{"id":"W2162216584","doi":"10.5555/1161734.1162076","title":"Visual modeling of business problems: workflow and patterns","year":2004,"lang":"en","type":"article","venue":"Winter Simulation Conference","topic":"Business Process Modeling and Analysis","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Calgary Laboratory Services","funders":"","keywords":"Computer science; Visualization; Workflow; Visual modeling; Business process modeling; Visual analytics; Data mining; Process modeling; Story-driven modeling; Business process; Software engineering; Programming language; Software; Unified Modeling Language; Database; Class diagram; Work in process; Engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.0001202418,0.0001556301,0.0002214051,0.0002283985,0.00008307048,0.0002068375,0.0001255497,0.00006023096,0.00006339487],"category_scores_gemma":[0.00005744473,0.0001424157,0.00004210222,0.0004098481,0.00003449839,0.0009645124,0.00009694218,0.00007526762,0.00001453859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001066551,"about_ca_system_score_gemma":0.00002645975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005167971,"about_ca_topic_score_gemma":0.00008903351,"domain_scores_codex":[0.9990457,0.000003833205,0.0003286284,0.0002718344,0.000192633,0.0001573926],"domain_scores_gemma":[0.9988618,0.00001423858,0.0001705181,0.0001312512,0.000811425,0.00001077365],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001569114,0.00004832792,0.008921223,0.0002770203,0.00001692212,7.351429e-7,0.0001017749,0.9814611,0.00009682409,0.001019575,6.721256e-7,0.008040107],"study_design_scores_gemma":[0.000480499,0.000003590883,0.002335585,0.0004469349,0.00005133261,3.586678e-7,0.00008011076,0.9897789,0.00001414211,0.006595762,0.00004370664,0.000169084],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4405546,0.00002982371,0.5586612,0.00031157,0.00005561813,0.00006078838,8.824903e-7,0.00005113538,0.0002743874],"genre_scores_gemma":[0.9991465,0.0000105512,0.0003300289,0.0002191441,0.0002227573,0.000006227119,0.00002443146,0.00001717966,0.0000232371],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5585918,"threshold_uncertainty_score":0.5807545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04001610933147092,"score_gpt":0.2582244071797468,"score_spread":0.2182082978482759,"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."}}