{"id":"W2116384349","doi":"10.1109/glocom.2009.5426245","title":"A Distributed Contention Resolution Algorithm in Multi-Packet Reception ALOHA Systems","year":2009,"lang":"en","type":"article","venue":"","topic":"Wireless Networks and Protocols","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Aloha; Retransmission; Network packet; Computer science; Throughput; Collision; Algorithm; Real-time computing; Base station; Construct (python library); Computer network; Wireless; Telecommunications","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00160383,0.0005074745,0.0008456833,0.0006361979,0.0008736728,0.0009868254,0.002316446,0.0007675995,0.001006625],"category_scores_gemma":[0.00330506,0.0002966212,0.0003583996,0.0006323357,0.0006566068,0.001552618,0.00118314,0.001165614,0.0004273266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005829514,"about_ca_system_score_gemma":0.0008670593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008095333,"about_ca_topic_score_gemma":0.0007616469,"domain_scores_codex":[0.9987873,0.0003889925,0.00006306797,0.0002254135,0.0004453222,0.00008983621],"domain_scores_gemma":[0.9984422,0.000651778,0.0001663454,0.0002674108,0.0003969353,0.0000752401],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005269955,0.0002356524,0.001198551,0.0002146025,0.0001444453,0.0002955102,0.0004111775,0.4636615,0.03053131,0.04685308,0.002580322,0.4533468],"study_design_scores_gemma":[0.00007645499,0.0001225223,0.0001284332,0.00001043022,0.00002121749,0.0001448743,0.00003071093,0.9865192,0.005326902,0.005068983,0.002527228,0.00002302798],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.007914865,0.0003293398,0.9906924,0.00008010989,0.00006324711,0.00004331243,0.000007834342,0.0002426468,0.0006262825],"genre_scores_gemma":[0.4425566,0.0003255611,0.5543559,0.0001449319,0.0001082513,0.00017674,0.00005310824,0.00005654313,0.002222209],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002316446,"threshold_uncertainty_score":0.00848192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.038628093565121,"score_gpt":0.2864066846762318,"score_spread":0.2477785911111108,"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."}}