{"id":"W4235262866","doi":"10.17722/ijme.v8i3.292","title":"Audit Quality, Abnormal Audit Fee and Auditor Attributes","year":2017,"lang":"en","type":"article","venue":"International Journal of Management Excellence","topic":"Auditing, Earnings Management, Governance","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Audit; Business; Accounting; Quality audit; Quality (philosophy)","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":[0.0085473,0.0004420553,0.0007314856,0.002271692,0.0006142734,0.00408571,0.001083583,0.002478006,0.01221132],"category_scores_gemma":[0.06972075,0.0005065292,0.001743155,0.003151659,0.001724027,0.003200073,0.001267811,0.003305498,0.001322421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001093694,"about_ca_system_score_gemma":0.00161389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008396653,"about_ca_topic_score_gemma":0.006723856,"domain_scores_codex":[0.9953229,0.001876362,0.0005537864,0.0005976273,0.0008579715,0.0007913884],"domain_scores_gemma":[0.8072925,0.1199846,0.04711296,0.006759827,0.005499939,0.01335014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008533213,0.0002397072,0.9961779,0.00001114666,0.0001714097,0.00007638127,0.00009780425,0.0006087692,0.00008020391,0.0002054272,0.0001584618,0.001319447],"study_design_scores_gemma":[0.00002481704,0.0003233616,0.9955772,0.00001190352,0.0001656734,0.0001647046,0.0003376896,0.00237408,0.00007911005,0.0007569597,0.0001676804,0.00001685852],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973301,0.0003190597,0.0003188201,0.000251966,0.00001857537,0.000009076389,0.0003851549,0.00002151737,0.001345841],"genre_scores_gemma":[0.9988696,0.00004425841,0.00006232437,0.00002057191,0.00002419432,0.000003367829,0.0002551661,0.000006764269,0.0007136909],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01221132,"threshold_uncertainty_score":0.04520303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02039080994512597,"score_gpt":0.2726104263038336,"score_spread":0.2522196163587076,"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."}}