{"id":"W4408791095","doi":"10.1109/mnet.2025.3554393","title":"Integrating Terrestrial and Non-Terrestrial Networks for Sustainable 6G Operations: A Latency-Aware Multitier Cell-Switching Approach","year":2025,"lang":"en","type":"article","venue":"IEEE Network","topic":"Advanced MIMO Systems Optimization","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Computer science; Latency (audio); Computer network; Telecommunications","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":[0.0003017086,0.000273888,0.000335982,0.0001005185,0.0003761521,0.0002250324,0.0001505893,0.0002291233,0.000001127268],"category_scores_gemma":[0.00004624124,0.0002768166,0.00007138371,0.0003263599,0.00002179251,0.0003840245,0.00003922542,0.0003097604,9.062998e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001354378,"about_ca_system_score_gemma":0.00005894612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009921196,"about_ca_topic_score_gemma":0.0000601211,"domain_scores_codex":[0.9985191,0.00004789883,0.0004719393,0.0003308442,0.00007589912,0.0005543573],"domain_scores_gemma":[0.9994078,0.0001865485,0.0000551909,0.0002341636,0.0000467331,0.00006957352],"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":[0.00006518376,0.00001374976,0.00007235249,0.0001093741,0.00003577171,0.000002799911,0.0001822756,0.9908938,0.00005680148,0.00009916034,0.0068758,0.001592978],"study_design_scores_gemma":[0.001624717,0.00003172351,0.000009972407,0.0001749902,0.00004097301,0.000001894685,0.0004699276,0.9954681,0.00005898016,0.0002539618,0.001609,0.0002557611],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.004812841,0.0007480469,0.9856286,0.0000111229,0.004374211,0.001553154,0.000002544868,0.00024628,0.002623201],"genre_scores_gemma":[0.9605798,0.0000775098,0.03205408,0.00003934451,0.005715176,0.0005463407,0.00007970908,0.00007428646,0.0008338319],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9557669,"threshold_uncertainty_score":0.9999684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007700964106338157,"score_gpt":0.2302154601375894,"score_spread":0.2225144960312512,"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."}}