{"id":"W4376869467","doi":"10.18280/isi.280201","title":"A Novel Method for Refactoring UML Metamodel","year":2023,"lang":"en","type":"article","venue":"Ingénierie des systèmes d information","topic":"Model-Driven Software Engineering Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Metamodeling; Code refactoring; Unified Modeling Language; Computer science; Programming language; Applications of UML; Software engineering; UML tool; Software","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003491339,0.001066231,0.0007714932,0.002928785,0.001128337,0.001828219,0.001997307,0.00151729,0.006288137],"category_scores_gemma":[0.008891989,0.0008477212,0.001874238,0.001643405,0.0009543511,0.00322754,0.002018657,0.002505476,0.003428902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007268691,"about_ca_system_score_gemma":0.002211111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002514473,"about_ca_topic_score_gemma":0.003982119,"domain_scores_codex":[0.9947578,0.001072144,0.0005096708,0.001053991,0.002448405,0.0001578606],"domain_scores_gemma":[0.9947101,0.00140361,0.0003841539,0.001886766,0.001498776,0.0001164769],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001148105,0.0001462732,0.001196562,0.0006067421,0.0001144622,0.0005071224,0.001335381,0.003984801,0.06326108,0.05092759,0.01127533,0.8665297],"study_design_scores_gemma":[0.0002318505,0.0003578363,0.002431576,0.0005192152,0.0003113722,0.004987583,0.0005574714,0.1853931,0.1385597,0.05719711,0.6091592,0.0002938651],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0007318247,0.00006536733,0.9959273,0.00006276976,0.00006768019,0.000124627,0.00004832404,0.002158402,0.0008137467],"genre_scores_gemma":[0.01148739,0.0001488648,0.9838604,0.00007175895,0.00003191727,0.0001946268,0.000303224,0.0005430711,0.003358792],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.006288137,"threshold_uncertainty_score":0.02103591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0361416912045122,"score_gpt":0.2858838484178426,"score_spread":0.2497421572133304,"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."}}