{"id":"W2891462446","doi":"10.33423/jaf.v18i4.424","title":"Customer-Base Concentration and Audit Pricing","year":2018,"lang":"en","type":"article","venue":"Journal of Accounting and Finance","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Customer base; Audit; Business; Robustness (evolution); Customer profitability; Maturity (psychological); Customer equity; Customer retention; Marketing; Accounting; Service quality; Service (business)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004276319,0.0001139786,0.0001944321,0.00005909331,0.0002021464,0.0002049692,0.00009716239,0.0000455888,0.00001090464],"category_scores_gemma":[0.0001266431,0.00009893776,0.00003162414,0.0002667381,0.0001120985,0.001619526,0.00004272674,0.0001405539,0.00002517669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001440106,"about_ca_system_score_gemma":0.00003357572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006550514,"about_ca_topic_score_gemma":0.00001813024,"domain_scores_codex":[0.9991844,0.000003714213,0.0003165661,0.0001427351,0.0001735252,0.0001790397],"domain_scores_gemma":[0.9986082,0.00002545847,0.0009255502,0.00008172526,0.0003522264,0.000006802153],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003451995,0.0001229464,0.7915537,0.0003425157,0.00004397993,0.0001111638,0.0004035671,0.0001092036,0.005712764,0.02389777,0.02814313,0.149214],"study_design_scores_gemma":[0.001483436,0.00008931437,0.6274186,0.0005723353,0.00007137845,0.0000872922,0.000120609,0.003899459,0.0004875008,0.002298473,0.36313,0.0003415855],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957449,0.000619587,0.0006240729,0.0008069603,0.000434888,0.00004984533,0.000001041682,0.0000115875,0.001707044],"genre_scores_gemma":[0.9958098,0.0004304529,0.0003646906,0.0008808823,0.002364491,7.231645e-7,4.547481e-7,0.00001060763,0.0001378791],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3349869,"threshold_uncertainty_score":0.4034565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01183436367261009,"score_gpt":0.2110559805838556,"score_spread":0.1992216169112455,"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."}}