{"id":"W2104040631","doi":"10.1109/wcre.2006.48","title":"Refactoring Detection based on UMLDiff Change-Facts Queries","year":2006,"lang":"en","type":"article","venue":"","topic":"Software Engineering Research","field":"Computer Science","cited_by":102,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Code refactoring; Computer science; Software evolution; Software engineering; Software; Software system; Object-oriented programming; Software development; Software quality; Software maintenance; Software metric; Programming language; Software construction","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":[0.007769408,0.001424078,0.001620866,0.008310433,0.0007896586,0.002335068,0.002615245,0.002827396,0.001728307],"category_scores_gemma":[0.05265898,0.0007416161,0.0008312065,0.003284378,0.0009340673,0.003761757,0.00179791,0.001255139,0.0008464108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001132676,"about_ca_system_score_gemma":0.001467692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005648343,"about_ca_topic_score_gemma":0.007191007,"domain_scores_codex":[0.9891325,0.002962562,0.001513311,0.001718207,0.004273237,0.000400308],"domain_scores_gemma":[0.9416449,0.03784346,0.006084065,0.005734235,0.007987665,0.0007056094],"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":[0.001059373,0.0008107689,0.1080538,0.0009892443,0.0002315522,0.00220045,0.004107779,0.03275833,0.07688488,0.01429283,0.008387881,0.7502232],"study_design_scores_gemma":[0.0001908485,0.000336835,0.03011444,0.00008992702,0.0001460988,0.001639158,0.0006855669,0.8841556,0.06031265,0.01041372,0.01175265,0.0001625243],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1575969,0.0005800717,0.8199807,0.0007001132,0.00005942189,0.0007603485,0.001729722,0.01637174,0.002221007],"genre_scores_gemma":[0.3823948,0.0001950773,0.6127654,0.0001861561,0.00004729956,0.0002928828,0.002616294,0.0005581769,0.0009439193],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.008310433,"threshold_uncertainty_score":0.04108906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02923127407523809,"score_gpt":0.2539968840884176,"score_spread":0.2247656100131795,"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."}}