{"id":"W2941951647","doi":"10.1109/tim.2019.2910344","title":"Statistical Evaluation of the Behavior of 5-GHz Radio LAN Devices","year":2019,"lang":"en","type":"article","venue":"IEEE Transactions on Instrumentation and Measurement","topic":"Wireless Networks and Protocols","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Universal Software Radio Peripheral; Testbed; Computer science; Software-defined radio; Baseband; Wireless; Computer network; Bandwidth (computing); Telecommunications","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006403281,0.00006698115,0.00009641942,0.00004536999,0.00005794358,0.00002107697,0.0001360407,0.00002771612,0.00006970468],"category_scores_gemma":[0.000002008322,0.00004974262,0.00003461217,0.0001297595,0.0000306259,0.000130431,0.000001578346,0.00006150321,0.000002868854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005936641,"about_ca_system_score_gemma":0.00009322335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003717653,"about_ca_topic_score_gemma":0.00006154611,"domain_scores_codex":[0.9985954,0.0001451217,0.0002224299,0.000138035,0.000823668,0.00007534485],"domain_scores_gemma":[0.9994462,0.00002413044,0.000114306,0.0002002501,0.0001850486,0.00003003178],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00005354151,0.0004280434,0.008017758,0.0001093437,0.00007249646,1.264675e-7,0.000876791,0.01070947,0.01960034,0.003808344,0.00004656408,0.9562772],"study_design_scores_gemma":[0.006655253,0.001012783,0.3123348,0.0004914884,0.0003881328,0.00001022759,0.0004935233,0.1241632,0.5525985,0.0008154004,0.0006319011,0.0004047521],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4734712,0.00002102267,0.5212754,0.0001248776,0.0005661528,0.004207535,0.00001308053,0.00001510327,0.0003056079],"genre_scores_gemma":[0.9974757,0.000004992181,0.001746229,0.00004010674,0.000005380337,0.0007124037,5.825571e-7,0.000003163821,0.00001137266],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9558724,"threshold_uncertainty_score":0.2028445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05872807183606595,"score_gpt":0.2991696012858402,"score_spread":0.2404415294497743,"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."}}