{"id":"W3123800896","doi":"","title":"Market Structure and Audit Feed: A Local Analysis","year":2003,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Reporting and Valuation Research","field":"Business, Management and Accounting","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Audit; Joint audit; Accounting; Business; Auditor independence; Position (finance); Bargaining power; Monopoly; Auditor's report; Internal audit; Finance; Economics; Microeconomics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001393995,0.0001528349,0.0007054153,0.003871851,0.001067733,0.002946426,0.0006118717,0.0002974425,0.02057692],"category_scores_gemma":[0.008049311,0.0001897192,0.0006416243,0.005717278,0.001072722,0.001505316,0.001920159,0.0005187878,0.001283115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003180202,"about_ca_system_score_gemma":0.001455707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03547276,"about_ca_topic_score_gemma":0.04603117,"domain_scores_codex":[0.9985074,0.0005093174,0.00004747083,0.0002091944,0.000448542,0.0002780493],"domain_scores_gemma":[0.9901438,0.005150744,0.002058081,0.0004054738,0.001431298,0.0008107122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006510509,0.0003509935,0.9251179,0.0002506035,0.0003188426,0.001373556,0.004594597,0.007281057,0.001565602,0.01743433,0.001997708,0.03906382],"study_design_scores_gemma":[0.00004282976,0.0004350376,0.9549184,0.00004582416,0.0002073953,0.0003802242,0.0138884,0.01818644,0.0007830377,0.003857534,0.007206177,0.00004859092],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9859596,0.00016748,0.001344656,0.0001221793,0.000002285498,0.00003979649,0.0005158499,0.00004361101,0.01180454],"genre_scores_gemma":[0.9976338,0.00004313247,0.0002433412,0.000009090122,0.000004120967,0.00001350246,0.0001551528,0.00001144842,0.001886288],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03547276,"threshold_uncertainty_score":0.07053256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01050991965832114,"score_gpt":0.2576357388352748,"score_spread":0.2471258191769536,"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."}}