{"id":"W4287992578","doi":"10.1093/comjnl/bxab108","title":"Be Scalable and Rescue My Slices During Reconfiguration","year":2021,"lang":"en","type":"article","venue":"The Computer Journal","topic":"Software-Defined Networks and 5G","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"Erasmus Universiteit Rotterdam; Agence Nationale de la Recherche","keywords":"Control reconfiguration; Rescue therapy; Scalability; Computer science; Embedded system; Operating system; Medicine; Internal medicine","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":[0.0008621061,0.0007971043,0.0005269297,0.0002097909,0.0007237607,0.001446014,0.0007037625,0.0007196492,0.005490225],"category_scores_gemma":[0.002620317,0.0002997932,0.0004558392,0.0003462886,0.0008961257,0.001819365,0.001034257,0.00109237,0.0005785387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005796216,"about_ca_system_score_gemma":0.0008860678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003888035,"about_ca_topic_score_gemma":0.004600609,"domain_scores_codex":[0.9994849,0.0001580107,0.00001548737,0.0001028802,0.00007369893,0.000164978],"domain_scores_gemma":[0.9988237,0.0005781464,0.0001483142,0.0002258207,0.00008158537,0.0001423788],"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":[0.000441961,0.0001292714,0.001378003,0.0001471546,0.00005752321,0.0002576235,0.0001474355,0.8813775,0.008701388,0.04580839,0.01671027,0.04484345],"study_design_scores_gemma":[0.00003970333,0.00009221058,0.000297336,0.00001948184,0.00001171463,0.0001023079,0.0002439278,0.9566337,0.002399699,0.03582344,0.004323992,0.00001257394],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2656605,0.0008702403,0.7044953,0.005553837,0.0007587664,0.0003941635,0.0007958085,0.001347727,0.02012374],"genre_scores_gemma":[0.8748375,0.0002800662,0.1199274,0.0003586275,0.0001116197,0.00008607388,0.0003877259,0.0001569587,0.003854139],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005490225,"threshold_uncertainty_score":0.01836658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01671383524661623,"score_gpt":0.2203276587570305,"score_spread":0.2036138235104143,"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."}}