{"id":"W3124469576","doi":"","title":"Group Judgment and Decision Making in Auditing: Past and Future Research","year":2015,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Auditing, Earnings Management, Governance","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Audit; Brainstorming; Context (archaeology); Group decision-making; Diversity (politics); Business; Process (computing); Accounting; Public relations; Psychology; Knowledge management; Political science; Marketing; Social psychology; Computer science","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.03547196,0.0005030322,0.001198881,0.003109971,0.00282272,0.01128367,0.002404671,0.004064299,0.004665171],"category_scores_gemma":[0.05496177,0.0006743711,0.0005852414,0.008682394,0.01405064,0.01229634,0.003610654,0.003687522,0.0004412321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005773933,"about_ca_system_score_gemma":0.006543957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009736968,"about_ca_topic_score_gemma":0.008863753,"domain_scores_codex":[0.9790356,0.01413848,0.0008265083,0.002335914,0.002632818,0.001030644],"domain_scores_gemma":[0.8147612,0.1486339,0.01375532,0.007959654,0.009583702,0.005306117],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0009095852,0.002593372,0.1116258,0.00609367,0.0002719237,0.00046136,0.06521019,0.003615288,0.0007967496,0.2240133,0.007412396,0.5769963],"study_design_scores_gemma":[0.0002623183,0.001017394,0.2049222,0.008475109,0.0003393379,0.0008614527,0.1269645,0.01723324,0.00146683,0.5432887,0.09475149,0.0004174607],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.5024015,0.3017953,0.01682405,0.06284779,0.0009388255,0.0003451129,0.0001712902,0.00008071034,0.1145955],"genre_scores_gemma":[0.941674,0.04205352,0.01111119,0.002438506,0.0007981451,0.000120951,0.0000531459,0.00003077718,0.001719711],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.964528,"threshold_uncertainty_score":0.1875959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01948820086340164,"score_gpt":0.273216805883046,"score_spread":0.2537286050196444,"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."}}