{"id":"W2081065870","doi":"10.5267/j.msl.2010.04.006","title":"Fuzzy audit risk modeling algorithm","year":2011,"lang":"en","type":"article","venue":"Management Science Letters","topic":"Research studies in Vietnam","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fuzzy logic; Computer science; Audit; Algorithm; Artificial intelligence; Data mining; Business; Accounting","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":[0.001142033,0.0006168552,0.0008553679,0.001107443,0.0007302437,0.001718141,0.001444181,0.001181459,0.006870877],"category_scores_gemma":[0.002312399,0.0003304815,0.001045229,0.0009966129,0.0003727031,0.001267712,0.0008770382,0.0009578587,0.001074173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001364332,"about_ca_system_score_gemma":0.001939435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009142753,"about_ca_topic_score_gemma":0.003699401,"domain_scores_codex":[0.999418,0.0001501017,0.00003477733,0.0001211968,0.0001956569,0.00008023015],"domain_scores_gemma":[0.9995253,0.0001981158,0.0000539914,0.0000279349,0.000172983,0.00002170172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005072512,0.0000359458,0.001183164,0.00005193714,0.0000358389,0.00006465994,0.00006650608,0.8721709,0.0005587653,0.03786494,0.002170858,0.08574577],"study_design_scores_gemma":[0.000004008934,0.000007772181,0.00009747945,0.000008212472,0.000005388748,0.00002064271,0.00000806046,0.990958,0.0001833763,0.007490336,0.001212664,0.00000412524],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.009760954,0.0002210128,0.98026,0.0002636926,0.00004601945,0.00009841452,0.0001492533,0.0003107316,0.008889985],"genre_scores_gemma":[0.5547104,0.0007196532,0.4221153,0.0001690051,0.00008215312,0.0005146503,0.0006437651,0.00009591392,0.02094928],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.009142753,"threshold_uncertainty_score":0.02298534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02208115641526173,"score_gpt":0.2461079415790961,"score_spread":0.2240267851638344,"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."}}