{"id":"W4399563493","doi":"10.1109/isorc61049.2024.10551325","title":"Streamlining CPS Validation: Using Interoperable UML Tools for Seamless Model Exchange","year":2024,"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":"Trent University","funders":"","keywords":"Interoperability; Unified Modeling Language; Computer science; Software engineering; Data exchange; Database; Operating system; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02487431,0.00141106,0.0008930239,0.003059653,0.001311315,0.004600145,0.003664184,0.00224083,0.002716765],"category_scores_gemma":[0.05875777,0.001559903,0.001896081,0.001133011,0.002420847,0.01133851,0.008796524,0.004420061,0.001131795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00163559,"about_ca_system_score_gemma":0.006354926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003607545,"about_ca_topic_score_gemma":0.0044739,"domain_scores_codex":[0.9827219,0.008148836,0.001700402,0.001264107,0.005385441,0.0007792797],"domain_scores_gemma":[0.9538632,0.018358,0.003246157,0.01710784,0.006628864,0.000795842],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0005170681,0.001165316,0.01150602,0.0008521085,0.0002964435,0.001655552,0.01382103,0.1097738,0.06139554,0.2000339,0.009132123,0.589851],"study_design_scores_gemma":[0.0001759709,0.0003286538,0.001272756,0.0009299415,0.000193314,0.0007277417,0.001204435,0.7262589,0.08702061,0.08040566,0.1012379,0.000244139],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.007657218,0.00003955968,0.9864354,0.0002635674,0.00004897937,0.0001444741,0.00003968127,0.004011166,0.001360071],"genre_scores_gemma":[0.1011649,0.0001119284,0.8951359,0.000250824,0.00002193087,0.0002189354,0.0002732329,0.001681687,0.001140562],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02487431,"threshold_uncertainty_score":0.1315495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1052202704134879,"score_gpt":0.3269370389728876,"score_spread":0.2217167685593997,"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."}}