{"id":"W2019161295","doi":"10.1109/tridentcom.2009.4976226","title":"Designing a high performance WLAN testbed for centralized control","year":2009,"lang":"en","type":"article","venue":"","topic":"Wireless Networks and Protocols","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Testbed; Jitter; Computer science; Computer network; Key (lock); Controller (irrigation); Wireless; Control (management); Wireless network; Distributed computing; Embedded system; Telecommunications; Computer security","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":[0.0002387826,0.0001071,0.0001611225,0.00002938721,0.0001272415,0.0001501599,0.0004604165,0.00004528596,0.00001369112],"category_scores_gemma":[0.00001213057,0.00008367052,0.00004639106,0.0001433631,0.000009532575,0.0002957045,0.00001680421,0.00005778701,0.00001169938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001553822,"about_ca_system_score_gemma":0.00003415512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005708876,"about_ca_topic_score_gemma":5.669262e-7,"domain_scores_codex":[0.9991186,0.00002861989,0.0001689633,0.0002263236,0.0001153163,0.0003421947],"domain_scores_gemma":[0.9994277,0.0001200703,0.00005580942,0.0002625213,0.00005416136,0.00007976264],"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":[0.0004109194,0.0002819198,0.004295351,0.00006514017,0.00005315899,0.00001348831,0.0003769134,0.006985571,0.01929125,0.4324639,0.01333694,0.5224255],"study_design_scores_gemma":[0.003296708,0.0006081139,0.005579922,0.00004249701,0.000005212432,0.00000550401,0.000002329231,0.9733297,0.00703873,0.005432687,0.004409954,0.0002486477],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.003244695,0.00001627709,0.9907153,0.001234399,0.00008402117,0.003818026,7.684994e-7,0.0002156845,0.0006707929],"genre_scores_gemma":[0.8385696,0.000002100993,0.1587237,0.001566298,0.0001088482,0.0007971787,0.000001057057,0.0000041137,0.0002271698],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9663441,"threshold_uncertainty_score":0.3411985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01468373963130286,"score_gpt":0.2451315517201493,"score_spread":0.2304478120888464,"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."}}