{"id":"W3125128521","doi":"10.1506/4xr4-kt5v-e8cn-91gx","title":"Audit Fees: A Meta‐analysis of the Effect of Supply and Demand Attributes*","year":2006,"lang":"en","type":"article","venue":"Contemporary Accounting Research","topic":"Auditing, Earnings Management, Governance","field":"Business, Management and Accounting","cited_by":1614,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Leverage (statistics); Audit; Accounting; Variables; Corporate governance; Business; Auditor's report; Meta-analysis; Perspective (graphical); Economics; Statistics; Finance; Computer science; Mathematics; Medicine","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":[0.03967874,0.001819389,0.00995434,0.004843396,0.0005700252,0.003032649,0.002020532,0.002452424,0.003256041],"category_scores_gemma":[0.08964527,0.001144065,0.03073652,0.005638914,0.001010096,0.001777503,0.001103375,0.001925932,0.0003170134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00135764,"about_ca_system_score_gemma":0.001424683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002697899,"about_ca_topic_score_gemma":0.003809552,"domain_scores_codex":[0.9648398,0.02409399,0.005055063,0.003408946,0.002179339,0.0004229831],"domain_scores_gemma":[0.830214,0.147488,0.01125619,0.006639722,0.003555082,0.0008470548],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.007363159,0.00005726225,0.02197603,0.02730948,0.9318849,0.0001551028,0.00008135317,0.0007498187,0.000328224,0.000208087,0.0005170262,0.009369634],"study_design_scores_gemma":[0.0008264799,0.0005737488,0.01025392,0.002299038,0.9838807,0.00009817471,0.00004875074,0.0003853286,0.0002872597,0.0004515103,0.0008727599,0.00002228966],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1279868,0.8587112,0.006748185,0.001226367,0.0008587122,0.0003990533,0.002907748,0.0001141901,0.001047769],"genre_scores_gemma":[0.9056401,0.0879833,0.003035997,0.0007015961,0.0004578296,0.0005577964,0.001173811,0.00007234465,0.0003772118],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03967874,"threshold_uncertainty_score":0.2098438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03368037400796032,"score_gpt":0.2827228497716725,"score_spread":0.2490424757637122,"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."}}