{"id":"W2119910218","doi":"10.1109/glocom.2007.855","title":"Reduced Complexity Distributed Base Station Processing in the Uplink of Cellular Networks","year":2007,"lang":"en","type":"article","venue":"","topic":"Error Correcting Code Techniques","field":"Computer Science","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Base station; Computer science; Telecommunications link; Belief propagation; Computational complexity theory; Message passing; Multiuser detection; Distributed algorithm; Communication complexity; Cellular network; Algorithm; Distributed computing; Computer network; Decoding methods; Code division multiple access","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":[0.001775872,0.00008272795,0.0001051477,0.00007816358,0.00006857643,0.00005147108,0.0006347344,0.0000480899,0.000003222089],"category_scores_gemma":[0.00007312188,0.00006143768,0.00002740254,0.0008132252,0.0000507151,0.0002132075,0.00008857847,0.0001772658,6.878698e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004176939,"about_ca_system_score_gemma":0.00003514058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002008658,"about_ca_topic_score_gemma":0.0001522265,"domain_scores_codex":[0.9990137,0.0000791516,0.0003000532,0.0002000209,0.0001955651,0.0002115062],"domain_scores_gemma":[0.9992208,0.0001401393,0.0001408456,0.0003635018,0.0001086871,0.00002605353],"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":[0.0001298262,0.001279029,0.02207907,0.0002321678,0.00001661276,0.0001514339,0.01745664,0.006591125,0.1067128,0.1844336,0.00409329,0.6568244],"study_design_scores_gemma":[0.0001539685,0.00006095894,0.01770805,0.00005061835,0.000003043076,0.00000600767,0.0002492523,0.9194879,0.05547835,0.006623205,0.0000393432,0.0001393307],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08867457,0.00003475147,0.909761,0.0003063507,0.00006169252,0.00017491,5.59642e-7,0.0002139187,0.0007722286],"genre_scores_gemma":[0.8828551,8.093489e-7,0.1169963,0.0001058105,0.00001751584,0.000003847204,0.00001085628,0.000003805234,0.000006008833],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9128968,"threshold_uncertainty_score":0.2505356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04323867279825794,"score_gpt":0.2967678626220748,"score_spread":0.2535291898238169,"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."}}