{"id":"W2023301030","doi":"10.1145/1188966.1189012","title":"Towards autonomic workflow management systems","year":2006,"lang":"en","type":"article","venue":"","topic":"Business Process Modeling and Analysis","field":"Business, Management and Accounting","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Workflow; Autonomic computing; Computer science; Workflow management system; Workflow engine; Workflow technology; Flexibility (engineering); Adaptability; Business process; Robustness (evolution); Process management; Knowledge management; Cloud computing; Database; Engineering; Work in process","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":[0.006111078,0.000886935,0.0006832754,0.001275411,0.001624095,0.006407597,0.002894818,0.003598631,0.003038853],"category_scores_gemma":[0.008250951,0.000892057,0.0008987114,0.001472999,0.00218327,0.008992611,0.006269873,0.005815194,0.002123703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001789244,"about_ca_system_score_gemma":0.002943873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001503574,"about_ca_topic_score_gemma":0.001260393,"domain_scores_codex":[0.9964678,0.0009017333,0.0002726843,0.0006013504,0.001396039,0.0003603961],"domain_scores_gemma":[0.9977217,0.000435134,0.0001831395,0.0004743572,0.0007805055,0.0004051457],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00009015119,0.0001580598,0.001020002,0.0004223241,0.00006596866,0.0004680313,0.001458802,0.02163081,0.0040273,0.7715529,0.02054671,0.178559],"study_design_scores_gemma":[0.00004570513,0.0001031158,0.0003407378,0.0003861895,0.00003282593,0.0003253451,0.0004413014,0.09469361,0.001785129,0.5356554,0.3661488,0.00004182033],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.008519848,0.00689954,0.9036503,0.01600408,0.001974258,0.0003948032,0.0001106202,0.002217165,0.0602293],"genre_scores_gemma":[0.1510942,0.01097577,0.8033252,0.004989062,0.00174553,0.0006856744,0.000657697,0.000307547,0.02621934],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.006407597,"threshold_uncertainty_score":0.03231883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01216713287581742,"score_gpt":0.200399995318199,"score_spread":0.1882328624423816,"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."}}