{"id":"W2063459171","doi":"10.1109/seaa.2011.13","title":"Studying the Impact of Design Patterns on the Performance Analysis of Service Oriented Architecture","year":2011,"lang":"en","type":"article","venue":"","topic":"Service-Oriented Architecture and Web Services","field":"Computer Science","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Unified Modeling Language; Software deployment; Software architecture; Software engineering; Model transformation; Service-oriented architecture; Software; Software design pattern; Change impact analysis; Transformation (genetics); Architecture; Programming language; Web service; Artificial intelligence","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":[0.005929135,0.0008238209,0.0003626998,0.001242894,0.0005745394,0.00128954,0.0007053447,0.0008331656,0.0008099473],"category_scores_gemma":[0.04980271,0.0003994973,0.0007059136,0.001562541,0.0008988052,0.001843321,0.0007135036,0.0009752686,0.0001628275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001549544,"about_ca_system_score_gemma":0.001089483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003243735,"about_ca_topic_score_gemma":0.002842473,"domain_scores_codex":[0.9931629,0.003615705,0.0003398346,0.0005414356,0.001997703,0.0003425795],"domain_scores_gemma":[0.9179111,0.06906056,0.003945846,0.004435042,0.004345409,0.0003020307],"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":[0.001544059,0.001114599,0.1021564,0.000951484,0.0004022489,0.0009441965,0.003352897,0.3358793,0.07831965,0.02679074,0.0009282895,0.4476162],"study_design_scores_gemma":[0.0001074508,0.002017761,0.03237434,0.0001103892,0.0003329155,0.0006413175,0.000985994,0.8393744,0.1016512,0.01944243,0.002874417,0.00008735515],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8719532,0.0002667662,0.1235512,0.0003241942,0.00002440442,0.0001246976,0.00006661642,0.0004548392,0.003234094],"genre_scores_gemma":[0.9406773,0.0001512787,0.05848086,0.0000230011,0.00000780445,0.00005949888,0.0001005148,0.00008904292,0.0004105272],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005929135,"threshold_uncertainty_score":0.03135669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04279100677065521,"score_gpt":0.2518408546860658,"score_spread":0.2090498479154106,"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."}}