{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002388534,0.0004380126,0.0002560687,0.0004475946,0.0004458725,0.002067481,0.001603765,0.001031018,0.001681023],"category_scores_gemma":[0.00433981,0.000607095,0.0005160966,0.0003136754,0.00163146,0.003125823,0.001333176,0.001904227,0.0007466438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007352929,"about_ca_system_score_gemma":0.001171037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005668997,"about_ca_topic_score_gemma":0.000867028,"domain_scores_codex":[0.9985114,0.0004825322,0.0001057546,0.0001638946,0.0006214936,0.0001150113],"domain_scores_gemma":[0.9975541,0.0007392929,0.0001940729,0.0007769806,0.0006162099,0.000119278],"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":[0.0001639709,0.0001204971,0.001611664,0.0004226541,0.00006385834,0.0003669304,0.002029691,0.08606417,0.1311508,0.6485841,0.002717195,0.1267044],"study_design_scores_gemma":[0.00008010391,0.000224431,0.0004514101,0.0001150128,0.00008245184,0.0004536192,0.0004424777,0.4005809,0.09514692,0.3747539,0.127611,0.00005765053],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0205078,0.0001817843,0.9738468,0.0003578233,0.00004603852,0.00003859173,0.00001609083,0.001512263,0.003492796],"genre_scores_gemma":[0.1448923,0.0003985605,0.8507602,0.00018002,0.00003292477,0.00008733114,0.00009803802,0.0004284449,0.003122146],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002388534,"threshold_uncertainty_score":0.01263195,"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."}}