{"id":"W2047300650","doi":"10.1002/ett.1137","title":"Performance of collaborative codes in CSMA/CD environment","year":2006,"lang":"en","type":"article","venue":"European Transactions on Telecommunications","topic":"Energy Efficient Wireless Sensor Networks","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Carrier sense multiple access with collision avoidance; Computer science; Throughput; Network packet; Markov chain; Computer network; Channel (broadcasting); Distributed coordination function; Access control; Channel access method; Protocol (science); Collision; Scheme (mathematics); Wireless; Computer security; Mathematics; IEEE 802.11; 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":[0.002408545,0.0006145255,0.0005936125,0.0006779543,0.0007042932,0.0009464893,0.0008183779,0.001206224,0.0008895065],"category_scores_gemma":[0.01039351,0.000236075,0.0002711177,0.0005892077,0.000952651,0.0008641297,0.001123943,0.0006010649,0.0001959194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009435599,"about_ca_system_score_gemma":0.001169852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006090694,"about_ca_topic_score_gemma":0.002377394,"domain_scores_codex":[0.9977457,0.0005587864,0.00007150715,0.0002800604,0.0008822039,0.00046179],"domain_scores_gemma":[0.9869736,0.007159817,0.00110317,0.001488861,0.002711554,0.0005629591],"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":[0.002847017,0.0004236655,0.006661578,0.0001497254,0.0001715105,0.000317966,0.0002887151,0.8629719,0.04761642,0.01578871,0.001027011,0.06173581],"study_design_scores_gemma":[0.00005293471,0.0003998588,0.0006465936,0.000005520401,0.00002566144,0.0001032798,0.00003056313,0.9782218,0.01842532,0.001793453,0.0002703067,0.00002464822],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8245581,0.0004854313,0.1704556,0.0001458134,0.00009670758,0.00005121212,0.00004410288,0.0006716353,0.003491455],"genre_scores_gemma":[0.9928934,0.0000324199,0.00654634,0.0000154375,0.00000661616,0.00001200381,0.00001421383,0.000008269436,0.0004711648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006090694,"threshold_uncertainty_score":0.01273775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007750151187723384,"score_gpt":0.1959455362840515,"score_spread":0.1881953850963281,"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."}}