{"id":"W2567058191","doi":"10.1109/mic.2016.127","title":"Virtual Edge-Based Smart Community Network Management","year":2016,"lang":"en","type":"article","venue":"IEEE Internet Computing","topic":"Software-Defined Networks and 5G","field":"Computer Science","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec","funders":"","keywords":"Computer science; Enabling; Computer network; Multitenancy; Enhanced Data Rates for GSM Evolution; Smart grid; The Internet; Resource allocation; Computer security; Telecommunications; World Wide Web; Operating system; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009539528,0.0002614972,0.0002605885,0.00009693365,0.0002561657,0.0002168493,0.001923705,0.00008472576,0.00002585353],"category_scores_gemma":[0.0000286739,0.0001988811,0.0001363856,0.000372211,0.00008430654,0.000197151,0.0008043589,0.0003313524,0.00026955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001065495,"about_ca_system_score_gemma":0.00002678121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008936496,"about_ca_topic_score_gemma":0.00002960883,"domain_scores_codex":[0.9978602,0.0003464713,0.0004141124,0.0004257076,0.0002987401,0.0006547685],"domain_scores_gemma":[0.9976684,0.000954135,0.0001716314,0.0009866613,0.00007702592,0.0001420883],"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":[0.00004356539,0.0002249601,0.01326843,0.00003336016,0.0001479592,0.00009275281,0.0005600014,0.01857115,0.00005618514,0.0383224,0.08736002,0.8413192],"study_design_scores_gemma":[0.003823,0.0008451352,0.02097089,0.002372829,0.00004414289,0.00005377534,0.00005571283,0.8932042,0.00178162,0.007420455,0.06789728,0.001530971],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08938885,0.0000519057,0.9040831,0.0004230424,0.002888458,0.0001491678,8.78296e-7,0.000651427,0.002363149],"genre_scores_gemma":[0.9709729,0.000003682462,0.02617152,0.001642899,0.0005014291,0.000007243737,0.000001911248,0.00002422336,0.0006742207],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.881584,"threshold_uncertainty_score":0.8110138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02166509598229188,"score_gpt":0.2375433344540651,"score_spread":0.2158782384717732,"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."}}