{"id":"W4200039109","doi":"10.1016/j.comcom.2021.12.020","title":"Survival backup strategy for controller placement problem in Software Defined Networking","year":2021,"lang":"en","type":"article","venue":"Computer Communications","topic":"Software-Defined Networks and 5G","field":"Computer Science","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Backup; Software-defined networking; Software; Computer network; Controller (irrigation); Distributed computing; Embedded system; Operating system","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004921932,0.0002174075,0.0003582712,0.00009612787,0.0003527353,0.0003484784,0.002123514,0.0001007937,0.000007751548],"category_scores_gemma":[0.00003394914,0.0002296124,0.000139259,0.0007016229,0.00005753072,0.0002483249,0.001489711,0.0002827274,0.00001705074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008846242,"about_ca_system_score_gemma":0.0002146276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002576976,"about_ca_topic_score_gemma":0.0003022013,"domain_scores_codex":[0.9980386,0.0002874966,0.0005284767,0.0004802082,0.0001875511,0.0004776639],"domain_scores_gemma":[0.9958322,0.00159238,0.0001461741,0.002044641,0.0002809615,0.0001036579],"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":[0.0000448345,0.001021997,0.01053713,0.00007613865,0.0002067165,0.00001966599,0.0009501211,0.1234603,0.00003472094,0.4107445,0.01872326,0.4341806],"study_design_scores_gemma":[0.00312479,0.0001326654,0.005206653,0.0001837324,0.00001991268,0.00001775628,0.00005033376,0.8968794,0.000008678518,0.01911235,0.07475795,0.0005057678],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0002166825,0.002632584,0.9924597,0.002530339,0.0004360134,0.0005389934,0.000009185173,0.0002717133,0.0009048068],"genre_scores_gemma":[0.125171,0.0003199889,0.8727753,0.0008647658,0.0002363297,0.0003222206,0.0001332256,0.00002643989,0.0001507732],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.7734191,"threshold_uncertainty_score":0.9363323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07059500984703322,"score_gpt":0.294296578421895,"score_spread":0.2237015685748618,"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."}}