{"id":"W4327808488","doi":"10.1109/tmc.2023.3258750","title":"Optimal Random Access Strategies for Trigger-Based Multiple-Packet Reception Channels","year":2023,"lang":"en","type":"article","venue":"IEEE Transactions on Mobile Computing","topic":"Wireless Communication Security Techniques","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Notation; Network packet; Channel (broadcasting); Computer science; Algorithm; Discrete mathematics; Mathematics; Arithmetic; Computer network","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":[0.001989214,0.001603017,0.001029608,0.0009574745,0.0005598413,0.001776232,0.002413643,0.001123126,0.002573224],"category_scores_gemma":[0.009416894,0.0005952698,0.0006340137,0.0008978337,0.001386303,0.00168054,0.00153743,0.001152604,0.0005880244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001417093,"about_ca_system_score_gemma":0.001863681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001766878,"about_ca_topic_score_gemma":0.001758931,"domain_scores_codex":[0.9979789,0.00070473,0.00008118022,0.0003156735,0.0004305776,0.0004890371],"domain_scores_gemma":[0.9932479,0.00449435,0.001011,0.0003225164,0.0005907816,0.0003333351],"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":[0.0004538218,0.00016399,0.0007977749,0.0002026803,0.000100306,0.0003880831,0.0002377351,0.8066922,0.01573591,0.1463043,0.001683934,0.02723927],"study_design_scores_gemma":[0.00003594567,0.0001093147,0.0001068036,0.00001427719,0.00002253747,0.00008133559,0.00003905291,0.9826425,0.001632064,0.01474834,0.0005463111,0.0000214686],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.04944164,0.0005615794,0.9425585,0.0002503121,0.00005978332,0.0001676059,0.00009862789,0.0003193079,0.006542658],"genre_scores_gemma":[0.9420052,0.0004938483,0.05338769,0.0001620582,0.00007317574,0.0002536998,0.0000708256,0.00008834266,0.003465106],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.002573224,"threshold_uncertainty_score":0.0105201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04334691770578537,"score_gpt":0.3160208904025061,"score_spread":0.2726739726967208,"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."}}