{"id":"W1996482980","doi":"10.1145/974036.974037","title":"A performance comparison of dynamic Web technologies","year":2003,"lang":"en","type":"article","venue":"ACM SIGMETRICS Performance Evaluation Review","topic":"Network Traffic and Congestion Control","field":"Computer Science","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Perl; Computer science; Dynamic web page; Workload; Java; Operating system; Web application; Application server; Web server; Implementation; Database; World Wide Web; Web service; The Internet; Software engineering","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":[0.003384149,0.000219257,0.0005300736,0.0004190434,0.000151643,0.00003911097,0.001468093,0.0001028652,0.00007180129],"category_scores_gemma":[0.002521885,0.000190715,0.0001056308,0.003917956,0.00007459219,0.0005979761,0.0001635254,0.0002517982,0.0001211386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001141322,"about_ca_system_score_gemma":0.0003407946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":3.02549e-7,"about_ca_topic_score_gemma":8.537816e-7,"domain_scores_codex":[0.9972068,0.0002149781,0.0008070211,0.000411374,0.001038324,0.0003214717],"domain_scores_gemma":[0.9969939,0.0003093377,0.0005308758,0.001428303,0.0006877476,0.00004982959],"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":[0.000001815173,0.00005865889,0.005515452,0.0004767561,0.00001528063,1.357716e-7,0.00002577778,0.0006142564,0.00002981524,0.001244988,0.0007515343,0.9912655],"study_design_scores_gemma":[0.00055359,0.0002067242,0.001607382,0.0009893352,0.00009019667,0.00000841642,0.00002013176,0.9822272,0.0002955521,0.000106247,0.01364307,0.0002521459],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.4529297,0.49993,0.03327148,0.002335699,0.001306166,0.002832297,0.00000317915,0.0008691275,0.006522374],"genre_scores_gemma":[0.8839548,0.1038044,0.01183931,0.0001737712,0.000007747766,0.0001512561,0.000005091355,0.000008933386,0.00005472407],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9910134,"threshold_uncertainty_score":0.7777133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0493705115308195,"score_gpt":0.3324819771618349,"score_spread":0.2831114656310154,"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."}}