{"id":"W2052295257","doi":"10.1506/y6h1-7895-774t-5tm1","title":"Do Auditor‐Provided Nonaudit Services Improve Audit Effectiveness?*","year":2007,"lang":"en","type":"article","venue":"Contemporary Accounting Research","topic":"Auditing, Earnings Management, Governance","field":"Business, Management and Accounting","cited_by":107,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Audit; Wright; Citation; Library science; State (computer science); Management; History; Art history; Computer science; Economics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01697379,0.0006385142,0.0006802524,0.00134648,0.001497377,0.002114485,0.002012571,0.0003153121,0.0004337958],"category_scores_gemma":[0.01092035,0.0006447831,0.0002465274,0.002757377,0.0003307915,0.005250241,0.00231613,0.001612748,0.003939278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003519059,"about_ca_system_score_gemma":0.0002203096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002891286,"about_ca_topic_score_gemma":0.0002138304,"domain_scores_codex":[0.9926753,0.000146659,0.0009826679,0.001607219,0.002637431,0.001950723],"domain_scores_gemma":[0.9872625,0.001404917,0.008321235,0.001231178,0.001693603,0.00008652905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001592859,0.0006201732,0.6504118,0.00811516,0.0004161569,0.0008118447,0.0004082178,0.00006567094,0.03433903,0.02682182,0.102741,0.1736562],"study_design_scores_gemma":[0.001947066,0.00006303593,0.165975,0.0009765555,0.00002869516,0.000003619869,0.0009692671,0.0005294418,0.001230816,0.003613502,0.8237308,0.0009322314],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7843553,0.001163637,0.01528246,0.001508653,0.003474029,0.00269599,0.00001717705,0.001062218,0.1904405],"genre_scores_gemma":[0.9857137,0.00001810467,0.0001561443,0.001036489,0.009786504,0.0001337702,0.00008140632,0.0001915914,0.002882298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7209898,"threshold_uncertainty_score":0.9998025,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.023788657424467,"score_gpt":0.2961628784701666,"score_spread":0.2723742210456996,"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."}}