{"id":"W2058226996","doi":"10.1109/mcom.2014.6852092","title":"Design considerations for managing wide area software defined networks","year":2014,"lang":"en","type":"article","venue":"IEEE Communications Magazine","topic":"Software-Defined Networks and 5G","field":"Computer Science","cited_by":84,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science; Computer network; Router; Software-defined networking; Bottleneck; Network packet; Network architecture; Network management; Distributed computing; Controller (irrigation); Networking hardware; Embedded 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":[0.00350709,0.0007237555,0.0003437338,0.0005444302,0.0008322837,0.003675988,0.001858822,0.001546817,0.002064469],"category_scores_gemma":[0.004483415,0.0007566632,0.0003765252,0.0004193643,0.0007913508,0.003982346,0.000892525,0.0017192,0.0009374031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001072376,"about_ca_system_score_gemma":0.001197115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007358702,"about_ca_topic_score_gemma":0.001661442,"domain_scores_codex":[0.9968069,0.000899036,0.0003026093,0.000268043,0.001468941,0.0002544183],"domain_scores_gemma":[0.9976543,0.0005443296,0.0002685645,0.0003090743,0.001035089,0.0001887648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001960416,0.0001936106,0.002312601,0.001060302,0.0001147046,0.001003113,0.001235097,0.05535388,0.07075849,0.5942745,0.01391188,0.2595858],"study_design_scores_gemma":[0.0001860319,0.000781115,0.001996554,0.000658898,0.0003171332,0.002140533,0.001326396,0.3367959,0.03027267,0.1940656,0.4313499,0.0001092889],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02396215,0.002921304,0.9116143,0.009287248,0.0005103495,0.000442818,0.00005575967,0.0009708312,0.05023538],"genre_scores_gemma":[0.3198512,0.002602473,0.6627219,0.001455684,0.0004228316,0.0006448974,0.0001433621,0.0001600974,0.0119975],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.003675988,"threshold_uncertainty_score":0.01854748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06078253384685482,"score_gpt":0.2681280963753886,"score_spread":0.2073455625285338,"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."}}