{"id":"W2021958237","doi":"10.1506/k2cg-u6v0-nptc-eqbk","title":"Management Ownership and Audit Firm Size*","year":2005,"lang":"en","type":"article","venue":"Contemporary Accounting Research","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":136,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Accounting; Shareholder; Audit; Business; Extant taxon; Principal–agent problem; Agency (philosophy); Agency cost; Enterprise value; Divergence (linguistics); Finance; Corporate governance","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":[0.00121281,0.0001032693,0.0001633088,0.0009388434,0.0002300514,0.001049387,0.0003390089,0.0002395438,0.007377347],"category_scores_gemma":[0.01300684,0.00008762583,0.0001409542,0.001120525,0.0004369614,0.0008014502,0.0006089357,0.0004207807,0.0004146061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006078172,"about_ca_system_score_gemma":0.0004348325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004380702,"about_ca_topic_score_gemma":0.004697034,"domain_scores_codex":[0.9991475,0.0002531513,0.0000841864,0.0001206556,0.0002316939,0.0001627189],"domain_scores_gemma":[0.9432925,0.02055777,0.02915121,0.001212618,0.002229115,0.003556761],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006166598,0.00005693145,0.9945959,0.000009400299,0.00002846142,0.00006749329,0.00005109146,0.0004818591,0.0002289673,0.0003827068,0.0002691049,0.003766438],"study_design_scores_gemma":[0.00000574317,0.00005119667,0.9974922,0.000008877738,0.0000144077,0.0001171918,0.000138221,0.001116478,0.0002840723,0.00028549,0.0004823444,0.000003976854],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971488,0.0001067685,0.0001207912,0.0001573557,0.000003494082,0.000004180692,0.0002070075,0.000009426909,0.002242181],"genre_scores_gemma":[0.9993506,0.00002540894,0.00003099896,0.000006491704,0.000005831937,0.000001851512,0.0001155314,0.00000102804,0.0004622781],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007377347,"threshold_uncertainty_score":0.02467972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06546208429543085,"score_gpt":0.2930655738457078,"score_spread":0.227603489550277,"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."}}