{"id":"W2058082064","doi":"10.1145/2160803.2160830","title":"MT-WAVE","year":2011,"lang":"en","type":"article","venue":"ACM SIGMETRICS Performance Evaluation Review","topic":"Software System Performance and Reliability","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Computer science; Profiling (computer programming); Bottleneck; Instrumentation (computer programming); Cloud computing; Web application; Visualization; Web service; World Wide Web; Operating system; Embedded system; Data mining","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006439547,0.0002423505,0.0004055943,0.00034812,0.0002045311,0.00005241343,0.00156706,0.0001023101,0.0005837975],"category_scores_gemma":[0.002513441,0.0001900376,0.000154744,0.003470853,0.0000485717,0.001410092,0.0004298886,0.0002183905,0.001153573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001636449,"about_ca_system_score_gemma":0.0002804837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001021296,"about_ca_topic_score_gemma":6.888151e-7,"domain_scores_codex":[0.9967663,0.0002389149,0.0007609495,0.0005585303,0.001286047,0.0003892081],"domain_scores_gemma":[0.9960308,0.0001788539,0.0003541904,0.002399781,0.0008996782,0.000136679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000002790653,0.00008540945,0.01473428,0.001291558,0.00002191889,0.000001659469,0.000308456,0.000007339433,0.000006198296,0.0005571663,0.00402907,0.9789541],"study_design_scores_gemma":[0.002959029,0.001492655,0.5046642,0.008714059,0.0006523976,0.0002989244,0.00005172538,0.3284288,0.003577818,0.005726346,0.1404327,0.003001354],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2477986,0.4521335,0.1953205,0.002854828,0.009201527,0.01047194,0.000008811652,0.002193363,0.08001683],"genre_scores_gemma":[0.8424496,0.1054902,0.04865538,0.002590991,0.0001418052,0.0004378313,0.0000166469,0.00002435694,0.0001931593],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9759528,"threshold_uncertainty_score":0.9996241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1898415214150056,"score_gpt":0.3210858060616453,"score_spread":0.1312442846466397,"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."}}