{"id":"W1574403820","doi":"10.1007/3-540-45341-5_30","title":"Design and Implementation of a UML-Based Design Repository","year":2001,"lang":"en","type":"book-chapter","venue":"Notes on numerical fluid mechanics and multidisciplinary design","topic":"Software Engineering Research","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Unified Modeling Language; Metamodeling; Computer science; Software engineering; Applications of UML; UML tool; Systems engineering; Software; Engineering; Programming language","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00106833,0.0005968172,0.0006693599,0.0006098751,0.0002426878,0.0001231265,0.0005892786,0.0003830297,0.00002356132],"category_scores_gemma":[0.0001574841,0.0005563675,0.0001240982,0.0002332905,0.00005704442,0.0001734407,0.0003786505,0.0004557641,0.00001122381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001160929,"about_ca_system_score_gemma":0.0002701373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001912934,"about_ca_topic_score_gemma":1.920455e-7,"domain_scores_codex":[0.9968275,0.0002244921,0.0006250731,0.001067084,0.0007573588,0.0004984259],"domain_scores_gemma":[0.9943428,0.004090091,0.0002532179,0.0007894618,0.000199549,0.0003249019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002808193,0.001223837,0.0001574798,0.001665389,0.001120167,0.002389871,0.002590002,0.263991,0.08948886,0.2835869,0.003747165,0.3472311],"study_design_scores_gemma":[0.001113157,0.003512275,0.00007294484,0.0003241483,0.00007077016,0.00006777199,0.000008888375,0.9638623,0.01824485,0.0117657,0.000209301,0.0007479111],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.00004467649,0.0007460535,0.9970728,0.0001926704,0.0002225852,0.001388516,0.000008594487,0.0002034166,0.0001206521],"genre_scores_gemma":[0.09783785,0.001246557,0.898555,0.00007976311,0.0001261985,0.0002031115,0.00001957167,0.0002041607,0.001727721],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.6998713,"threshold_uncertainty_score":0.9996888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03907834946473531,"score_gpt":0.2919868467679239,"score_spread":0.2529084973031885,"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."}}