{"id":"W2031321507","doi":"10.1109/tcomm.2015.2408601","title":"Uplink Decentralized Joint Bandwidth and Power Allocation for Energy-Efficient Operation in a Heterogeneous Wireless Medium","year":2015,"lang":"en","type":"article","venue":"IEEE Transactions on Communications","topic":"Advanced MIMO Systems Optimization","field":"Engineering","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Qatar National Research Fund","keywords":"Telecommunications link; Base station; Computer science; Computer network; Quality of service; Efficient energy use; Benchmark (surveying); Wireless; Bandwidth (computing); Multihoming; Distributed computing; Engineering; Telecommunications; Electrical engineering","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":[0.0001960468,0.0001620413,0.000185951,0.0002015058,0.0001551133,0.00004263118,0.0001943273,0.0001055257,0.000006202327],"category_scores_gemma":[0.000009352152,0.000180986,0.00004422582,0.0002217984,0.00005305645,0.0001479756,0.000003226253,0.0001384143,0.000005133144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002644668,"about_ca_system_score_gemma":0.0000506666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005629823,"about_ca_topic_score_gemma":0.0007208255,"domain_scores_codex":[0.999059,0.00007443444,0.0003923143,0.0001810917,0.0001020283,0.0001911284],"domain_scores_gemma":[0.9989408,0.00009570923,0.00004087485,0.000672187,0.0001356864,0.0001147799],"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":[0.00002036048,0.0001206234,0.000002012679,0.0000127642,0.00002056749,1.929027e-7,0.0008301464,0.9928371,0.003149289,0.0003929157,0.0000399427,0.002574031],"study_design_scores_gemma":[0.001129002,0.00005325822,0.00001001377,0.00004892351,0.00002073774,0.0000114273,0.0001651281,0.9793065,0.0184573,0.0001029702,0.0005081061,0.0001866236],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.009025801,0.0005286064,0.9887582,0.0004195111,0.000333183,0.0005673982,0.00002613928,0.0002042414,0.0001369272],"genre_scores_gemma":[0.9833441,0.0007074832,0.01510432,0.00004272995,0.000009501619,0.0006542606,0.00005338956,0.00004480752,0.00003943176],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9743183,"threshold_uncertainty_score":0.7380393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03228292804962463,"score_gpt":0.2585824660237203,"score_spread":0.2262995379740957,"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."}}