{"id":"W2096121487","doi":"10.1109/jlt.2007.914516","title":"Analysis of Degree of Polarization as a Control Signal in PMD Compensation Systems Aided by Polarization Scrambling","year":2008,"lang":"en","type":"article","venue":"Journal of Lightwave Technology","topic":"Optical Network Technologies","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Polarization mode dispersion; Scrambling; Degree of polarization; Differential group delay; Polarization (electrochemistry); Optics; Physics; Feed forward; Optical fiber; Computer science; Scattering; Algorithm; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004632688,0.0003085748,0.0002338775,0.0003349903,0.000177428,0.0003036799,0.0002316032,0.000282004,0.0002947983],"category_scores_gemma":[0.002032089,0.0001349351,0.0001283853,0.0002355918,0.0003862839,0.0004201216,0.0001812094,0.0002456954,0.00005954772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003143516,"about_ca_system_score_gemma":0.0002123315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005952334,"about_ca_topic_score_gemma":0.0005678459,"domain_scores_codex":[0.9995754,0.00008517348,0.00001416469,0.00007305561,0.0001942881,0.00005793175],"domain_scores_gemma":[0.9977343,0.00135623,0.0003891351,0.0001750178,0.0002912362,0.00005401871],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001198942,0.00006606101,0.01091305,0.0001373454,0.00005212133,0.0002584977,0.0001973316,0.09039889,0.8288706,0.003033736,0.0001185499,0.06475487],"study_design_scores_gemma":[0.00001523037,0.0005161997,0.01043425,0.00001243056,0.000032548,0.0003598061,0.00003149082,0.5746986,0.4129313,0.0005150564,0.0004269898,0.00002616029],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9255128,0.0002549286,0.07304902,0.00004875816,0.00000875508,0.00001023661,0.00002660549,0.0001745239,0.0009144266],"genre_scores_gemma":[0.9946507,0.00004959869,0.005145471,0.000004126995,0.000003598441,0.000003061446,0.00001184639,0.000006874204,0.0001249128],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005952334,"threshold_uncertainty_score":0.002449989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01393134467383872,"score_gpt":0.2197144061090963,"score_spread":0.2057830614352575,"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."}}