{"id":"W4403446087","doi":"10.1109/msmc.2024.3408415","title":"Model-Based Systems Engineering Requires Metamodel Renovation: Requirements for Metamodel Renovation","year":2024,"lang":"en","type":"article","venue":"IEEE Systems Man and Cybernetics Magazine","topic":"Model-Driven Software Engineering Techniques","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nipissing University","funders":"Social Sciences and Humanities Research Council of Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Metamodeling; Computer science; Model-driven architecture; Systems engineering; Construction engineering; Engineering; Architectural engineering; Software engineering; Unified Modeling Language; Software; Programming language","routes":{"ca_aff":true,"ca_fund":true,"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":[0.04434143,0.001519649,0.002206292,0.002180252,0.002544398,0.007582346,0.004365338,0.00659909,0.003972866],"category_scores_gemma":[0.100743,0.001546346,0.003222706,0.002337701,0.007053555,0.02182838,0.008647877,0.01327753,0.002486514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002933999,"about_ca_system_score_gemma":0.01181868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002834828,"about_ca_topic_score_gemma":0.002254128,"domain_scores_codex":[0.9646229,0.01352774,0.004234619,0.003020573,0.01304845,0.001545744],"domain_scores_gemma":[0.8656155,0.07021002,0.004076212,0.03936581,0.01855076,0.002181708],"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":[0.000083681,0.000159469,0.001359456,0.001001174,0.00008319513,0.0006566516,0.001660256,0.0127268,0.005851238,0.916531,0.007104787,0.05278229],"study_design_scores_gemma":[0.00008599689,0.0001689372,0.0007230793,0.001599139,0.0001012379,0.002211507,0.0008706427,0.04949778,0.006344952,0.7165781,0.2216695,0.0001491732],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.004974613,0.001377778,0.9609935,0.01587979,0.0004230533,0.0005465563,0.000210449,0.001157308,0.01443702],"genre_scores_gemma":[0.1042325,0.002917488,0.8801126,0.005686201,0.0006289739,0.001272618,0.0009470957,0.001050992,0.003151503],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.04434143,"threshold_uncertainty_score":0.2345027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03974713817875038,"score_gpt":0.2670480979769412,"score_spread":0.2273009597981909,"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."}}