{"id":"W2172069600","doi":"10.1145/643603.643617","title":"Quantifying aspects in middleware platforms","year":2003,"lang":"en","type":"article","venue":"","topic":"Advanced Software Engineering Methodologies","field":"Computer Science","cited_by":117,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science; Middleware (distributed applications); Aspect-oriented programming; Common Object Request Broker Architecture; Message oriented middleware; Distributed computing; Programming paradigm; AspectJ; Overhead (engineering); Set (abstract data type); Software engineering; Software architecture; Software; 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":[0.003457253,0.0009686757,0.0004255802,0.003218446,0.001131326,0.00400586,0.0009626536,0.001128538,0.0008324852],"category_scores_gemma":[0.01688862,0.0008458879,0.0007925213,0.001946198,0.002657162,0.007652208,0.003420533,0.00161442,0.0001823212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001476917,"about_ca_system_score_gemma":0.0008857762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001355045,"about_ca_topic_score_gemma":0.0008531017,"domain_scores_codex":[0.9945898,0.00152336,0.0004553947,0.0007531135,0.002350613,0.0003277049],"domain_scores_gemma":[0.9904168,0.004375755,0.001888738,0.00189279,0.001102609,0.0003233291],"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":[0.0001089957,0.00006711587,0.0101619,0.000313229,0.00009952379,0.0004836838,0.002390057,0.08584548,0.02208964,0.7698221,0.000559811,0.1080584],"study_design_scores_gemma":[0.00001656957,0.0001111114,0.005211886,0.0001385471,0.000129808,0.0004812217,0.0006304161,0.2015385,0.0145728,0.756686,0.02039414,0.00008901036],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2307031,0.001461658,0.7498279,0.0005187418,0.0000801514,0.0001524041,0.00008155083,0.0005751135,0.01659945],"genre_scores_gemma":[0.7496982,0.0006774899,0.2471916,0.00006301319,0.00006039502,0.0001507204,0.00008783367,0.0001625734,0.001908145],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00400586,"threshold_uncertainty_score":0.0182839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1109312008426559,"score_gpt":0.3159666053836972,"score_spread":0.2050354045410413,"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."}}