{"id":"W3162021","doi":"","title":"Fraud risk factors and auditing standards : an integrated identification of a fraud risk management model","year":2008,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Corruption and Economic Development","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Audit; Business; Risk management; Risk assessment; Identification (biology); Risk analysis (engineering); Accounting; Audit risk; Internal control; Actuarial science; Computer security; Computer science; Finance","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":[0.006323967,0.0005650818,0.0006930081,0.003099974,0.0005694827,0.006305327,0.0007928998,0.001207016,0.001694939],"category_scores_gemma":[0.02730208,0.0003794471,0.0007400143,0.002086062,0.001374775,0.00387567,0.001566067,0.001074055,0.000307093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002358499,"about_ca_system_score_gemma":0.002434617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003419687,"about_ca_topic_score_gemma":0.00194927,"domain_scores_codex":[0.9947114,0.002657933,0.0003129549,0.0004666837,0.001451606,0.0003994463],"domain_scores_gemma":[0.9796694,0.01040009,0.004481473,0.001120528,0.003493575,0.0008350385],"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":[0.0005437293,0.0009414649,0.596556,0.0001575491,0.0004242515,0.0007120429,0.001551154,0.08415978,0.001076616,0.1355752,0.002848666,0.1754536],"study_design_scores_gemma":[0.00004627088,0.0002420214,0.08718995,0.0001463643,0.0001615111,0.0007474318,0.001298249,0.8083751,0.0007290968,0.09881221,0.002179903,0.00007190453],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8277972,0.001001581,0.1426885,0.007029658,0.00006316482,0.0003951179,0.0002534057,0.0003060501,0.02046533],"genre_scores_gemma":[0.9856603,0.0001259088,0.01357268,0.00005470873,0.000019542,0.00003395977,0.00006104795,0.000006352194,0.0004655776],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006323967,"threshold_uncertainty_score":0.0334447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0249509387587726,"score_gpt":0.2884749130858836,"score_spread":0.263523974327111,"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."}}