{"id":"W2100658674","doi":"10.1109/icac.2005.23","title":"Design of an Autonomic Element for Server Management","year":2005,"lang":"en","type":"article","venue":"","topic":"Software System Performance and Reliability","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Computer science; Delegation; Application lifecycle management; Computer network; Operating system; Software; 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":[0.0005289428,0.00006385065,0.0000933382,0.00004032753,0.00003775442,0.00002171008,0.0004336665,0.00002244707,0.00002549519],"category_scores_gemma":[0.000001474401,0.00004838217,0.00003602638,0.00006881283,0.000009912417,0.0003681585,0.00007821686,0.00001571827,0.00002990488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005135819,"about_ca_system_score_gemma":0.00002294634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007326153,"about_ca_topic_score_gemma":0.000003212555,"domain_scores_codex":[0.9993141,0.00002095546,0.0002176998,0.0002011817,0.0001018256,0.0001442953],"domain_scores_gemma":[0.9993845,0.00002395271,0.00004929322,0.0004701065,0.00003699599,0.00003512517],"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":[0.00005690649,0.0007003999,0.001846337,0.0003750148,0.0001311088,0.000001309701,0.001283175,0.1186637,0.000541893,0.08369665,0.005221759,0.7874817],"study_design_scores_gemma":[0.0009295049,0.0003459376,0.005549162,0.00001759168,0.00001025965,0.000002003156,0.00004330894,0.9591748,0.01879305,0.001535978,0.01340128,0.0001970848],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04123656,0.00001431422,0.9572394,0.0002406244,0.0001239822,0.0005304835,4.076668e-7,0.0001029015,0.0005113431],"genre_scores_gemma":[0.5445196,0.000003720754,0.4547699,0.0001389348,0.00002931874,0.00005152381,7.578442e-7,0.000002861706,0.000483333],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8405111,"threshold_uncertainty_score":0.1972968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01942508270089463,"score_gpt":0.255485527694574,"score_spread":0.2360604449936794,"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."}}