{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001474052,0.0003664724,0.0002972471,0.0002330883,0.0005143046,0.0008743039,0.0003456507,0.0003796571,0.00007262421],"category_scores_gemma":[0.0001644795,0.0003041078,0.00004275858,0.00008148491,0.0001064495,0.002554348,0.00007249329,0.0003200659,0.00002568369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009549602,"about_ca_system_score_gemma":0.0001151265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000627175,"about_ca_topic_score_gemma":0.00003649637,"domain_scores_codex":[0.9987551,0.000003118363,0.0005359729,0.0002047857,0.000276661,0.0002243426],"domain_scores_gemma":[0.9985414,0.0001363477,0.0004172784,0.0003682056,0.0004959319,0.00004084863],"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":[0.00002018951,0.000004976598,0.00004670943,0.005578662,0.00003660742,3.764536e-7,0.001332323,0.1708956,0.00001489689,0.0009249692,0.0003563388,0.8207884],"study_design_scores_gemma":[0.0009781936,0.000009875978,0.004366887,0.003470692,0.0001324057,0.00004083335,0.00004679504,0.784825,0.0001061015,0.06055458,0.1442738,0.001194797],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.00002045443,0.003188702,0.9859357,0.0007677554,0.000370182,0.0007348647,0.0000650083,0.0003473165,0.008569973],"genre_scores_gemma":[0.6982184,0.004818761,0.2613237,0.006532271,0.003239367,0.004794312,0.008320209,0.0009814491,0.01177149],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8195936,"threshold_uncertainty_score":0.9999411,"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."}}