{"id":"W3126074928","doi":"10.1092/p0uj-34qw-7mne-0fjf","title":"The Difficult Client-Acceptance Decision in Canadian Audit Firms: A Field Investigation","year":2001,"lang":"en","type":"article","venue":"Contemporary Accounting Research","topic":"Accounting and Organizational Management","field":"Business, Management and Accounting","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Commercialism; Audit; Business; Flexibility (engineering); Action (physics); Public relations; Process (computing); Decision-making; Marketing; Accounting; Political science; Management; Economics; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.01704235,0.0006086302,0.0007752325,0.0047797,0.02323154,0.004671375,0.002821593,0.002046465,0.001953609],"category_scores_gemma":[0.0388297,0.001120146,0.0004208536,0.006920479,0.009547618,0.001593295,0.003518678,0.003173924,0.0003066431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09073562,"about_ca_system_score_gemma":0.0921628,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9576926,"about_ca_topic_score_gemma":0.9833924,"domain_scores_codex":[0.9830093,0.004951113,0.0006900264,0.001172271,0.005217718,0.004959586],"domain_scores_gemma":[0.9341353,0.02560395,0.00582465,0.001995596,0.0266389,0.005801591],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0009700504,0.003613462,0.2603757,0.0003986622,0.00003289054,0.002728552,0.667776,0.0004725791,0.003772815,0.004335379,0.002844762,0.05267916],"study_design_scores_gemma":[0.00009141929,0.0009382446,0.34725,0.0001844088,0.00003373407,0.0004111382,0.6377801,0.001071596,0.001596351,0.000529198,0.009958084,0.000155667],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972116,0.0001030423,0.0001515635,0.0002831524,0.00000639492,0.00019501,0.00004626354,0.000003940811,0.001999057],"genre_scores_gemma":[0.9969409,0.0002482956,0.0005912464,0.0002957031,0.00001163993,0.0001095393,0.00006291459,0.000004691729,0.001735032],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09073562,"threshold_uncertainty_score":0.6583361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03946472011043097,"score_gpt":0.2917693323516761,"score_spread":0.2523046122412452,"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."}}