{"id":"W2122809019","doi":"10.1145/1577222.1577225","title":"Multiuser detection based MAC design for ad hoc networks","year":2007,"lang":"en","type":"article","venue":"","topic":"Wireless Communication Networks Research","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Computer science; Wireless ad hoc network; Code division multiple access; Computer network; Multiuser detection; Bandwidth (computing); Key (lock); Wireless; Electronic engineering; Telecommunications; Engineering; Computer security","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":[0.001891618,0.0001098709,0.0001043149,0.0001449251,0.000232875,0.0001495432,0.001254861,0.0001077164,0.00002102962],"category_scores_gemma":[0.0000720053,0.0001007515,0.00006639453,0.0005848756,0.00003814929,0.0002800708,0.0001994318,0.0001959467,0.00002576783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008467829,"about_ca_system_score_gemma":0.00005006265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006690268,"about_ca_topic_score_gemma":0.0001318868,"domain_scores_codex":[0.9986182,0.0001411142,0.0002283843,0.0002953546,0.0002504249,0.0004664892],"domain_scores_gemma":[0.9971939,0.001402993,0.00005947318,0.0009957303,0.0002163028,0.0001315637],"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":[0.00009024537,0.00007051708,0.00004929579,0.000005696486,0.00001060413,0.000001871863,0.00004703746,0.09270591,0.001009482,0.001776283,0.001840734,0.9023923],"study_design_scores_gemma":[0.0004843287,0.00009791076,0.0007646091,0.000006834663,0.000001463948,0.000001432641,0.000006710602,0.9738914,0.01006718,0.0001906097,0.01436029,0.0001272605],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0003792119,0.0003854838,0.997149,0.0005822315,0.0001850444,0.0005746189,1.980882e-7,0.0003035401,0.0004407007],"genre_scores_gemma":[0.5719,0.00004210919,0.4272277,0.0003159779,0.0000519554,0.00006758475,0.000001760568,0.00001187416,0.0003811317],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9022651,"threshold_uncertainty_score":0.4108525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05635559004997714,"score_gpt":0.3162116549795146,"score_spread":0.2598560649295374,"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."}}