{"id":"W2049763812","doi":"10.1145/1551950.1551962","title":"Theoretic perspective of a wireless media access control scheme for small contention window sizes","year":2009,"lang":"en","type":"article","venue":"","topic":"Wireless Networks and Protocols","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Computer science; Computer network; Channel (broadcasting); Random access; Throughput; Transmission (telecommunications); Queue; Idle; Network packet; Wireless; Media access control; Real-time computing; 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":[0.001110037,0.0009017435,0.0007378223,0.0009992827,0.001010084,0.002759376,0.001667762,0.001721631,0.002555641],"category_scores_gemma":[0.002301841,0.0003992331,0.000796881,0.000923412,0.002313575,0.003324646,0.001277665,0.002289682,0.0005483697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001874444,"about_ca_system_score_gemma":0.001337545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001733422,"about_ca_topic_score_gemma":0.0009463775,"domain_scores_codex":[0.9986988,0.0003607935,0.00006297278,0.0001845254,0.0005867982,0.0001060114],"domain_scores_gemma":[0.9989968,0.0004575012,0.0001435244,0.0001585314,0.0001931649,0.00005053277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002675248,0.00002847382,0.0001687292,0.0001037089,0.00002076192,0.000133932,0.0001127441,0.03386812,0.003470913,0.9523545,0.001040701,0.00867064],"study_design_scores_gemma":[0.00005251791,0.0001953733,0.0003030483,0.00008272666,0.000057863,0.0004461767,0.00008584576,0.6368028,0.002376547,0.3400347,0.01950827,0.00005411963],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.008216267,0.002130349,0.960656,0.001589999,0.0002943832,0.0001178857,0.00006441338,0.0001051188,0.02682565],"genre_scores_gemma":[0.654628,0.006149566,0.3210978,0.0007530748,0.001593593,0.0007888182,0.0001110207,0.0000625653,0.01481554],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002759376,"threshold_uncertainty_score":0.01360011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02815636748236176,"score_gpt":0.2933799174970205,"score_spread":0.2652235500146587,"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."}}