{"id":"W4401387233","doi":"10.1109/tsc.2024.3440028","title":"Adaptive Network Management Service Based on Control Relation Graph for Software-Defined LEO Satellite Networks in 6G","year":2024,"lang":"en","type":"article","venue":"IEEE Transactions on Services Computing","topic":"Satellite Communication Systems","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"National Natural Science Foundation of China","keywords":"Computer science; Relation (database); Computer network; Graph; Software; Software-defined networking; Distributed computing; Theoretical computer science; Data mining; Programming language","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":[0.0007181762,0.0004500171,0.0004557405,0.0006078282,0.000705497,0.001253429,0.00105023,0.0006968171,0.003005019],"category_scores_gemma":[0.001544236,0.0001714033,0.0005341835,0.0006812032,0.0005384609,0.001408498,0.0009173755,0.0007244708,0.0003385262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001489689,"about_ca_system_score_gemma":0.001516549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01592698,"about_ca_topic_score_gemma":0.01919485,"domain_scores_codex":[0.9993061,0.0001845037,0.00003890349,0.0001535491,0.0001996908,0.0001172689],"domain_scores_gemma":[0.9995654,0.0001672573,0.00005348328,0.00006957059,0.0000950521,0.00004916662],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004683895,0.0002931725,0.002408131,0.0002302749,0.00006535818,0.001141701,0.0005055643,0.4298281,0.01912127,0.326245,0.02467635,0.1950167],"study_design_scores_gemma":[0.00001515263,0.000022623,0.0001644614,0.000005591747,0.00001125113,0.00004493615,0.00003568631,0.9822423,0.001058892,0.01321797,0.003172233,0.000008855292],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04117637,0.0003708336,0.9435264,0.001266165,0.0001356239,0.000290886,0.0002261024,0.002934712,0.01007298],"genre_scores_gemma":[0.8505098,0.000374362,0.1417371,0.000338867,0.000090024,0.0001984564,0.0006128723,0.00008470282,0.006053796],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01592698,"threshold_uncertainty_score":0.03166854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01522042072502382,"score_gpt":0.2271222429512799,"score_spread":0.211901822226256,"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."}}