{"id":"W2071217814","doi":"10.1109/jlt.2007.901342","title":"Analysis of PMD-Induced System Penalty Using Pulse Spreading","year":2007,"lang":"en","type":"article","venue":"Journal of Lightwave Technology","topic":"Optical Network Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Polarization mode dispersion; Bandwidth (computing); Computer science; Optics; Physics; Electronic engineering; Telecommunications; Dispersion (optics); 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":[0.000776038,0.0002056598,0.0008943198,0.003531371,0.00004211753,0.00001367778,0.000531071,0.0005356143,0.00001714625],"category_scores_gemma":[0.00018214,0.0001787061,0.0002781725,0.003441047,0.000112917,0.0001392133,0.00009702795,0.0006667682,0.000003905351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003484437,"about_ca_system_score_gemma":0.00002357306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004737138,"about_ca_topic_score_gemma":0.00001585205,"domain_scores_codex":[0.9979853,0.00001544327,0.001122243,0.0001428349,0.0002838719,0.0004502755],"domain_scores_gemma":[0.9986529,0.00015665,0.0004507277,0.000406944,0.0002555584,0.00007721598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001043103,0.0001595972,0.04929712,0.0003690499,0.007434482,0.001258207,0.0001857567,0.04059087,0.8195533,0.04730298,0.0001246456,0.03361975],"study_design_scores_gemma":[0.001047407,0.0006901966,0.009702203,0.0007203039,0.004113704,0.001469948,0.002801039,0.2077077,0.7691611,0.001320808,0.0004653213,0.0008002406],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9675028,0.0006285757,0.02972261,0.00008258779,0.0003704123,0.00007659763,0.000002129746,0.0004712762,0.001142974],"genre_scores_gemma":[0.9736127,0.00003794866,0.02623528,0.000004147901,0.00007540578,5.975511e-7,4.087422e-7,0.00002942001,0.000004073732],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1671169,"threshold_uncertainty_score":0.7287424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01634162870583808,"score_gpt":0.2563789121283909,"score_spread":0.2400372834225528,"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."}}