{"id":"W38696569","doi":"","title":"UCDA: Use Case Driven Development Assistant Tool for Class Model Generation.","year":2004,"lang":"en","type":"article","venue":"","topic":"Model-Driven Software Engineering Techniques","field":"Computer Science","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Computer science; Parsing; Programming language; Software engineering; Python (programming language); Automation; Unified Modeling Language; Class diagram; Process (computing); Extensibility; Software; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003455088,0.001162019,0.0006322222,0.001948026,0.0006171154,0.001953129,0.002578965,0.001297676,0.02681398],"category_scores_gemma":[0.01382966,0.00134359,0.0008539752,0.001140859,0.0005051958,0.002383927,0.001812733,0.001535959,0.008397299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006639061,"about_ca_system_score_gemma":0.001442807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002184726,"about_ca_topic_score_gemma":0.002675214,"domain_scores_codex":[0.9983523,0.0006055742,0.0001859989,0.0002797503,0.0004957619,0.00008056239],"domain_scores_gemma":[0.99423,0.003417925,0.0003513844,0.001043061,0.0007862055,0.0001714574],"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":[0.0004593236,0.0003743993,0.002349873,0.001278026,0.000101966,0.001224277,0.001069433,0.02454543,0.02149048,0.03745051,0.2013329,0.7083234],"study_design_scores_gemma":[0.0005982299,0.0002282018,0.001904725,0.0004694551,0.0001086923,0.001999699,0.0001699061,0.3403992,0.0380288,0.02816743,0.5877551,0.0001705431],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.003614478,0.0002187756,0.8667269,0.0002184544,0.00009884049,0.0005136526,0.002693079,0.1200499,0.005865895],"genre_scores_gemma":[0.03622291,0.0003088779,0.9377911,0.0001719048,0.00003346827,0.001680805,0.008337593,0.006909672,0.008543731],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.02681398,"threshold_uncertainty_score":0.08970171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05578137480495952,"score_gpt":0.2583752614140011,"score_spread":0.2025938866090416,"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."}}