{"id":"W3133621865","doi":"10.1109/tnsm.2021.3058871","title":"Guest Editors Introduction: Special Issue on Advanced Management of Softwarized Networks","year":2021,"lang":"en","type":"article","venue":"IEEE Transactions on Network and Service Management","topic":"Software-Defined Networks and 5G","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Computer science; Cloud computing; Virtualization; Network Functions Virtualization; Network management; Service provider; Software-defined networking; Network virtualization; Service (business); Computer network; Telecommunications; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002636026,0.0003450165,0.0003807872,0.0001237247,0.0003786366,0.0001355187,0.0004936246,0.0001164243,0.0001763807],"category_scores_gemma":[7.164047e-7,0.0003532714,0.0001327498,0.001484369,0.00003995596,0.0002352603,0.00004034995,0.0003067956,0.00004872564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000610654,"about_ca_system_score_gemma":0.00001568325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007586198,"about_ca_topic_score_gemma":0.00003433538,"domain_scores_codex":[0.9975561,0.0001032458,0.0004735896,0.0008699807,0.0004737117,0.0005233755],"domain_scores_gemma":[0.9984928,0.0001121047,0.0001422917,0.0009762878,0.0001292354,0.0001472649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001545288,0.0003238691,0.000004820939,0.000157899,0.0003258166,0.00008389935,0.00009646342,0.6026214,0.000001210036,0.004189375,0.05426621,0.3377745],"study_design_scores_gemma":[0.002760325,0.0003954663,0.0004917349,0.0004374519,0.0002842388,0.00001893208,0.0002697496,0.05469205,0.0002433329,0.0009307056,0.9387196,0.0007563716],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"editorial","genre_scores_codex":[0.0002540995,0.0002082616,0.9498848,0.005046378,0.03704303,0.0005153182,0.000003996534,0.0002844817,0.006759668],"genre_scores_gemma":[0.1577527,0.04095587,0.3702044,0.02289945,0.3863356,0.001192035,0.0001609084,0.0004057459,0.0200932],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8844534,"threshold_uncertainty_score":0.9998919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00675532864623182,"score_gpt":0.2094552433881438,"score_spread":0.2026999147419119,"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."}}