{"id":"W2043495335","doi":"10.1145/1370916.1370928","title":"Scalable adaptive web services","year":2008,"lang":"en","type":"article","venue":"","topic":"Software System Performance and Reliability","field":"Computer Science","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; IBM (Canada)","funders":"","keywords":"Computer science; Web service; Robustness (evolution); Scalability; WS-Policy; Web modeling; Quality of service; Distributed computing; Web application; Service-oriented architecture; Workload; Software deployment; Software engineering; Web development; World Wide Web; Web application security; Database; Computer network; Operating system","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":[0.00109088,0.000799031,0.0008095966,0.0007849786,0.0006701487,0.001331298,0.001836923,0.0008951711,0.005199698],"category_scores_gemma":[0.003633709,0.0003537619,0.0005693362,0.001048755,0.0006492488,0.001902413,0.002241668,0.001193669,0.001390786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001014084,"about_ca_system_score_gemma":0.001050505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005363985,"about_ca_topic_score_gemma":0.003776726,"domain_scores_codex":[0.9985335,0.0002066491,0.00006860973,0.0002328469,0.0007800967,0.0001783381],"domain_scores_gemma":[0.9987011,0.0003605236,0.0001077491,0.000427909,0.0003094499,0.00009322846],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004115752,0.0002931402,0.002017849,0.0004875412,0.0002103987,0.0007196231,0.00026787,0.4250751,0.05021979,0.09484523,0.02774913,0.3977028],"study_design_scores_gemma":[0.00004637016,0.00005672707,0.0005749587,0.00001990404,0.0000243345,0.0001172488,0.0000505891,0.9404698,0.004693323,0.03629759,0.01762944,0.00001979126],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03270133,0.001177783,0.9152492,0.0008496466,0.0003681292,0.0003694358,0.0003827992,0.0139995,0.03490211],"genre_scores_gemma":[0.8267517,0.0009657408,0.1553538,0.0003087838,0.0002655881,0.0003484238,0.0008556576,0.0005683679,0.01458192],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005363985,"threshold_uncertainty_score":0.01739472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01439900042025618,"score_gpt":0.2135650159125236,"score_spread":0.1991660154922674,"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."}}