{"id":"W1987854258","doi":"10.1364/nfoec.2013.jth2a.38","title":"Frequency Domain M-shaped Pulse for SPM Nonlinearity Mitigation in Coherent Optical Communications","year":2013,"lang":"en","type":"article","venue":"","topic":"Optical Network Technologies","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Dispersion (optics); Pulse shaping; Frequency domain; Optics; Pulse (music); Nonlinear system; Optical communication; Phase-shift keying; Physics; Time domain; Telecommunications; Computer science; Materials science; Electronic engineering; Bit error rate; Engineering; Laser; Decoding methods","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":[0.0001005707,0.000106853,0.0001382266,0.00006053135,0.00003629862,0.00004000476,0.0003355248,0.0001504057,0.0001476887],"category_scores_gemma":[0.00009970815,0.000100502,0.00003762028,0.0001783785,0.0001086196,0.0001514846,0.00008073339,0.0002231798,0.0001123765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008520906,"about_ca_system_score_gemma":0.000008028586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005433318,"about_ca_topic_score_gemma":0.0003540501,"domain_scores_codex":[0.9992902,0.00001254951,0.0002595546,0.0001155782,0.0000705089,0.0002515611],"domain_scores_gemma":[0.9991675,0.0002157197,0.00001220956,0.000506497,0.00004847158,0.00004959998],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000005607069,0.0003416644,0.008863936,0.0001294333,0.00005377527,0.000001770571,0.0001108855,0.001201084,0.0341178,0.9156617,0.002194385,0.03731795],"study_design_scores_gemma":[0.0005896097,0.00006226655,0.015951,0.00003639199,0.000008914353,0.000001805753,0.0002345718,0.8236795,0.001249087,0.1574481,0.0004440446,0.0002946762],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9236827,0.0001973567,0.05053016,0.003893128,0.0001030094,0.00129105,0.00001197542,0.001141154,0.0191494],"genre_scores_gemma":[0.5962218,0.00003278014,0.4033631,0.00002783315,0.00001605912,0.0002836694,0.00002735181,0.00001238926,0.00001502383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8224784,"threshold_uncertainty_score":0.4098354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01717297229385383,"score_gpt":0.2489356313169934,"score_spread":0.2317626590231396,"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."}}