{"id":"W4402546005","doi":"10.23977/jaip.2024.070311","title":"\"AI+RPA\" and the Intelligent Development of Enterprise Financial Shared Service Centers","year":2024,"lang":"en","type":"article","venue":"Journal of Artificial Intelligence Practice","topic":"Impact of AI and Big Data on Business and Society","field":"Decision Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; Service (business); Development (topology); Knowledge management; Finance; Engineering management; Process management; Computer science; Engineering; Marketing","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":[0.002638513,0.0003419785,0.0001811488,0.001140701,0.002063277,0.006178846,0.001231044,0.001802921,0.003168647],"category_scores_gemma":[0.003568788,0.0002262162,0.0004099325,0.001542065,0.005201827,0.007069226,0.00484518,0.002106221,0.000942952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003420876,"about_ca_system_score_gemma":0.004247904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002630097,"about_ca_topic_score_gemma":0.002520647,"domain_scores_codex":[0.9971749,0.001258732,0.0001182823,0.0002851445,0.0008523209,0.0003106233],"domain_scores_gemma":[0.9978299,0.0007984909,0.0002878117,0.0002991967,0.0003942299,0.0003903261],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002930311,0.00004948205,0.001197562,0.0001568762,0.00001823491,0.0002391875,0.001640096,0.002750412,0.0006565219,0.8830978,0.01213746,0.09802706],"study_design_scores_gemma":[0.00002590995,0.00008388286,0.002638072,0.0003800308,0.00002605772,0.0005906855,0.003016062,0.02267353,0.002793553,0.4969176,0.4707915,0.00006316184],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0530019,0.00986641,0.3123281,0.07692609,0.001317324,0.0002943819,0.0001636658,0.001111241,0.5449908],"genre_scores_gemma":[0.7871077,0.005875928,0.170318,0.004191051,0.0004005471,0.0002258477,0.0001169437,0.0001318204,0.03163216],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006178846,"threshold_uncertainty_score":0.02482027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1432667683951797,"score_gpt":0.4187634772698557,"score_spread":0.275496708874676,"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."}}