{"id":"W2157100882","doi":"10.2139/ssrn.1011096","title":"Audit Office Size, Audit Quality and Audit Pricing","year":2009,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Auditing, Earnings Management, Governance","field":"Business, Management and Accounting","cited_by":78,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Audit; Business; Quality audit; Audit evidence; Accounting; Joint audit; Information technology audit; Internal audit","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005190045,0.0003574424,0.0006703844,0.00181064,0.0006173562,0.004650503,0.0008388103,0.002046813,0.02158522],"category_scores_gemma":[0.06236226,0.0003652056,0.0006894052,0.002843532,0.002125614,0.004265368,0.001325608,0.002079104,0.001504613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001408969,"about_ca_system_score_gemma":0.002211242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00704774,"about_ca_topic_score_gemma":0.008742888,"domain_scores_codex":[0.9965557,0.001566084,0.0002467743,0.0003012455,0.0007513111,0.0005789866],"domain_scores_gemma":[0.8255859,0.1227098,0.03163499,0.003661004,0.005228864,0.01117949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001934417,0.0009392234,0.9403461,0.00006416994,0.0003243765,0.0003910608,0.0004309237,0.005915334,0.0005147216,0.01647692,0.003175855,0.02948693],"study_design_scores_gemma":[0.0001267226,0.0004054105,0.9621541,0.00005461492,0.000244489,0.0002873891,0.0007079474,0.006631304,0.0002227544,0.02705897,0.002066449,0.00003985703],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9699863,0.002574552,0.002756385,0.003634532,0.000121042,0.00003119998,0.0004028429,0.00008761005,0.0204055],"genre_scores_gemma":[0.9944112,0.0002718311,0.0001987001,0.00009208171,0.000126058,0.000006356268,0.0001212472,0.00002552894,0.004747068],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02158522,"threshold_uncertainty_score":0.07220978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008670434122467903,"score_gpt":0.234172891207409,"score_spread":0.2255024570849411,"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."}}