{"id":"W1913375984","doi":"","title":"ENHANCING ERP SYSTEMS FOR SOX COMPLIANCE: KEY ISSUES AND CHALLENGES","year":2007,"lang":"en","type":"article","venue":"ASAC","topic":"ERP Systems Implementation and Impact","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University","funders":"","keywords":"Compliance (psychology); Key (lock); Process management; Business; Risk analysis (engineering); Enterprise resource planning; Computer science; Computer security; Psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.05445183,0.0006176894,0.000940161,0.002293242,0.004560774,0.01484726,0.002679954,0.006365254,0.01093441],"category_scores_gemma":[0.1003793,0.0004383564,0.0007942875,0.003198002,0.003050777,0.01149453,0.004265941,0.004863859,0.001178897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003923234,"about_ca_system_score_gemma":0.02491699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005380787,"about_ca_topic_score_gemma":0.007254861,"domain_scores_codex":[0.9417269,0.03057227,0.003893331,0.001631157,0.01781161,0.004364817],"domain_scores_gemma":[0.7981781,0.1135676,0.01085742,0.008828136,0.06185053,0.006718244],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005030317,0.004434164,0.1052422,0.002435132,0.0002633827,0.001707606,0.008290431,0.009313363,0.006856223,0.2325208,0.04681924,0.5816144],"study_design_scores_gemma":[0.0006372245,0.007343794,0.2459229,0.00563588,0.0004533243,0.00386686,0.111771,0.03703324,0.02569906,0.2375426,0.3235834,0.0005109204],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3925765,0.005314319,0.03719554,0.4179311,0.001688099,0.00107874,0.0002624997,0.0007859659,0.1431673],"genre_scores_gemma":[0.9484392,0.002067708,0.02958064,0.0107452,0.0007953498,0.0002990797,0.0001155986,0.00009602532,0.007861178],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05445183,"threshold_uncertainty_score":0.2879723,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1229366505083954,"score_gpt":0.3479935739830514,"score_spread":0.2250569234746559,"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."}}