{"id":"W2036282249","doi":"10.1002/ett.1269","title":"Two‐stage detection of partitioned random CDMA","year":2008,"lang":"en","type":"article","venue":"European Transactions on Telecommunications","topic":"Wireless Communication Networks Research","field":"Computer Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Code division multiple access; Asynchronous communication; Multiuser detection; Computer science; Transmission (telecommunications); Single antenna interference cancellation; Algorithm; Interference (communication); Maximum a posteriori estimation; Decoding methods; Electronic engineering; Mathematics; Telecommunications; Channel (broadcasting); Statistics; Maximum likelihood; Engineering","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":[0.0007312153,0.0001736807,0.0002180295,0.0003818771,0.001181354,0.00005843336,0.00264246,0.00004109923,0.000105012],"category_scores_gemma":[0.00005143637,0.0001858048,0.000179265,0.001254421,0.0002844151,0.0004965713,0.00008072122,0.0006118767,0.000336838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007483035,"about_ca_system_score_gemma":0.00008711443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000610566,"about_ca_topic_score_gemma":0.00009800948,"domain_scores_codex":[0.9968973,0.001574037,0.0005752732,0.0003059832,0.0003617711,0.0002856286],"domain_scores_gemma":[0.9951452,0.000646095,0.0002109879,0.003589019,0.0002736276,0.0001350814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004288828,0.007254104,0.0003392788,0.00009203731,0.0006617915,0.00004742874,0.01054552,0.326476,0.07755853,0.0442431,0.001138841,0.5312145],"study_design_scores_gemma":[0.01837423,0.001475649,0.03246489,0.0003439808,0.0001173283,0.0004279847,0.000760485,0.5340192,0.2897311,0.00131516,0.1183553,0.002614798],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.008223481,0.0002189955,0.9633368,0.001060499,0.00009098124,0.0003241404,0.00001223826,0.0003836733,0.02634915],"genre_scores_gemma":[0.9659289,0.00154128,0.03113154,0.0001052652,0.00001950562,0.00007754783,0.00001291746,0.00003250035,0.001150606],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9577054,"threshold_uncertainty_score":0.9086139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04235289316292023,"score_gpt":0.2772319239691823,"score_spread":0.234879030806262,"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."}}