{"id":"W1934351058","doi":"10.1109/glocom.2001.965538","title":"New results on low complexity detectors for over-saturated CDMA systems","year":2002,"lang":"en","type":"article","venue":"","topic":"Wireless Communication Networks Research","field":"Computer Science","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Multiuser detection; Single antenna interference cancellation; Code division multiple access; Computer science; Maximization; Detector; Algorithm; Sequence (biology); Interference (communication); Realization (probability); Gaussian; Channel (broadcasting); Bit error rate; Detection theory; Mathematical optimization; Mathematics; Decoding methods; Telecommunications; Statistics","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":[0.0003781012,0.0001485951,0.0001844793,0.0001225067,0.0002203547,0.0003919659,0.001996993,0.00009043648,0.00005370682],"category_scores_gemma":[0.0001454107,0.0001244826,0.00006704628,0.0006637217,0.00004641573,0.0002759476,0.0003219291,0.0002298119,0.0001897233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001090791,"about_ca_system_score_gemma":0.00004055875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003515849,"about_ca_topic_score_gemma":0.00008144121,"domain_scores_codex":[0.9982151,0.0001859434,0.0003358792,0.0004116994,0.0004407666,0.0004106596],"domain_scores_gemma":[0.9970979,0.0007478187,0.0001028129,0.001676267,0.0001639187,0.0002112869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001754315,0.0002758989,0.00006836566,0.00007288867,0.00005521431,0.00000762713,0.0006538802,0.01245847,0.0008088698,0.2817607,0.5702016,0.133461],"study_design_scores_gemma":[0.0009812162,0.0001523117,0.0009549152,0.00004504879,0.000001053391,0.000002721558,0.000008877822,0.9797916,0.0007796901,0.000356507,0.01675234,0.0001737044],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0152127,0.0004209731,0.9460602,0.005834592,0.0009301616,0.00159288,0.00002290494,0.001019232,0.02890632],"genre_scores_gemma":[0.967079,0.00003543303,0.02464348,0.0001790602,0.0001365532,0.00003725191,0.00001017675,0.00001473214,0.007864305],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9673331,"threshold_uncertainty_score":0.5076255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1129306991153001,"score_gpt":0.3094083402772326,"score_spread":0.1964776411619324,"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."}}