{"id":"W2095916525","doi":"10.2139/ssrn.900130","title":"Competition for Andersen's Clients","year":2006,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Auditing, Earnings Management, Governance","field":"Business, Management and Accounting","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Competition (biology); Psychology; Biology","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":[0.002103587,0.0002358588,0.0007260608,0.000985841,0.005354784,0.008989646,0.001170703,0.004578149,0.06779107],"category_scores_gemma":[0.007548117,0.0003738596,0.0005638513,0.001262974,0.001431967,0.001866604,0.003052199,0.002507761,0.006932927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006557505,"about_ca_system_score_gemma":0.01098035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04399172,"about_ca_topic_score_gemma":0.1194469,"domain_scores_codex":[0.9953358,0.0006149727,0.0001103463,0.0004349637,0.001301036,0.002202913],"domain_scores_gemma":[0.9917065,0.002319389,0.0005684567,0.00054676,0.0009174404,0.003941616],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.001639067,0.0005480992,0.03620064,0.0001650795,0.00006528359,0.001024077,0.004704239,0.0009335933,0.002503768,0.7549955,0.1203158,0.07690495],"study_design_scores_gemma":[0.001435979,0.001021896,0.1641566,0.0006308515,0.0002354758,0.002133036,0.03235243,0.0126636,0.005262925,0.1939199,0.5858552,0.0003322078],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3596491,0.00100713,0.0006730609,0.01660846,0.0002106178,0.00005273188,0.0003632508,0.0001376392,0.621298],"genre_scores_gemma":[0.9262409,0.0001512431,0.0001274688,0.001002129,0.00004749598,0.00001475713,0.00009135753,0.0000215062,0.07230322],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06779107,"threshold_uncertainty_score":0.2267838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005398339071509963,"score_gpt":0.2015141254967452,"score_spread":0.1961157864252352,"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."}}