{"id":"W1544129173","doi":"10.1007/978-3-642-17851-1_29","title":"Virtualized Application Networking Infrastructure","year":2010,"lang":"en","type":"book-chapter","venue":"Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering","topic":"Software-Defined Networks and 5G","field":"Computer Science","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canada Research Chairs; University of Toronto","funders":"","keywords":"Business; Computer science","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003466098,0.0003075895,0.0003798302,0.0001665971,0.001020816,0.0002785692,0.002535426,0.0003749133,7.739979e-7],"category_scores_gemma":[0.0000360219,0.0002466535,0.0002016117,0.0002802503,0.0003714123,0.0003305095,0.001005835,0.0006965181,5.935942e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004547108,"about_ca_system_score_gemma":0.0001462943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001638923,"about_ca_topic_score_gemma":0.0000501388,"domain_scores_codex":[0.9986556,0.000008954182,0.0006074801,0.0002037935,0.0002672607,0.0002569564],"domain_scores_gemma":[0.998008,0.0003549456,0.0005832982,0.000840335,0.0001578477,0.00005553885],"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":[0.000001477363,0.000007330905,0.000006451968,0.00009574254,0.00006093745,4.976605e-8,0.0008998876,0.7543094,0.00002453617,0.1468517,0.0001432623,0.0975992],"study_design_scores_gemma":[0.0001912872,0.00003536429,0.00003671305,0.0001286318,0.00003396772,0.00001236091,9.94586e-7,0.8109941,0.00005313367,0.007792939,0.1803963,0.0003241601],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.00005405978,0.0004315947,0.9958031,0.0006047938,0.001082404,0.0005070973,0.00002275275,0.0001249505,0.0013692],"genre_scores_gemma":[0.00707469,0.0001552759,0.9918361,0.0003365391,0.0004576435,0.00003275587,0.00004195061,0.00002126643,0.00004374892],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.1802531,"threshold_uncertainty_score":0.9999986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01311659138652449,"score_gpt":0.2242039236971131,"score_spread":0.2110873323105886,"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."}}