{"id":"W1509054376","doi":"10.1007/978-0-387-35600-6_5","title":"Network Management: State of the Art","year":2002,"lang":"en","type":"book-chapter","venue":"","topic":"Mobile Agent-Based Network Management","field":"Computer Science","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Network management station; Computer science; Network management; Network management application; Element management system; Structure of Management Information; Java; Distributed computing; Network monitoring; State (computer science); State management; Network architecture; Computer security; Computer network; Operating system","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001833405,0.0008691533,0.000630894,0.002475184,0.001083808,0.006940843,0.002026854,0.002666547,0.00993186],"category_scores_gemma":[0.002379466,0.0005797283,0.0003378897,0.004915735,0.002434982,0.01247379,0.002149822,0.002792305,0.004642025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002189053,"about_ca_system_score_gemma":0.00192684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001879338,"about_ca_topic_score_gemma":0.001731448,"domain_scores_codex":[0.9986297,0.0002314009,0.0000676479,0.0001993511,0.0007861158,0.0000859368],"domain_scores_gemma":[0.9987263,0.000699524,0.00005140266,0.000156695,0.0002892593,0.00007673011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002120309,0.0000787928,0.0001203156,0.001737329,0.00001118064,0.00004766936,0.0003922745,0.001802886,0.0005945395,0.2183647,0.06794292,0.7088862],"study_design_scores_gemma":[0.000002723343,0.00001152213,0.00007976389,0.0009527993,0.000005826912,0.000124953,0.0001030717,0.001329403,0.0002649876,0.04438903,0.9527236,0.00001239349],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001377715,0.765808,0.03061001,0.0106478,0.003366664,0.00004771449,0.00006364465,0.0004273984,0.187651],"genre_scores_gemma":[0.02532641,0.8618589,0.02836834,0.004010704,0.006519909,0.0001088445,0.0002541996,0.0002410724,0.07331169],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00993186,"threshold_uncertainty_score":0.03322542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01462798002177814,"score_gpt":0.1820213402255205,"score_spread":0.1673933602037424,"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."}}