{"id":"W3004172495","doi":"10.1109/tcomm.2020.2970986","title":"Joint Long-Term Cache Updating and Short-Term Content Delivery in Cloud-Based Small Cell Networks","year":2020,"lang":"en","type":"article","venue":"IEEE Transactions on Communications","topic":"Caching and Content Delivery","field":"Computer Science","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science; Cache; Computer network; Cloud computing; Small cell; Quality of service; Distributed computing; Radio access network; Base station; Multicast; Mobile station","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":[0.0002261179,0.0002048782,0.0002354154,0.000141556,0.0004245184,0.0001804978,0.00118921,0.00009516134,0.00000760542],"category_scores_gemma":[0.000006032654,0.0002212159,0.0001327752,0.0003799667,0.0001021111,0.0002305903,0.00003734121,0.0007308678,0.00001385584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008239306,"about_ca_system_score_gemma":0.00007607012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002045956,"about_ca_topic_score_gemma":0.0007741577,"domain_scores_codex":[0.9984896,0.0002662342,0.0004293025,0.0003928051,0.0001491618,0.0002728718],"domain_scores_gemma":[0.9979576,0.000317175,0.0000829227,0.001371796,0.00008553266,0.0001849339],"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":[0.0003526386,0.006002771,0.03894821,0.0003905249,0.0004410702,0.0001892435,0.01140366,0.4799195,0.07333606,0.003833966,0.0004935731,0.3846888],"study_design_scores_gemma":[0.001030084,0.0001829881,0.007974422,0.000163679,0.00005533903,0.00001138727,0.000221447,0.9869528,0.002927752,0.00001329925,0.00004442508,0.0004223632],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2012946,0.0005339595,0.7941131,0.003114775,0.0001863776,0.0002819763,0.00001179587,0.0001872681,0.000276102],"genre_scores_gemma":[0.994252,0.0005208504,0.003770857,0.001288825,0.00002670918,0.00007732945,0.0000128464,0.00001832612,0.00003220951],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7929574,"threshold_uncertainty_score":0.9020921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1054357423477379,"score_gpt":0.2522205997933782,"score_spread":0.1467848574456403,"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."}}