{"id":"W1907013622","doi":"10.1002/wcm.2573","title":"Performance analysis of hexagonal cellular networks in fading channels","year":2015,"lang":"en","type":"article","venue":"Wireless Communications and Mobile Computing","topic":"Advanced MIMO Systems Optimization","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Fading; Computer science; Hexagonal crystal system; Computer network; Channel (broadcasting); Telecommunications; Topology (electrical circuits); Electrical engineering; Chemistry","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":[0.000279534,0.0000885638,0.0002414855,0.0002420389,0.00006302761,0.00001458684,0.0002282571,0.00004819164,9.415098e-7],"category_scores_gemma":[0.000005314301,0.0001012036,0.00002904679,0.0008081837,0.00004517588,0.0001022163,0.0001480175,0.0001249076,3.785958e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005161794,"about_ca_system_score_gemma":0.000008915244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002659862,"about_ca_topic_score_gemma":0.00001836414,"domain_scores_codex":[0.9993467,0.00004309422,0.0003205744,0.00009725584,0.00005527012,0.0001371011],"domain_scores_gemma":[0.9992654,0.0000892904,0.00007410671,0.000456409,0.00006841805,0.00004641179],"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":[9.402659e-7,0.00001380019,0.009065693,0.00001977149,0.00004672356,1.400226e-7,0.001226326,0.9753469,0.0002177134,0.000099636,0.000002181355,0.0139602],"study_design_scores_gemma":[0.0001500366,0.00001241886,0.0005947437,0.00007129956,0.00003428661,8.12171e-7,0.0003919563,0.9984367,0.0001159819,0.00000296441,0.00009387816,0.00009489386],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6811973,0.001973931,0.3162553,0.000003023418,0.00006095098,0.0001145763,0.000001378433,0.00005407298,0.0003394952],"genre_scores_gemma":[0.9942992,0.0005420686,0.005052309,0.000002785631,0.00001781034,0.00002128274,0.00004456477,0.00001442772,0.000005506206],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3131019,"threshold_uncertainty_score":0.4126965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02096215931293486,"score_gpt":0.2451942623310299,"score_spread":0.224232103018095,"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."}}