{"id":"W2401129148","doi":"","title":"Towards a Structured Workflow Language for Model Management.","year":2014,"lang":"en","type":"article","venue":"","topic":"Model-Driven Software Engineering Techniques","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Workflow; Computer science; Software engineering; Maintainability; Programming language; Traceability; Abstraction; Workflow management system; TRACE (psycholinguistics); Workflow technology; Requirements traceability; Modeling language; Database; Software development; Software","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":[0.0001774869,0.0001219704,0.0001170364,0.000086668,0.00003657062,0.00007724504,0.0007897503,0.00005057763,0.000006045164],"category_scores_gemma":[0.000003927179,0.0001079246,0.00006012115,0.0001282869,0.00000914112,0.0001775915,0.0002171432,0.00005330356,0.000004722892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002529532,"about_ca_system_score_gemma":0.000008105611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005349623,"about_ca_topic_score_gemma":0.000002569021,"domain_scores_codex":[0.9992059,0.00001032349,0.0001161884,0.0002886913,0.0001518841,0.0002269464],"domain_scores_gemma":[0.999239,0.00001584858,0.00002409626,0.0006321803,0.00003090715,0.00005791463],"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":[0.000001179848,0.000005159188,0.000002807191,0.00001853119,0.000007497834,7.003816e-7,0.0001284071,0.007509992,0.00009734857,0.6525719,0.001865161,0.3377914],"study_design_scores_gemma":[0.0001600374,0.00002105221,0.00003693346,0.000009655389,0.000003810464,0.00000135264,7.740011e-7,0.9402463,0.001760273,0.04395708,0.01365874,0.0001439714],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0003293112,0.00001158217,0.9940214,0.0001624651,0.00009838157,0.0002649396,0.000002089993,0.00166717,0.003442665],"genre_scores_gemma":[0.1129405,0.000001731738,0.8854241,0.0002749485,0.00003104801,0.00007899635,0.000002788149,0.00001381873,0.001232033],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.9327363,"threshold_uncertainty_score":0.4401037,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008922992190382218,"score_gpt":0.2404677387971969,"score_spread":0.2315447466068147,"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."}}