{"id":"W2116820886","doi":"10.1109/ipdps.2004.1303197","title":"Experimental studies of scalability in clustered web systems","year":2004,"lang":"en","type":"article","venue":"","topic":"Peer-to-Peer Network Technologies","field":"Computer Science","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Computer science; Scalability; Testbed; Server; The Internet; Web service; Web server; Application server; Benchmark (surveying); Distributed computing; World Wide Web; Database","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":[0.0003164072,0.0001083669,0.0002583096,0.0001425877,0.00002565073,0.00002939546,0.0008468604,0.00005402984,0.000001150329],"category_scores_gemma":[0.00008254108,0.00008901591,0.00003130576,0.0005866456,0.0001064177,0.0002014036,0.0008441668,0.00007034632,0.00001728051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002228158,"about_ca_system_score_gemma":0.0000432015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001299883,"about_ca_topic_score_gemma":0.0001095094,"domain_scores_codex":[0.9988838,0.00003348084,0.0003083135,0.000321406,0.0002234455,0.0002295066],"domain_scores_gemma":[0.9991652,0.0000574854,0.00004934293,0.0006318775,0.00006166868,0.00003445709],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001047242,0.003016832,0.04682912,0.000513839,0.0002900007,0.0001679126,0.0248558,0.09576713,0.1781418,0.6172738,0.01026714,0.02277185],"study_design_scores_gemma":[0.005929444,0.002007859,0.02639353,0.0008557905,0.00001094847,0.00007320616,0.02222983,0.05526396,0.8603012,0.02379968,0.00150179,0.001632752],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9748682,0.001220657,0.02035617,0.001455302,0.0003748736,0.0003212123,9.278395e-7,0.0004047923,0.0009978586],"genre_scores_gemma":[0.9705782,0.000005481066,0.02923712,0.00005848007,0.00001050664,0.00004085639,1.266851e-7,0.00000341328,0.0000658285],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6821594,"threshold_uncertainty_score":0.3629963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04506985813381103,"score_gpt":0.316205403333186,"score_spread":0.271135545199375,"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."}}