{"id":"W2254705619","doi":"10.1017/cbo9781139084284","title":"Green Radio Communication Networks","year":2012,"lang":"en","type":"book","venue":"Cambridge University Press eBooks","topic":"Advanced MIMO Systems Optimization","field":"Engineering","cited_by":86,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Standardization; Software deployment; Wireless; Wireless network; Telecommunications; Base station; Efficient energy use; Engineering; Key (lock); Computer science; Radio resource management; Computer network; Electrical engineering; Computer security; Software 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00008862006,0.0003382283,0.0003602173,0.0001378154,0.0001298989,0.00002386959,0.0005464538,0.0004983857,0.000002285452],"category_scores_gemma":[0.000003009255,0.0004605824,0.0001149727,0.0000188293,0.00009409478,0.0002109574,0.0001907016,0.0005608298,0.00001611322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007410367,"about_ca_system_score_gemma":0.00004096595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005855267,"about_ca_topic_score_gemma":0.00000345263,"domain_scores_codex":[0.9990744,0.0000646671,0.0002008546,0.0002170936,0.0001217976,0.0003211935],"domain_scores_gemma":[0.9987033,0.00006292604,0.0001374288,0.0008539102,0.00009322196,0.0001492311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004076614,0.00001441844,0.000006535389,0.0006278224,0.0004725307,0.00004631124,0.0002329753,0.1697836,0.00002740625,0.222894,0.6010008,0.004852886],"study_design_scores_gemma":[0.0003400107,0.000007334403,0.000005596456,0.0002022178,0.0001620569,0.00001210946,0.00001461425,0.0365129,0.0000290086,0.000001370879,0.962226,0.0004868248],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000002996967,0.00199515,0.1519537,0.000001463387,0.0003393391,0.0004082976,0.00006786127,0.0006201468,0.844611],"genre_scores_gemma":[0.001003393,0.0004711364,0.0008517291,0.000008679271,0.0003038897,0.000002453384,0.0004395291,0.0001182497,0.996801],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3612251,"threshold_uncertainty_score":0.9997846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01227351789745882,"score_gpt":0.1776862608489765,"score_spread":0.1654127429515176,"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."}}