{"id":"W2024925628","doi":"10.1109/mwc.2014.6845057","title":"Green radio communications in a heterogeneous wireless medium","year":2014,"lang":"en","type":"article","venue":"IEEE Wireless Communications","topic":"Advanced MIMO Systems Optimization","field":"Engineering","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science; Telecommunications link; Computer network; Base station; Wireless network; Telecommunications; Wireless; Radio resource management; Mobile telephony; Fading; Bandwidth (computing); Cellular network; Efficient energy use; Quality of service; Mobile radio; Electrical engineering; Channel (broadcasting); 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009434898,0.0003379161,0.0004656563,0.0003756321,0.0006898574,0.001566118,0.0005862134,0.0007742344,0.0009790064],"category_scores_gemma":[0.001140708,0.0001978063,0.0003155771,0.0005243449,0.001116063,0.001243052,0.001395674,0.0005120797,0.0002894623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007218362,"about_ca_system_score_gemma":0.000337957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001418273,"about_ca_topic_score_gemma":0.001856047,"domain_scores_codex":[0.9993545,0.0002279787,0.00001519276,0.0001012151,0.0001838448,0.0001171644],"domain_scores_gemma":[0.9992064,0.0004673987,0.00008889191,0.0001028337,0.00007786934,0.00005662214],"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":[0.0001932478,0.0001076254,0.00198751,0.00009697964,0.00008339051,0.002319493,0.0001861905,0.741241,0.04450713,0.1607738,0.001773545,0.04673],"study_design_scores_gemma":[0.00004352857,0.0001450337,0.0009148175,0.000023124,0.00004563399,0.0003912979,0.0001975764,0.9453989,0.005083255,0.04172127,0.005996348,0.00003915078],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1594394,0.00134906,0.8170809,0.0007817884,0.0001483236,0.00006124935,0.00007531579,0.0001733305,0.02089063],"genre_scores_gemma":[0.959716,0.0007068578,0.03610142,0.0001622525,0.00007771971,0.00003749137,0.0000208866,0.00001606033,0.003161353],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001566118,"threshold_uncertainty_score":0.005237341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02422508260033315,"score_gpt":0.2625001041345688,"score_spread":0.2382750215342357,"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."}}