{"id":"W1986110121","doi":"10.2308/ciia-50116","title":"Clients' Preferred Relationship Approach with their Financial Statement Auditor","year":2011,"lang":"en","type":"article","venue":"Current Issues in Auditing","topic":"Customer Service Quality and Loyalty","field":"Business, Management and Accounting","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Audit; Auditor independence; Accounting; Financial statement; Business; Joint audit; Audit substantive test; Auditor's report; Audit evidence; External auditor; Chief audit executive; Internal audit","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007701776,0.0002559837,0.0002638858,0.0002447482,0.0002322686,0.0001314168,0.0003202277,0.0000710065,0.0002444071],"category_scores_gemma":[0.0001970384,0.0002141613,0.00005766905,0.000558514,0.0000655847,0.001049704,0.0001817334,0.0003662408,0.0002128623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006479017,"about_ca_system_score_gemma":0.00003267044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002774858,"about_ca_topic_score_gemma":0.0001729592,"domain_scores_codex":[0.9982648,0.00004184036,0.0005189496,0.0004267301,0.0003070558,0.0004405477],"domain_scores_gemma":[0.9990771,0.0000545144,0.0004215511,0.0003087248,0.0001168742,0.00002119779],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002858246,0.001591713,0.8704113,0.002042657,0.00004008495,0.00001347939,0.00948595,0.0003585025,0.00001251423,0.06711754,0.01156656,0.03707391],"study_design_scores_gemma":[0.002227871,0.00004867463,0.6541436,0.0009865017,0.00008648845,0.000002115855,0.004770495,0.004991783,0.00008115564,0.00974432,0.3217979,0.001119173],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.962603,0.0005800152,0.002486225,0.0002238725,0.001723123,0.0006900387,0.00001220636,0.0002752379,0.03140627],"genre_scores_gemma":[0.9966919,0.00001286986,0.00073646,0.0001894096,0.001985485,0.00009826879,0.0001368783,0.00003073889,0.000117945],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3102313,"threshold_uncertainty_score":0.8733244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09917924838411266,"score_gpt":0.2925704176311755,"score_spread":0.1933911692470629,"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."}}