{"id":"W2533156914","doi":"10.1002/9780470370506.ch1","title":"The Autonomic Computing Benchmark","year":2008,"lang":"en","type":"other","venue":"","topic":"Cloud Computing and Resource Management","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"IBM (Canada)","funders":"","keywords":"Benchmark (surveying); Autonomic computing; Computer science; Operating system; Cloud computing; Geography; Cartography","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":[0.0002135175,0.0002258348,0.0001888712,0.0001105001,0.0003820676,0.0002148516,0.002049799,0.0001006234,0.00006835884],"category_scores_gemma":[0.00000855528,0.0001405513,0.0001166429,0.0001850848,0.00007738184,0.000003463427,0.001134624,0.0001991908,0.0004615261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004382507,"about_ca_system_score_gemma":0.00004729216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001778227,"about_ca_topic_score_gemma":0.00002762312,"domain_scores_codex":[0.9986819,0.00005853492,0.0002058058,0.0004494698,0.00023861,0.0003656529],"domain_scores_gemma":[0.9985704,0.0001283891,0.0001795058,0.001050406,0.00001042837,0.00006091467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[1.420948e-7,0.000008458052,0.000007778294,0.000004389483,0.00003620549,0.0000097029,0.00005239885,0.0003410119,9.956234e-8,0.0165488,0.9075532,0.07543781],"study_design_scores_gemma":[0.00007242375,0.00001039115,0.00006176291,0.0000402895,0.000002843364,0.00001160924,0.000007182799,0.1165879,8.940462e-7,0.00008418878,0.8829376,0.0001829739],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001659024,0.001037508,0.06819241,0.0007775734,0.001217685,0.0001662111,2.850007e-7,0.001088509,0.9275032],"genre_scores_gemma":[0.0008967539,0.00007799933,0.0109659,0.0003630725,0.0005651733,0.000002368156,9.821139e-7,0.0001152589,0.9870125],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1162468,"threshold_uncertainty_score":0.5932138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008710513911805261,"score_gpt":0.2113414477672509,"score_spread":0.2026309338554456,"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."}}