{"id":"W2065713652","doi":"10.1002/wcm.1002","title":"Performance of MIMO cross‐layer MAC protocol based on antenna selection in <i>ad hoc</i> networks","year":2010,"lang":"en","type":"article","venue":"Wireless Communications and Mobile Computing","topic":"Cooperative Communication and Network Coding","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Computer science; Computer network; MIMO; Wireless ad hoc network; Throughput; Physical layer; Node (physics); Media access control; Space-division multiple access; Distributed computing; Wireless; Telecommunications; Telecommunications link; Channel (broadcasting)","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":[],"consensus_categories":[],"category_scores_codex":[0.0007858304,0.0001742058,0.000229785,0.0001834483,0.0005645971,0.0001416561,0.001569877,0.00009821277,0.00000573322],"category_scores_gemma":[0.00002082608,0.0001722749,0.00004820921,0.0008041983,0.00020094,0.0002397529,0.0008603086,0.0007179107,0.000002326346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003109746,"about_ca_system_score_gemma":0.00007889088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006924973,"about_ca_topic_score_gemma":0.0001118574,"domain_scores_codex":[0.998565,0.000239836,0.0004867533,0.0003081915,0.000141909,0.0002583424],"domain_scores_gemma":[0.9975784,0.0003930374,0.0002425084,0.001482046,0.0002357612,0.00006819252],"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":[0.00005564767,0.0006362966,0.05273996,0.00007005838,0.00001201709,5.66979e-7,0.0008915553,0.02677677,0.01771712,0.00656402,0.0000325411,0.8945035],"study_design_scores_gemma":[0.0006580313,0.0001704308,0.01697372,0.0001783926,0.000001820717,0.000004254671,0.00001286832,0.9757878,0.0005507849,0.000009036725,0.005477395,0.0001755343],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8902279,0.0003589165,0.09510341,0.0003924316,0.0001381362,0.01219252,0.000001594519,0.0002071125,0.001377968],"genre_scores_gemma":[0.9757458,0.0004588969,0.01935338,0.0001661279,0.0000208496,0.004217286,0.000005074551,0.00001397389,0.00001862529],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.949011,"threshold_uncertainty_score":0.7025165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02394984339784811,"score_gpt":0.3103236074222633,"score_spread":0.2863737640244152,"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."}}