{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000214042,0.0001934288,0.0002240022,0.0003359737,0.000169532,0.0006837054,0.000264562,0.00005582029,0.000222101],"category_scores_gemma":[0.000003766718,0.0001634394,0.0001043926,0.0006327515,0.00002437437,0.0006616152,0.0001274595,0.00006409575,0.0009481625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003510852,"about_ca_system_score_gemma":0.000009198749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004446361,"about_ca_topic_score_gemma":0.00005540583,"domain_scores_codex":[0.9987964,0.000002977645,0.0003222135,0.0003340502,0.0002365092,0.000307847],"domain_scores_gemma":[0.9994751,0.000004513675,0.0001265404,0.0002661031,0.0001203345,0.000007404654],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002443352,0.0002533825,0.008007561,0.0007838365,0.0001689445,0.00004247626,0.000005268054,0.1773785,0.00005716947,0.7054333,0.04256914,0.065276],"study_design_scores_gemma":[0.0007334666,0.000002096826,0.007400312,0.0001268907,0.0003293874,0.000002133837,0.0001639987,0.7301083,0.00001473246,0.02033599,0.2400811,0.0007015051],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06138959,0.0006175348,0.1071174,0.001760569,0.0009758213,0.0002865976,0.000001264621,0.001113817,0.8267374],"genre_scores_gemma":[0.9857644,0.00001059685,0.0009499704,0.000574139,0.001539381,0.00003690814,0.00003862835,0.00002989909,0.011056],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9243749,"threshold_uncertainty_score":0.9998297,"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."}}