{"id":"W4238281206","doi":"10.22215/etd/2005-08522","title":"Automating the application of design patterns based on UML models","year":2005,"lang":"en","type":"dissertation","venue":"","topic":"Software Engineering and Design Patterns","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Library and Archives Canada","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Unified Modeling Language; Computer science; Programming language; Software","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":[0.00783032,0.00124658,0.0007867803,0.003382497,0.000702409,0.003389337,0.001708732,0.001438392,0.002886372],"category_scores_gemma":[0.03940799,0.001315644,0.001548755,0.002252858,0.0007806903,0.003302717,0.002258169,0.002037976,0.00233482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009478113,"about_ca_system_score_gemma":0.003212631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003899915,"about_ca_topic_score_gemma":0.006072527,"domain_scores_codex":[0.9915534,0.003158905,0.001075911,0.0009926636,0.002859608,0.0003596217],"domain_scores_gemma":[0.9762828,0.01238731,0.002195565,0.00526733,0.003512011,0.0003550321],"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":[0.0002836861,0.0005850646,0.008534373,0.001098577,0.0002089362,0.0007219205,0.00405665,0.01512165,0.04532406,0.02758159,0.01595854,0.8805251],"study_design_scores_gemma":[0.0003557234,0.0004687876,0.007267101,0.001461791,0.0005733439,0.002459994,0.002225637,0.4319023,0.1649524,0.06267256,0.3254354,0.0002249004],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02092227,0.0002789393,0.9617225,0.0005825055,0.0001183726,0.0006196551,0.000475853,0.01113839,0.004141554],"genre_scores_gemma":[0.05226491,0.000415401,0.9391177,0.0001414183,0.00002078208,0.0003931145,0.001791038,0.001179947,0.004675723],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.00783032,"threshold_uncertainty_score":0.04141122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03286486355701296,"score_gpt":0.3099196801822537,"score_spread":0.2770548166252407,"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."}}