{"id":"W2140437454","doi":"10.1186/s13677-015-0029-5","title":"A service oriented broker-based approach for dynamic resource discovery in virtual networks","year":2015,"lang":"en","type":"article","venue":"Journal of Cloud Computing Advances Systems and Applications","topic":"Software-Defined Networks and 5G","field":"Computer Science","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University; Université du Québec à Montréal","funders":"","keywords":"Computer science; Network virtualization; Virtualization; Cloud computing; Proof of concept; Virtual network; Distributed computing; The Internet; Service (business); Resource (disambiguation); Network architecture; Virtual machine; World Wide Web; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008833031,0.0001548068,0.0003541691,0.0001199964,0.0001432073,0.0002102533,0.0005054075,0.00007065319,3.74685e-8],"category_scores_gemma":[0.00003360042,0.0001306549,0.00006774329,0.0007171106,0.00003251662,0.0003212995,0.00009629544,0.0002184606,2.743217e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007907001,"about_ca_system_score_gemma":0.000110032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001887344,"about_ca_topic_score_gemma":0.000008586792,"domain_scores_codex":[0.9984664,0.00008822932,0.0006509094,0.0002850746,0.0002471186,0.0002623178],"domain_scores_gemma":[0.9982021,0.0004488457,0.0006341519,0.0002911527,0.0002722318,0.0001515541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003191269,0.00009286659,0.0007041255,0.00004916054,0.00001128778,0.000001242133,0.0001354496,0.9743666,0.000004924185,0.009944042,0.0002514779,0.01440692],"study_design_scores_gemma":[0.001059811,0.0001595943,0.0001254691,0.0001567049,0.00001038632,0.00006228534,0.0004633062,0.9673989,0.000001707837,0.000377174,0.03003792,0.0001467056],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01056275,0.005303673,0.983026,0.0002093208,0.0003549197,0.0004298719,0.000003787949,0.00004553709,0.00006410234],"genre_scores_gemma":[0.9472107,0.00002991558,0.05175569,0.0002043522,0.0006954359,0.00005266009,0.000008416251,0.00001625277,0.0000266258],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9366479,"threshold_uncertainty_score":0.5327953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01521541287820764,"score_gpt":0.2599647966639185,"score_spread":0.2447493837857109,"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."}}