{"id":"W1970630387","doi":"10.1049/iet-com.2012.0603","title":"Joint beamforming design and base‐station assignment in a coordinated multicell system","year":2013,"lang":"en","type":"article","venue":"IET Communications","topic":"Advanced MIMO Systems Optimization","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Beamforming; Base station; Computer science; Telecommunications link; Relaxation (psychology); Mathematical optimization; Transmitter power output; Interference (communication); Heuristic; Telecommunications; Mathematics; Transmitter","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":[0.0002121872,0.0001058256,0.0001335446,0.0001246946,0.00009518456,0.00004377465,0.0001677469,0.00005430704,0.000007743864],"category_scores_gemma":[0.00003429853,0.000115958,0.00001369103,0.0002070147,0.00002904087,0.0003347285,0.00006186606,0.0001271633,0.00004123509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000251398,"about_ca_system_score_gemma":0.000009972649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001482928,"about_ca_topic_score_gemma":0.00003298916,"domain_scores_codex":[0.9992635,0.000115089,0.0003234287,0.0001003221,0.00005269631,0.0001450272],"domain_scores_gemma":[0.9990581,0.0001710352,0.00005951331,0.0005933869,0.00006829297,0.0000497335],"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":[0.000001073714,0.00002704256,0.00009521515,0.00008795407,0.00001237982,3.795055e-7,0.0009054965,0.9817463,0.01398966,0.0008073158,0.0001445726,0.002182678],"study_design_scores_gemma":[0.0003111139,0.00001045894,0.0002215951,0.0001486811,0.000007493977,0.000003148401,0.001126655,0.9966247,0.001240064,0.00005342143,0.0001321557,0.0001204966],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.003941377,0.0004632966,0.9929388,0.0001196319,0.00005160313,0.0009490135,0.000004182338,0.0002811167,0.001251024],"genre_scores_gemma":[0.8143981,0.0001028724,0.1849708,0.000007834424,0.000004669081,0.0004247803,0.00003258332,0.00002303102,0.00003534641],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8104568,"threshold_uncertainty_score":0.472863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02813802325236919,"score_gpt":0.228822275216804,"score_spread":0.2006842519644348,"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."}}