{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002334591,0.0007608874,0.0006591857,0.002125442,0.001009902,0.00509279,0.0009420392,0.001209617,0.1577574],"category_scores_gemma":[0.002839947,0.0003006198,0.0005790107,0.002030894,0.0009436493,0.003283579,0.00280222,0.002139808,0.09309296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001141516,"about_ca_system_score_gemma":0.00268727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002671217,"about_ca_topic_score_gemma":0.002358261,"domain_scores_codex":[0.9983022,0.0003233811,0.0001627123,0.0003301692,0.0006501396,0.0002314336],"domain_scores_gemma":[0.9974307,0.0002718863,0.000141922,0.0003776193,0.001290121,0.0004876459],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001274886,0.00007426423,0.001475189,0.0005018997,0.00002604648,0.0002493774,0.0003039495,0.0004182448,0.002334318,0.01350914,0.5767754,0.4042048],"study_design_scores_gemma":[0.000004227905,0.00002862994,0.001506346,0.0001560023,0.00000915597,0.0002110125,0.0001275409,0.0005532657,0.0003127268,0.00136847,0.9957141,0.000008504589],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01424091,0.07650556,0.0398608,0.01811094,0.06286892,0.0005679388,0.00287538,0.004789613,0.7801799],"genre_scores_gemma":[0.03135123,0.02258714,0.01354997,0.002198954,0.005280884,0.0002781329,0.004497436,0.0007819618,0.9194742],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1577574,"threshold_uncertainty_score":0.527751,"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."}}