{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005804895,0.0002223716,0.0003152797,0.0003156652,0.0001638154,0.0000275741,0.002141017,0.00004503925,0.0001406919],"category_scores_gemma":[0.00000772141,0.00009290528,0.0002602033,0.00332967,0.00004019259,0.000135272,0.0003347755,0.0002142163,0.000006499838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001541006,"about_ca_system_score_gemma":0.00005480721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003549893,"about_ca_topic_score_gemma":0.0006361425,"domain_scores_codex":[0.9983289,0.0002724,0.0003575675,0.0003217814,0.0004280318,0.0002913573],"domain_scores_gemma":[0.997561,0.0005076808,0.0002828214,0.001368327,0.0002230967,0.00005712311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005618267,0.001423797,0.3609134,0.000231589,0.0102299,0.000009468178,0.2852949,0.2788494,0.00641224,0.0240919,0.00009963215,0.03188198],"study_design_scores_gemma":[0.000350224,0.0009235113,0.6330121,0.00008389869,0.0004361372,0.000005236037,0.001913241,0.3234895,0.03901046,0.0004644649,0.00002464857,0.0002865049],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7996752,0.00001694039,0.1983805,0.0003931498,0.00005374767,0.0002604452,0.000006746865,0.00004411518,0.001169153],"genre_scores_gemma":[0.9961073,0.000006495485,0.002607239,0.001223294,0.00001779336,0.00001555471,0.000002480078,0.000008617095,0.00001123371],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2833816,"threshold_uncertainty_score":0.5366399,"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."}}