{"id":"W1979829546","doi":"10.4018/jdm.2008010101","title":"Dimensions of UML Diagram Use","year":2008,"lang":"en","type":"article","venue":"Journal of Database Management","topic":"Software Engineering Research","field":"Computer Science","cited_by":88,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland; University of Lethbridge","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Unified Modeling Language; Applications of UML; UML tool; Computer science; Class diagram; Use Case Diagram; Communication diagram; Software engineering; Systems 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004498067,0.00007847144,0.0001527589,0.0003465465,0.00004626258,0.00002886256,0.0007376359,0.00001365112,0.00001167628],"category_scores_gemma":[0.000281353,0.00005771899,0.00007511427,0.0004096025,0.00003411715,0.000679562,0.0006087483,0.0001521284,0.00001502457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003890924,"about_ca_system_score_gemma":0.00003111066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001204104,"about_ca_topic_score_gemma":5.479372e-7,"domain_scores_codex":[0.9986865,0.0000363869,0.0003230474,0.0001220186,0.0006520657,0.0001799709],"domain_scores_gemma":[0.9987358,0.0002555868,0.0001473264,0.000605014,0.0001397288,0.0001165599],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001780466,0.002162496,0.136859,0.0009710609,0.002035184,0.02575795,0.001890047,0.01481245,0.007536609,0.08109324,0.5583215,0.1683824],"study_design_scores_gemma":[0.005742424,0.001490676,0.6700569,0.001274788,0.0001992019,0.002077747,0.000117613,0.03870387,0.01533445,0.0005300398,0.2632973,0.001174943],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.183954,0.0002057642,0.8147612,0.0003560969,0.0004476223,0.0001289219,0.000009678788,0.0000383386,0.00009837716],"genre_scores_gemma":[0.7562272,0.0007808079,0.2425523,0.00006871271,0.00005613748,0.000002523485,0.000002611752,0.000009445787,0.0003002383],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.5722731,"threshold_uncertainty_score":0.2353712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04529565188808984,"score_gpt":0.2773889981208894,"score_spread":0.2320933462327996,"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."}}