{"id":"W2063106869","doi":"10.1145/1052898.1052904","title":"Towards just-in-time middleware architectures","year":2005,"lang":"en","type":"article","venue":"","topic":"Advanced Software Engineering Methodologies","field":"Computer Science","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Middleware (distributed applications); Computer science; Common Object Request Broker Architecture; Code refactoring; Object request broker; Personalization; Message oriented middleware; Software engineering; Distributed computing; Operating system; Software architecture; Software; World Wide Web; Distributed object","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002965549,0.0001278746,0.0001524334,0.0001403973,0.0000254845,0.00004499239,0.0009513132,0.00005162051,0.00003976313],"category_scores_gemma":[0.0003818818,0.0001075355,0.00005659568,0.0002851829,0.00002506048,0.0001646915,0.00028098,0.000153383,0.0001302574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005310986,"about_ca_system_score_gemma":0.00002671402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007963092,"about_ca_topic_score_gemma":0.000006920394,"domain_scores_codex":[0.9990124,0.00005707121,0.0001522631,0.0002882559,0.0001907941,0.0002992398],"domain_scores_gemma":[0.9991525,0.0003017876,0.00002173091,0.0004476015,0.00001940721,0.00005694946],"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":[0.000004482046,0.00003901147,0.0002130933,0.00001373886,0.000009272981,0.00002455031,0.000914724,0.4783022,0.0007378093,0.008556693,0.0004291408,0.5107553],"study_design_scores_gemma":[0.003713141,0.0006063586,0.08768824,0.0002660795,0.00002545223,0.0004236907,0.0001760766,0.3166182,0.1948591,0.2930408,0.09792715,0.004655697],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0106007,0.0001962325,0.9847091,0.001014854,0.0001276407,0.00007368288,5.181444e-7,0.0009544581,0.002322833],"genre_scores_gemma":[0.07584601,0.000004410817,0.9225523,0.0004065099,0.00007172196,0.000009110491,3.603658e-7,0.000008732412,0.001100852],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.5060996,"threshold_uncertainty_score":0.4385171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03601445476124375,"score_gpt":0.2928227899017189,"score_spread":0.2568083351404752,"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."}}