{"id":"W2768020938","doi":"10.1007/978-3-319-70305-3_5","title":"Software Bots - The Next Frontier for Shared Services and Functional Excellence","year":2017,"lang":"en","type":"book-chapter","venue":"Lecture notes in business information processing","topic":"Robotic Process Automation Applications","field":"Engineering","cited_by":57,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Lethbridge; Shared Services Canada","funders":"","keywords":"Computer science; Software engineering; Business process; Software; Automation; Process (computing); Excellence; Knowledge management; Process management; Engineering; Work in process; Operations management; Operating system","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001877862,0.0006945844,0.0006601139,0.001021336,0.001553903,0.006617703,0.001683246,0.002996291,0.01410097],"category_scores_gemma":[0.002499499,0.0004870772,0.0006571722,0.001791219,0.004162367,0.01494923,0.005103032,0.003430665,0.003838831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002660962,"about_ca_system_score_gemma":0.002832981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001879923,"about_ca_topic_score_gemma":0.002100832,"domain_scores_codex":[0.9985746,0.0003280488,0.00004419878,0.0001841781,0.0006259026,0.0002430567],"domain_scores_gemma":[0.998478,0.0005094585,0.00007510587,0.0003855947,0.0002646931,0.0002871288],"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":[0.00001883164,0.00001718796,0.00009187352,0.00008353085,0.000009347535,0.00003986344,0.0003961031,0.001169101,0.0006070182,0.9135029,0.02459773,0.05946639],"study_design_scores_gemma":[0.000006292028,0.00002463556,0.0001232553,0.0001516564,0.000006484723,0.0001529398,0.0003685412,0.008322168,0.0005388636,0.7048671,0.285425,0.00001312927],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02443609,0.01784421,0.4912504,0.03465141,0.003699788,0.0001171114,0.000257183,0.003279275,0.4244645],"genre_scores_gemma":[0.4803135,0.02004564,0.1784565,0.004154448,0.001811541,0.0002688061,0.0006813469,0.001785796,0.3124824],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01410097,"threshold_uncertainty_score":0.04717243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01970754131600441,"score_gpt":0.2203081199393937,"score_spread":0.2006005786233893,"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."}}