{"id":"W4210562517","doi":"10.53106/256299802021120301004","title":"2021 International Conference on Computer Auditing in Tokyo","year":2021,"lang":"en","type":"article","venue":"International Journal of Computer Auditing","topic":"Robotic Process Automation Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Audit; Certification; Order (exchange); Quality (philosophy); Accounting; Business; Management; Economics; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000273054,0.0001655895,0.0002394264,0.0003569624,0.00003555766,0.0002487582,0.0006235472,0.00006270676,0.000517033],"category_scores_gemma":[0.00007361018,0.000183102,0.0001118713,0.000199872,0.00002539779,0.0003970131,0.0001279658,0.0004030259,0.00007685801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000274487,"about_ca_system_score_gemma":0.0001067165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000168603,"about_ca_topic_score_gemma":0.000005155948,"domain_scores_codex":[0.9981321,0.00004266855,0.0008241837,0.0001832509,0.000628097,0.0001897304],"domain_scores_gemma":[0.9983175,0.0001933829,0.0003625471,0.0001320953,0.0009163356,0.00007813485],"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":[0.0000137271,0.0001573864,0.001118392,0.00002466192,0.0002576298,0.0005493516,0.0006063026,0.7443931,0.002411157,0.01500343,0.005494291,0.2299706],"study_design_scores_gemma":[0.0009388738,0.00002728864,0.006851885,0.0006509856,0.000008379726,0.0005058174,0.00008869768,0.9821915,0.002414802,0.001918881,0.004174194,0.0002287143],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04495513,0.00006454522,0.935329,0.004050458,0.005163923,0.00006784997,0.00001574151,0.0000787787,0.01027461],"genre_scores_gemma":[0.9290101,0.00009175807,0.06769174,0.0004707313,0.002636182,0.000005727853,0.00002841604,0.0000245766,0.00004078091],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.884055,"threshold_uncertainty_score":0.7466682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01719907017421063,"score_gpt":0.2705277108663068,"score_spread":0.2533286406920962,"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."}}