{"id":"W3092379632","doi":"10.1364/sppcom.2020.spth3i.2","title":"Some Practical Aspects of Nonlinear Mitigation via Multi-Subcarrier Modulation","year":2020,"lang":"en","type":"article","venue":"OSA Advanced Photonics Congress (AP) 2020 (IPR, NP, NOMA, Networks, PVLED, PSC, SPPCom, SOF)","topic":"Optical Network Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ciena (Canada)","funders":"","keywords":"Subcarrier; Baud; Nonlinear system; Modulation (music); Phase noise; Computer science; Electronic engineering; Noise (video); Phase modulation; Quadrature amplitude modulation; Telecommunications; Physics; Orthogonal frequency-division multiplexing; Bit error rate; Engineering; Acoustics; Artificial intelligence","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":[0.0007829887,0.0003480781,0.00024553,0.0002235446,0.0005164785,0.0004722128,0.0004762534,0.000550322,0.004043032],"category_scores_gemma":[0.001992597,0.0001337402,0.0002126494,0.0001525626,0.0007832731,0.0006158609,0.0003944427,0.0004224294,0.0003854952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002713739,"about_ca_system_score_gemma":0.0002902234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004088212,"about_ca_topic_score_gemma":0.0005249215,"domain_scores_codex":[0.9996474,0.0001409435,0.000008233054,0.00004089708,0.0001063243,0.00005628107],"domain_scores_gemma":[0.99926,0.0004967723,0.00005924903,0.00009694482,0.00007095909,0.00001609967],"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":[0.001757156,0.0002505713,0.003486356,0.0006540957,0.00009394105,0.001125631,0.0002544696,0.07643404,0.7457662,0.08229665,0.001032409,0.08684853],"study_design_scores_gemma":[0.0002006525,0.001537523,0.004152794,0.00008976354,0.00010203,0.001908091,0.0002151677,0.2429632,0.7004567,0.0334784,0.01481785,0.00007781126],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5779372,0.007051047,0.343332,0.003619119,0.0002250339,0.0001693579,0.0001170858,0.0005563525,0.06699281],"genre_scores_gemma":[0.9624585,0.0008729572,0.03371913,0.0001165735,0.0000865497,0.00003107812,0.00002294592,0.00004196865,0.002650358],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004043032,"threshold_uncertainty_score":0.01352531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01354579254409633,"score_gpt":0.250850560148048,"score_spread":0.2373047676039517,"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."}}