,0.00007982613,0.0008052099,0.000006593586],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949723,0.0003303886,0.0001717758,0.0003476552,0.000006324261,0.000009887061,0.0001137573,0.000005544282,0.004042343],"genre_scores_gemma":[0.9994236,0.0001466395,0.00008143928,0.00001784276,0.000004131373,0.000003073981,0.00005187775,0.000001063276,0.0002703487],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01357116,"threshold_uncertainty_score":0.02698433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1864441273333551,"score_gpt":0.3577303303450332,"score_spread":0.1712862030116781,"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."}}