{"id":"W2530423033","doi":"10.12735/jbm.v5n2p22","title":"Consulting Role of Internal Auditors: Exploratory Evidence from Malaysia","year":2016,"lang":"en","type":"article","venue":"Journal of Business & Management","topic":"Islamic Finance and Banking Studies","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Internal audit; Business; Accounting; Audit; Exploratory research; Sociology","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":[0.003440398,0.0002402229,0.0002703881,0.001982827,0.001378663,0.002010822,0.000507379,0.0005219507,0.002084388],"category_scores_gemma":[0.01157812,0.0004098256,0.0001452171,0.002550459,0.001176371,0.001316919,0.001153651,0.0006381035,0.0002880429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001927506,"about_ca_system_score_gemma":0.004293837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02241466,"about_ca_topic_score_gemma":0.05109854,"domain_scores_codex":[0.9966341,0.001357059,0.0002436384,0.00021081,0.000874109,0.0006803278],"domain_scores_gemma":[0.9811108,0.009416987,0.006059945,0.0005239488,0.001818047,0.001070262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002513794,0.0002655921,0.7582771,0.0006324204,0.00003785631,0.002000255,0.170901,0.0001841121,0.001930857,0.001185197,0.001059,0.0632753],"study_design_scores_gemma":[0.000008930584,0.0002696232,0.6409359,0.0006090536,0.00005484442,0.001638405,0.3460918,0.0005305622,0.00204465,0.0001684951,0.007610593,0.00003709332],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978574,0.0003815574,0.00008729634,0.00009167862,0.000002248974,0.00001059809,0.00003520682,0.00000142541,0.001532605],"genre_scores_gemma":[0.9988253,0.0004494837,0.00009935447,0.00004155348,0.00000269502,0.000004987076,0.00002191927,0.000001375162,0.0005533494],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02241466,"threshold_uncertainty_score":0.04456836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01446213016958527,"score_gpt":0.2175231238736789,"score_spread":0.2030609937040936,"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."}}