{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002922341,0.0001175364,0.0001831597,0.0004118336,0.0003318454,0.0002642975,0.0001152979,0.00006573437,0.0005887898],"category_scores_gemma":[0.0005954265,0.00009800784,0.0001045469,0.0009501478,0.00004689584,0.000319158,0.00003235492,0.0009290458,0.0000184616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001773509,"about_ca_system_score_gemma":0.0006201172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002163556,"about_ca_topic_score_gemma":0.001454859,"domain_scores_codex":[0.997909,0.0000358334,0.0002637632,0.0001934286,0.0003983096,0.001199633],"domain_scores_gemma":[0.9993958,0.00002699116,0.0002365949,0.0001184997,0.0002016056,0.00002043903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00009796021,0.00007076121,0.3463211,0.0000433647,0.001216939,0.00002887613,0.0000360522,0.0006006894,0.0001590556,0.5476777,0.003759189,0.0999883],"study_design_scores_gemma":[0.001481507,0.00008359273,0.180902,0.00002441438,0.001088745,0.0003233401,0.001664385,0.01294508,0.00004318548,0.7144471,0.08641113,0.0005855011],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9653,0.001023158,0.02064733,0.0009542355,0.0001687912,0.0001087852,7.9823e-7,0.0000364366,0.01176051],"genre_scores_gemma":[0.9963559,0.0001663678,0.00004735784,0.0001854443,0.0003449114,0.000001773845,0.000003285051,0.0000127863,0.002882153],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1667694,"threshold_uncertainty_score":0.6446835,"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."}}