{"id":"W4400727772","doi":"10.1109/iwcmc61514.2024.10592431","title":"Dynamic FlexEthernet Defragmentation Under Time-Varying Traffic in Multi-layer Multi-domain Networks","year":2024,"lang":"en","type":"article","venue":"","topic":"Smart Grid Security and Resilience","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Computer science; Layer (electronics); Computer network; Distributed computing; Real-time computing","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":[],"consensus_categories":[],"category_scores_codex":[0.0001593974,0.0001635739,0.0001293723,0.0001385696,0.00003848095,0.00007587996,0.0001024701,0.0001320907,0.0002074177],"category_scores_gemma":[0.000003562682,0.0001505359,0.00005310489,0.0003274781,0.00002962968,0.0001832482,0.00001987524,0.0002818828,0.0002918559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001450303,"about_ca_system_score_gemma":0.0000135924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002108151,"about_ca_topic_score_gemma":0.0005281067,"domain_scores_codex":[0.9991214,0.00003394186,0.0002168067,0.0002327876,0.00009573288,0.0002992975],"domain_scores_gemma":[0.9997426,0.00008285122,0.000008032184,0.0001037328,0.00000714523,0.00005562764],"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":[0.000003617561,0.00003265326,0.00004346866,0.00004961581,0.00002140646,0.00002381072,0.0007195268,0.9916379,0.003628835,0.00007065448,0.0002816,0.003486853],"study_design_scores_gemma":[0.0003919831,0.000009370528,0.001156558,0.00009371203,0.000006611989,0.00000798168,0.0002079907,0.9975449,0.0001550399,0.00003351114,0.0001903244,0.0002020361],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6512412,0.002709087,0.3439674,0.00007036873,0.0007306386,0.0002193569,0.000003291068,0.0006708448,0.0003878086],"genre_scores_gemma":[0.9919022,0.0001543354,0.007081109,0.00006647034,0.00003855045,0.00002175402,0.00002630079,0.00004270769,0.0006665435],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3406611,"threshold_uncertainty_score":0.6138674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01498509294045717,"score_gpt":0.2590096183596836,"score_spread":0.2440245254192264,"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."}}