{"id":"W2172049743","doi":"10.1002/wcm.1159","title":"Multichannel medium access control for ad hoc wireless networks","year":2011,"lang":"en","type":"article","venue":"Wireless Communications and Mobile Computing","topic":"Mobile Ad Hoc Networks","field":"Computer Science","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science; Computer network; Wireless ad hoc network; Multiple Access with Collision Avoidance for Wireless; Control channel; Interface (matter); Channel (broadcasting); Throughput; Transmission (telecommunications); Protocol (science); Synchronization (alternating current); Hidden node problem; Wireless network; Wireless; Network interface; Data transmission; Vehicular ad hoc network; Wi-Fi array; Telecommunications; Telecommunications link; Operating system","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008184388,0.0003246673,0.0004745933,0.0001227521,0.0009608619,0.000344463,0.004543667,0.0001828707,0.000005521342],"category_scores_gemma":[0.00002182713,0.0003271138,0.0001301976,0.0004426168,0.0002882585,0.0005848165,0.002564515,0.0004180414,0.00000405062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004836414,"about_ca_system_score_gemma":0.00007817544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005420841,"about_ca_topic_score_gemma":0.00007885248,"domain_scores_codex":[0.9976495,0.0002424857,0.0006336975,0.0006358531,0.0001816736,0.0006568101],"domain_scores_gemma":[0.9952063,0.001120566,0.0003783822,0.00272421,0.0003310125,0.0002395093],"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":[0.00003906881,0.000436372,0.001410475,0.00006570736,0.0001306557,0.000004009015,0.004303793,0.004316035,0.000128969,0.03655811,0.0004337425,0.9521731],"study_design_scores_gemma":[0.001194316,0.0001538662,0.001166269,0.0001171831,0.00003009281,0.00001532709,0.0001601493,0.9920056,0.00008269351,0.0005318101,0.004158558,0.0003841338],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02775975,0.005018553,0.9643027,0.0002561713,0.0004901388,0.001431236,0.000008264789,0.0003786771,0.0003545264],"genre_scores_gemma":[0.9478446,0.001742902,0.04910477,0.0004157425,0.0001236307,0.0006751461,0.00002158243,0.00004206482,0.00002954034],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9876896,"threshold_uncertainty_score":0.9999181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04181441175237899,"score_gpt":0.287475893324235,"score_spread":0.245661481571856,"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."}}