{"id":"W3121732818","doi":"10.1506/j519-5lvu-jtmq-yyj7","title":"Audit Review: Managers' Interpersonal Expectations and Conduct of the Review*","year":2002,"lang":"en","type":"article","venue":"Contemporary Accounting Research","topic":"Auditing, Earnings Management, Governance","field":"Business, Management and Accounting","cited_by":140,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Audit; Documentation; Interpersonal communication; Process (computing); Psychology; Field (mathematics); Public relations; Accounting; Business; Social psychology; Political science; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.04539319,0.0002294572,0.0002998524,0.001927535,0.002704934,0.01025659,0.0008284746,0.001358269,0.001500775],"category_scores_gemma":[0.2433046,0.0005076954,0.0003282586,0.0008656135,0.003339264,0.003039316,0.002648058,0.001774934,0.0004201492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003269943,"about_ca_system_score_gemma":0.004873056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00327479,"about_ca_topic_score_gemma":0.002539887,"domain_scores_codex":[0.8944064,0.08059437,0.005571908,0.002606097,0.01425754,0.002563644],"domain_scores_gemma":[0.5936093,0.2363379,0.09943398,0.01461451,0.04055145,0.0154529],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005318021,0.0005554617,0.506696,0.0004053863,0.0002712373,0.001200828,0.3572589,0.003173718,0.005858916,0.01159304,0.0053795,0.1070752],"study_design_scores_gemma":[0.0001320028,0.001589894,0.5905839,0.0006146317,0.000136366,0.001564546,0.3355642,0.01368825,0.003765553,0.01803014,0.03374697,0.0005835621],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.965587,0.0005053844,0.007595533,0.004428057,0.00006135179,0.00008000722,0.00004020388,0.00009054581,0.02161198],"genre_scores_gemma":[0.9987103,0.00007224762,0.0006865035,0.0001354759,0.00001877677,0.00002097251,0.000009702959,0.000007662281,0.0003383718],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04539319,"threshold_uncertainty_score":0.240065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07090535025330216,"score_gpt":0.3125027972914055,"score_spread":0.2415974470381033,"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."}}