{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002205418,0.0002773294,0.0002860937,0.000916787,0.0002452149,0.000486286,0.0006061672,0.0003984082,0.0008737539],"category_scores_gemma":[0.01175945,0.0001290306,0.0001957083,0.0007573355,0.0004729579,0.0006175598,0.0004384184,0.0003531508,0.0003357054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004677848,"about_ca_system_score_gemma":0.0002862274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006958817,"about_ca_topic_score_gemma":0.0008033213,"domain_scores_codex":[0.9977129,0.0005871991,0.0001655273,0.0003740788,0.0008838068,0.0002764592],"domain_scores_gemma":[0.988789,0.00635086,0.001637426,0.001460011,0.001500973,0.0002617419],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001338467,0.000830969,0.4312876,0.0004914771,0.0003492661,0.001233321,0.0005917693,0.2907319,0.1072153,0.009273943,0.002881399,0.1537746],"study_design_scores_gemma":[0.00002956702,0.001938075,0.2805493,0.00003765769,0.00008157444,0.001390904,0.0004463506,0.658044,0.05271949,0.001670747,0.00302513,0.00006729284],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9645978,0.0001434094,0.03218022,0.00008155108,0.0000324851,0.000052689,0.0003509872,0.0005023024,0.002058513],"genre_scores_gemma":[0.997484,0.00002491458,0.001881207,0.00001521272,0.000007770918,0.00002125698,0.0003045249,0.00001584477,0.0002454129],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002205418,"threshold_uncertainty_score":0.0116635,"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."}}