{"id":"W2115398138","doi":"10.1109/wpc.2002.1021334","title":"An integrated approach for studying architectural evolution","year":2003,"lang":"en","type":"article","venue":"","topic":"Software Engineering Research","field":"Computer Science","cited_by":97,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science; Software evolution; Architectural pattern; Visualization; Software engineering; Software; Software architecture; Extensibility; Software system; Software visualization; Component-based software engineering; Software construction; Data mining; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00147978,0.0008496997,0.0007421761,0.004547446,0.0005791575,0.002266526,0.001458008,0.001014274,0.002564554],"category_scores_gemma":[0.004493676,0.0004993315,0.0008425926,0.004155973,0.001038904,0.006033788,0.00200107,0.00151241,0.0004235239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007944052,"about_ca_system_score_gemma":0.001124732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00234749,"about_ca_topic_score_gemma":0.002942669,"domain_scores_codex":[0.9988404,0.000319842,0.00009855571,0.0002198619,0.0004786265,0.0000426456],"domain_scores_gemma":[0.9980983,0.0006092553,0.0002621826,0.000545617,0.0003791341,0.0001055355],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00009165254,0.0003631907,0.01578576,0.0005926482,0.0003189721,0.0006098523,0.004031008,0.05797705,0.04628152,0.4364523,0.004402413,0.4330937],"study_design_scores_gemma":[0.0000686933,0.0005192871,0.01612877,0.0002751261,0.0003516934,0.001896062,0.001668272,0.3823863,0.01721123,0.4650625,0.1142556,0.0001764805],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01007131,0.0002816198,0.9843162,0.0002657114,0.0000181202,0.00007252998,0.0001286947,0.001203565,0.003642282],"genre_scores_gemma":[0.06905033,0.0004771528,0.9282995,0.00004489163,0.00001994965,0.0001885725,0.0003073975,0.000142374,0.001469809],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.004547446,"threshold_uncertainty_score":0.008579254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03115702757862012,"score_gpt":0.2787823887526455,"score_spread":0.2476253611740254,"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."}}