{"id":"W7098110696","doi":"","title":"THE IMPORTANCE OF COMPLIANCE COSTS, MANAGING PERCEPTIONS, AND CORPORATE GOVERNANCE","year":2004,"lang":"en","type":"article","venue":"","topic":"Auditing, Earnings Management, Governance","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Corporate governance; Accounting information system; Compliance (psychology); Financial accounting; Management accounting","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00376327,0.0001332603,0.000101042,0.0006651315,0.0006870757,0.002039354,0.0002208229,0.0005044518,0.001980795],"category_scores_gemma":[0.0327504,0.0001389277,0.0001262956,0.0005043225,0.001444824,0.001154248,0.0007547073,0.001052005,0.00006679603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002283371,"about_ca_system_score_gemma":0.002608136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02019329,"about_ca_topic_score_gemma":0.04554355,"domain_scores_codex":[0.9964218,0.001209858,0.0001991693,0.0001599339,0.001463524,0.0005457058],"domain_scores_gemma":[0.9342196,0.02369502,0.03256172,0.001613381,0.003898654,0.004011721],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001501865,0.0005141787,0.958967,0.00003342082,0.00003528602,0.0001393196,0.009353269,0.0003873581,0.001797762,0.003143899,0.0002170378,0.02526129],"study_design_scores_gemma":[0.000005792706,0.0001199821,0.9919166,0.00001631573,0.00001043512,0.00006570802,0.005628783,0.0005354816,0.0003608305,0.0006179556,0.0007069946,0.00001511646],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958276,0.00004610707,0.0001779057,0.0002325831,0.000001995563,0.000007668955,0.000005874914,0.00000199063,0.003698214],"genre_scores_gemma":[0.9995946,0.00002018415,0.0001058973,0.00002498259,0.000002469279,0.000001854812,0.000006886934,9.285018e-7,0.0002422601],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02019329,"threshold_uncertainty_score":0.04015148,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01834964274550819,"score_gpt":0.2218944297596854,"score_spread":0.2035447870141772,"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."}}