{"id":"W2131575634","doi":"10.1109/vetec.1998.686523","title":"Low computational complexity multiuser detection using multibeam antennas","year":2002,"lang":"en","type":"article","venue":"","topic":"Wireless Communication Networks Research","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Decorrelation; Computational complexity theory; Detector; Multiuser detection; Computer science; Algorithm; 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":[],"consensus_categories":[],"category_scores_codex":[0.000249888,0.0001250623,0.0001320404,0.0001569503,0.0003687461,0.0002175028,0.00109472,0.00006293596,0.0001959204],"category_scores_gemma":[0.00004153299,0.0001213593,0.00006072098,0.0006459994,0.0001376631,0.0006273857,0.0005196721,0.0002482173,0.0002496073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001075709,"about_ca_system_score_gemma":0.00001792144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001208597,"about_ca_topic_score_gemma":0.00008363937,"domain_scores_codex":[0.9984516,0.0001962643,0.0002557771,0.0003261271,0.0004510208,0.0003192136],"domain_scores_gemma":[0.9985549,0.0002239719,0.00007580804,0.0007566414,0.0002681294,0.0001205111],"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":[0.00002107406,0.001531995,0.002969887,0.00005259706,0.0001021723,0.00002569093,0.001880205,0.5431345,0.01478419,0.03825356,0.001541028,0.3957031],"study_design_scores_gemma":[0.0003456669,0.00001997118,0.004643676,0.00001170518,9.886495e-7,0.00002105789,0.00001280145,0.9924493,0.001237844,0.000791184,0.0003196898,0.0001460583],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07427363,0.00005714926,0.9234531,0.0005385614,0.0001219971,0.0001780696,9.88584e-7,0.0002918861,0.001084638],"genre_scores_gemma":[0.7820144,0.00001147208,0.2175385,0.0001758718,0.00003746823,0.000006582715,0.000002154617,0.000008857732,0.0002047476],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7077407,"threshold_uncertainty_score":0.4948887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1328115045353339,"score_gpt":0.3184594143970815,"score_spread":0.1856479098617475,"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."}}