{"id":"W2171042062","doi":"10.1506/car.24.4.1","title":"An Examination of Auditor Planning Judgements in a Complex Accounting Information System Environment*","year":2007,"lang":"en","type":"article","venue":"Contemporary Accounting Research","topic":"Auditing, Earnings Management, Governance","field":"Business, Management and Accounting","cited_by":132,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Audit; Wright; Library science; Citation; State (computer science); Section (typography); Management; Political science; Accounting; History; Business; Art history; Computer science; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009386913,0.0002292207,0.0002898479,0.001385256,0.001162789,0.00296029,0.0005807489,0.0005116148,0.002605519],"category_scores_gemma":[0.1294436,0.0003311871,0.0002454371,0.001852822,0.001476012,0.001654672,0.00123008,0.001050019,0.0002649379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00205919,"about_ca_system_score_gemma":0.002301571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02172419,"about_ca_topic_score_gemma":0.03621005,"domain_scores_codex":[0.9939598,0.002989336,0.0003974519,0.0002944221,0.001998267,0.0003607189],"domain_scores_gemma":[0.8295192,0.1346814,0.02025936,0.003592182,0.00968149,0.002266449],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001789914,0.0007196435,0.7890037,0.0002481049,0.0001666133,0.0007170013,0.05516545,0.01589117,0.004890781,0.003166422,0.001542176,0.1266991],"study_design_scores_gemma":[0.00004912747,0.000481159,0.9389043,0.00007044512,0.00004399221,0.0001914093,0.03631276,0.01661375,0.001642979,0.002943543,0.002648793,0.0000976237],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955912,0.00003012642,0.0004621936,0.00009011509,0.000003213503,0.00001612145,0.0000290283,0.000008778232,0.003769218],"genre_scores_gemma":[0.999177,0.00002850882,0.0004159955,0.00001249777,0.000002285191,0.000005653304,0.00002236221,0.00000430358,0.0003313899],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02172419,"threshold_uncertainty_score":0.04964334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04753810420645795,"score_gpt":0.2954925537178732,"score_spread":0.2479544495114152,"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."}}