{"id":"W1663848445","doi":"10.1109/twc.2015.2437878","title":"Joint Downlink and Uplink Aware Cell Association in HetNets With QoS Provisioning","year":2015,"lang":"en","type":"article","venue":"IEEE Transactions on Wireless Communications","topic":"Advanced MIMO Systems Optimization","field":"Engineering","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Telecommunications link; Computer science; Computer network; Quality of service; Base station; Provisioning; Fading; Cellular network; Interference (communication); Heterogeneous network; Wireless; Telecommunications; Wireless network; Channel (broadcasting)","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002253579,0.0001797501,0.0002165986,0.0002274546,0.0001784935,0.00005125986,0.0002159067,0.0001372862,0.000004033871],"category_scores_gemma":[0.000006534943,0.0001859536,0.0000288536,0.0004193152,0.00004088977,0.0003426954,0.000004531043,0.0004718056,0.0000205408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005051113,"about_ca_system_score_gemma":0.00005618324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007418774,"about_ca_topic_score_gemma":0.0006081191,"domain_scores_codex":[0.999006,0.0000899334,0.0003465824,0.000184551,0.0001582221,0.0002146756],"domain_scores_gemma":[0.998758,0.0001426586,0.00009387969,0.0007497545,0.0001447819,0.0001109177],"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":[0.0000112106,0.0001256593,0.000276132,0.00004051028,0.00002302708,9.774586e-7,0.001140373,0.9920415,0.0008730837,0.00004198537,0.00007398582,0.005351575],"study_design_scores_gemma":[0.00169338,0.000105032,0.0002382926,0.0002744551,0.000040593,0.000009927586,0.0009069779,0.9886413,0.007103351,0.00004790508,0.000515822,0.0004230187],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02765942,0.0002429711,0.9694494,0.0003569973,0.000194294,0.000545261,0.00002427331,0.0003735384,0.001153849],"genre_scores_gemma":[0.9853456,0.0004373103,0.01369257,0.00002184968,0.00001576468,0.0002252551,0.00002486014,0.0000512726,0.0001855429],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9576862,"threshold_uncertainty_score":0.7582968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02236603858789586,"score_gpt":0.2358044334703983,"score_spread":0.2134383948825025,"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."}}