{"id":"W4393003732","doi":"10.3390/app14062589","title":"Optimized Two-Tier Caching with Hybrid Millimeter-Wave and Microwave Communications for 6G Networks","year":2024,"lang":"en","type":"article","venue":"Applied Sciences","topic":"Caching and Content Delivery","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"Multimedia University","keywords":"Computer science; Backhaul (telecommunications); Cache; Computer network; Base station; Exploit; Data transmission","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":[0.0007230726,0.000134982,0.0001517413,0.0001155962,0.000655897,0.0008839176,0.0008352732,0.00002244416,0.000001025891],"category_scores_gemma":[0.000007468654,0.00009972808,0.00004601185,0.0003537871,0.0003743914,0.0003221752,0.0003369874,0.0001578932,0.000003392685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001910316,"about_ca_system_score_gemma":0.00007220945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004916763,"about_ca_topic_score_gemma":0.00001988183,"domain_scores_codex":[0.9988548,0.00003458827,0.0001555702,0.0004889481,0.0001761658,0.0002899127],"domain_scores_gemma":[0.9988775,0.0004852906,0.00004454596,0.0004887953,0.00003026534,0.00007362762],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00009049546,0.0001369109,0.0001340996,0.00008496595,0.0002524737,0.00004018789,0.004842612,0.04461489,0.02381912,0.4828621,0.003373814,0.4397483],"study_design_scores_gemma":[0.0003295825,0.00007705308,0.00001206867,0.00004878394,0.00002173261,0.0000518147,0.0001378372,0.9942746,0.000667362,0.002871705,0.001306513,0.000200974],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02467854,0.002481818,0.9673459,0.001241548,0.0002129955,0.0003007786,0.000004215332,0.0001798635,0.003554349],"genre_scores_gemma":[0.8619959,0.00006258037,0.1373433,0.0003971093,0.00004492705,0.00006126804,0.000003749646,0.000006963407,0.0000841822],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9496597,"threshold_uncertainty_score":0.8523638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03658015602521632,"score_gpt":0.2563270457599049,"score_spread":0.2197468897346886,"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."}}