{"id":"W2099799007","doi":"10.5539/ass.v6n8p144","title":"Probe into the Auditing Solutions for Major Misstatement Risk","year":2010,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Evaluation and Optimization Models","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mistake; Audit; Business; Audit risk; Accounting; Risk analysis (engineering); Actuarial science; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0009560249,0.00004760932,0.00003880544,0.00002935897,0.00138367,0.00008784949,0.0001979625,0.00002464156,0.00005765668],"category_scores_gemma":[0.0001541578,0.00003806514,0.00002589704,0.0002850036,0.0001960546,0.0001769375,0.00002732077,0.00009907032,0.00001567513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004429812,"about_ca_system_score_gemma":0.00006910347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001082889,"about_ca_topic_score_gemma":0.0001008614,"domain_scores_codex":[0.999365,0.00001107498,0.0001058251,0.0001019603,0.0001964618,0.0002196331],"domain_scores_gemma":[0.9997182,0.00002481219,0.00003407954,0.00008376709,0.00009617264,0.00004292874],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000003116408,0.00003770421,0.0001795824,0.00002731613,0.00002244262,2.00547e-7,0.04532922,0.01809121,0.03959865,0.3331128,0.008785211,0.5548125],"study_design_scores_gemma":[0.0006306629,0.00002524248,0.01198427,0.000008641916,0.00004242299,9.56802e-7,0.004210261,0.8885816,0.003276228,0.04476612,0.04609147,0.0003821263],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.007365716,0.00001646116,0.8764535,0.00429576,0.0007986316,0.0005936462,0.00001345038,0.0002122188,0.1102506],"genre_scores_gemma":[0.9801311,0.000003175426,0.01938608,0.00008594404,0.0001656327,0.00006823437,0.000002598153,0.000007158484,0.000150104],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9727654,"threshold_uncertainty_score":0.9999164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0223340720772978,"score_gpt":0.299375276279764,"score_spread":0.2770412042024662,"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."}}