{"id":"W2094597050","doi":"10.1364/oe.19.016418","title":"Wavelength remodulation scheme using DPSK downstream and upstream for DWDM-PONs","year":2011,"lang":"en","type":"article","venue":"Optics Express","topic":"Optical Network Technologies","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Passive optical network; Optics; Upstream (networking); Wavelength-division multiplexing; Downstream (manufacturing); Physics; Modulation (music); Dispersion (optics); Wavelength; Computer science; Telecommunications; 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":[0.0000674845,0.0001579252,0.0001569097,0.00006589937,0.00006380787,0.00003202992,0.0001291872,0.0001695018,0.000009341313],"category_scores_gemma":[0.00006142054,0.0001588046,0.00003495065,0.00008835751,0.00007858953,0.0001416956,0.00006704278,0.0001207204,0.000003590528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000315895,"about_ca_system_score_gemma":0.000005262068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004822175,"about_ca_topic_score_gemma":0.000001763013,"domain_scores_codex":[0.9992761,0.000005407552,0.0001719802,0.0001819062,0.00007689492,0.0002877084],"domain_scores_gemma":[0.9995099,0.0000679082,0.00002643739,0.000293749,0.00004366552,0.000058359],"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":[0.0002424947,0.000533427,0.008967302,0.001449456,0.0006992387,0.00004269444,0.003420037,0.03737715,0.2192044,0.3121301,0.002131076,0.4138027],"study_design_scores_gemma":[0.0002919635,0.00004782531,0.0003413716,0.00005297844,0.00003864532,0.000007370817,0.0001132315,0.9772652,0.01705751,0.004059382,0.0004678573,0.0002566978],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9598708,0.0001142112,0.03400181,0.00001480487,0.0001895045,0.0002975213,0.00001977352,0.0006426143,0.004849036],"genre_scores_gemma":[0.5948652,0.00005917059,0.4049508,0.00000304988,0.00005068609,0.00001363449,0.000004661617,0.00002891285,0.00002392862],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.939888,"threshold_uncertainty_score":0.6475862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03821848721745289,"score_gpt":0.2315567766017327,"score_spread":0.1933382893842799,"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."}}