{"id":"W3086453443","doi":"10.1145/3372020.3391554","title":"UML Consistency Rules","year":2020,"lang":"en","type":"article","venue":"","topic":"Software Engineering Research","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada; Junta de Comunidades de Castilla-La Mancha; Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada; European Commission; Ministerio de Ciencia, Innovación y Universidades","keywords":"UML tool; Applications of UML; Computer science; Unified Modeling Language; Class diagram; Consistency (knowledge bases); Programming language; Sequence diagram; Benchmark (surveying); Communication diagram; Software; Software engineering; Data mining; Artificial intelligence","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":[0.01906913,0.002846641,0.001789941,0.01189418,0.002654599,0.01003498,0.004569446,0.003753006,0.02233812],"category_scores_gemma":[0.08506189,0.001732292,0.003008844,0.006834346,0.002337313,0.007754488,0.005141379,0.003556456,0.01867249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003209842,"about_ca_system_score_gemma":0.007668726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008505711,"about_ca_topic_score_gemma":0.006240437,"domain_scores_codex":[0.9502126,0.01351634,0.01012206,0.005846755,0.01873612,0.001566089],"domain_scores_gemma":[0.9312282,0.02450077,0.005696545,0.01723232,0.02057996,0.000762134],"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":[0.0003054749,0.0003471818,0.005463471,0.002588268,0.0002709601,0.0009056628,0.00333673,0.0135819,0.006525761,0.3266546,0.1498715,0.4901485],"study_design_scores_gemma":[0.00007519924,0.00006436292,0.0008756776,0.0009993912,0.0001121605,0.000637296,0.0004575571,0.00998487,0.005467549,0.0891302,0.8920804,0.0001152963],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.008045656,0.003111586,0.8079038,0.002496067,0.001500998,0.004564205,0.02587759,0.02498862,0.1215115],"genre_scores_gemma":[0.0704442,0.002899192,0.8328342,0.002215601,0.0006127659,0.00454026,0.05085371,0.006771542,0.02882853],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02233812,"threshold_uncertainty_score":0.1008484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03400613067692527,"score_gpt":0.2596332412639361,"score_spread":0.2256271105870108,"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."}}