{"id":"W2548369657","doi":"10.1007/978-3-319-32721-1","title":"Wireless Traffic Steering For Green Cellular Networks","year":2016,"lang":"en","type":"book","venue":"","topic":"Advanced MIMO Systems Optimization","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Wireless; Computer science; Computer network; Wireless network; Telecommunications","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":[0.00007780913,0.0003711699,0.0004261733,0.0001051712,0.00004097707,0.00002018054,0.0001978628,0.0004785441,0.0000620307],"category_scores_gemma":[0.000002935579,0.0003368759,0.0001340614,0.00003812806,0.00001763829,0.0001199941,0.00002383103,0.000165045,0.00004229935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003216249,"about_ca_system_score_gemma":0.00003119518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":9.042148e-7,"about_ca_topic_score_gemma":0.000016003,"domain_scores_codex":[0.9988925,0.000005983567,0.0003696096,0.0002816284,0.00009731303,0.0003529634],"domain_scores_gemma":[0.9993526,0.00008854749,0.0000748107,0.0003415143,0.00006247465,0.00008005139],"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":[0.000003589062,0.000001742568,1.135933e-7,0.0004017697,0.00007087365,0.000002659752,0.00001974073,0.9601158,0.0001172149,0.001103869,0.01433384,0.02382874],"study_design_scores_gemma":[0.0003911125,0.00002062781,5.936204e-8,0.0004577429,0.00004217145,0.000002773829,0.00000421502,0.8181359,0.0001613929,0.000136912,0.1800638,0.0005833686],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.000004874595,0.0008905491,0.8577526,0.000004637775,0.00093313,0.0007176363,0.00003001065,0.0009279844,0.1387386],"genre_scores_gemma":[0.002365984,0.0001512742,0.003708286,0.000008437478,0.001588169,0.0001528913,0.0001974061,0.0003850336,0.9914425],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8540443,"threshold_uncertainty_score":0.9999083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007737913074931066,"score_gpt":0.1873385015050773,"score_spread":0.1796005884301463,"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."}}