{"id":"W4313318709","doi":"10.1109/mnet.001.2200029","title":"Retracted: Zero Touch Networks to Realize Virtualization: Opportunities, Challenges, and Future Prospects","year":2022,"lang":"en","type":"article","venue":"IEEE Network","topic":"Software-Defined Networks and 5G","field":"Computer Science","cited_by":20,"is_retracted":true,"has_abstract":true,"ca_institutions":"Communications Research Centre Canada; École de Technologie Supérieure; Ultra Electronics (Canada)","funders":"National Research Foundation of Korea; Ministry of Higher Education and Scientific Research","keywords":"Virtualization; Computer science; Network virtualization; Automation; Openness to experience; Distributed computing; Risk analysis (engineering); Cloud computing; Engineering; Business","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":[0.003886542,0.0007663515,0.0003748138,0.0004890938,0.001812743,0.006024001,0.001760465,0.003407164,0.0129929],"category_scores_gemma":[0.005476235,0.0002151861,0.0004031017,0.0006685969,0.002141379,0.01278404,0.003129828,0.006716484,0.004362314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00156535,"about_ca_system_score_gemma":0.002544691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002159718,"about_ca_topic_score_gemma":0.002685702,"domain_scores_codex":[0.9984277,0.000573872,0.00006249657,0.0001575139,0.0005097053,0.0002687225],"domain_scores_gemma":[0.996316,0.0009535755,0.0001176338,0.0003823445,0.001544961,0.0006855174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001002133,0.0000801254,0.001258072,0.0005070567,0.00002228461,0.0004088826,0.001064736,0.001986184,0.002981189,0.4521231,0.2545513,0.2849168],"study_design_scores_gemma":[0.00001276733,0.0001554512,0.0004590041,0.0006642397,0.00001480728,0.0005375854,0.002138078,0.00783575,0.001881152,0.157173,0.8290841,0.00004418299],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.01638243,0.1107716,0.1698926,0.5059426,0.06643627,0.0001800437,0.0003455836,0.001389675,0.1286592],"genre_scores_gemma":[0.4439481,0.1442484,0.0963976,0.08522956,0.02016346,0.0002364996,0.0008424042,0.0009100113,0.208024],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.0129929,"threshold_uncertainty_score":0.04346555,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03658078586408202,"score_gpt":0.2323912462785223,"score_spread":0.1958104604144403,"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."}}