{"id":"W4388676663","doi":"10.1109/tnsm.2023.3332509","title":"Community Detection-Empowered Self-Adaptive Network Slicing in Multi-Tier Edge-Cloud System","year":2023,"lang":"en","type":"article","venue":"IEEE Transactions on Network and Service Management","topic":"Software-Defined Networks and 5G","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Computer science; Load balancing (electrical power); Distributed computing; Quality of service; Provisioning; Cloud computing; Computer network","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":[0.001010961,0.0003416666,0.0003570812,0.0002553171,0.001143425,0.0001852469,0.0006640274,0.0001475529,0.000004642313],"category_scores_gemma":[7.570605e-7,0.000350955,0.0000992018,0.00321897,0.00002298,0.0002546425,0.00005328339,0.000667975,0.00009211485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001805175,"about_ca_system_score_gemma":0.00001912714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005762185,"about_ca_topic_score_gemma":0.003274816,"domain_scores_codex":[0.9975125,0.0004333308,0.0004502793,0.0005371345,0.0002960497,0.0007707011],"domain_scores_gemma":[0.9985538,0.0002942271,0.0001121715,0.0008198095,0.00006722412,0.0001528162],"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":[0.00006544621,0.0001985008,0.000105141,0.0002162388,0.0002141428,0.00005291767,0.002039114,0.9350265,0.000001683589,0.001070841,0.0009745038,0.06003492],"study_design_scores_gemma":[0.001254994,0.0001563742,0.005310713,0.0004033098,0.00007041694,0.00001010231,0.001340437,0.9874356,0.00001369069,0.0002911226,0.003264199,0.0004490221],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01399199,0.0001124569,0.9791586,0.000368648,0.002989716,0.0007324719,0.000003109283,0.001494199,0.001148748],"genre_scores_gemma":[0.9847354,0.0004328618,0.01304478,0.00107135,0.0002303288,0.0002306052,0.000003767847,0.00004164049,0.0002093254],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9707434,"threshold_uncertainty_score":0.9998943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02561609308584151,"score_gpt":0.2308884233833242,"score_spread":0.2052723302974827,"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."}}