{"id":"W3012148057","doi":"10.1117/12.2283858","title":"Signal processing for optical fiber based wireless access","year":2017,"lang":"en","type":"article","venue":"","topic":"Advanced Photonic Communication Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Radio over fiber; Wireless; Computer science; Wideband; Base station; Radio resource management; Telecommunications link; Computer network; Cognitive radio; Wi-Fi array; Fixed wireless; Wireless network; Telecommunications; Electronic engineering; Engineering","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":[0.0001046616,0.00009111749,0.0001238833,0.00002354164,0.000178227,0.0002435225,0.0006736399,0.00004865188,0.0001313281],"category_scores_gemma":[0.00001622645,0.00008541574,0.00003796802,0.00002349001,0.0000401426,0.0003683784,0.00006918361,0.00007865219,0.0000217481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003875745,"about_ca_system_score_gemma":0.00002693384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004897212,"about_ca_topic_score_gemma":0.00001205123,"domain_scores_codex":[0.9994812,0.000004286352,0.0001543592,0.000108119,0.00008766905,0.0001643719],"domain_scores_gemma":[0.9991533,0.0000890848,0.00004305107,0.0005979672,0.00006172509,0.00005489034],"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":[0.00006989326,0.00009202702,0.0009752834,0.001080291,0.00006922032,0.000003772278,0.0002012931,0.09175761,0.01918638,0.004430336,0.003942566,0.8781914],"study_design_scores_gemma":[0.0004762227,0.000007539257,0.000385873,0.00006260426,0.000006419752,0.000001487345,0.0000161206,0.9368832,0.02694899,0.0001410382,0.03489378,0.000176795],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02255774,0.00009813324,0.8528113,0.0002315079,0.0001093067,0.0005086433,0.000007626963,0.0004816487,0.1231941],"genre_scores_gemma":[0.9803992,0.000001545421,0.01842736,0.00002793617,0.00004777756,0.0001461971,0.000004650051,0.00003017901,0.000915161],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9578415,"threshold_uncertainty_score":0.3483153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05040674396350891,"score_gpt":0.3338236448432598,"score_spread":0.2834169008797509,"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."}}