{"id":"W1978687936","doi":"10.1109/wons.2013.6578348","title":"Irregular repetition slotted ALOHA with multiuser detection","year":2013,"lang":"en","type":"article","venue":"","topic":"IoT Networks and Protocols","field":"Engineering","cited_by":73,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; University of Alberta","funders":"","keywords":"Aloha; Network packet; Computer science; Decoding methods; Collision; Multiuser detection; Random access; Interference (communication); Single antenna interference cancellation; Algorithm; Capture effect; Channel (broadcasting); Real-time computing; Throughput; Computer network; Code division multiple access; Telecommunications; Wireless","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":[0.00003442169,0.00007742447,0.00006019931,0.00002668302,0.00003159714,0.00003666051,0.00003347427,0.00005382677,0.0007009004],"category_scores_gemma":[0.000001577451,0.00005854368,0.00001623694,0.00009176259,0.00000834459,0.0001586634,0.000004707452,0.00007068456,0.0002901988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001931003,"about_ca_system_score_gemma":0.000001759779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006320503,"about_ca_topic_score_gemma":0.00006209497,"domain_scores_codex":[0.9996318,0.000008095868,0.0000796708,0.0000827333,0.00006556437,0.0001321204],"domain_scores_gemma":[0.9997827,0.000008845693,0.000009137479,0.0001316788,0.00003199994,0.00003566419],"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":[0.0001017681,0.0001101868,0.003097159,0.0003733399,0.0002713546,0.00002127221,0.0004437828,0.2475697,0.2439429,0.001477039,0.04932709,0.4532644],"study_design_scores_gemma":[0.001267263,0.0002264081,0.03028448,0.000103042,0.00001773234,0.00003063695,0.00005082159,0.7617918,0.137313,0.000594101,0.06773701,0.0005837677],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5896121,0.00005091792,0.3501076,0.0001364894,0.0004171721,0.01087796,0.00000108847,0.002353571,0.04644312],"genre_scores_gemma":[0.9945157,0.000002861803,0.002306799,0.00004972556,0.0001235784,0.002211489,0.000003653042,0.00002433753,0.0007619026],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.514222,"threshold_uncertainty_score":0.7674368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002272069932642886,"score_gpt":0.1442926390925278,"score_spread":0.1420205691598849,"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."}}