{"id":"W2152678257","doi":"10.1109/tit.2014.2321155","title":"Information Transmission Using the Nonlinear Fourier Transform, Part III: Spectrum Modulation","year":2014,"lang":"en","type":"article","venue":"IEEE Transactions on Information Theory","topic":"Optical Network Technologies","field":"Engineering","cited_by":156,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Multiplexing; Nonlinear system; Fourier transform; Modulation (music); Nonlinear distortion; Transmission (telecommunications); SIGNAL (programming language); Delta modulation; Wavelength-division multiplexing; Signal processing","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":[0.0005330082,0.0002317763,0.0001689728,0.0002804679,0.0003546584,0.0001272695,0.0002148798,0.000218956,0.0001510674],"category_scores_gemma":[0.000009461178,0.0001799181,0.0001250343,0.000406032,0.00009963417,0.002922087,9.931342e-7,0.0004464531,0.0001654416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001109156,"about_ca_system_score_gemma":0.00001763616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004527418,"about_ca_topic_score_gemma":0.00000224987,"domain_scores_codex":[0.9986544,0.00005395267,0.0005951068,0.00006863409,0.0003217438,0.0003062268],"domain_scores_gemma":[0.9992894,0.0001582546,0.00007436826,0.0003534535,0.00005599468,0.00006851243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004565237,0.000009549512,2.795492e-7,0.00003201086,0.00002279886,3.101072e-8,0.0007097057,0.6412528,0.00003658805,0.004315461,0.00007371369,0.3535014],"study_design_scores_gemma":[0.0005066383,0.0000590507,0.00001042373,0.00004525255,0.0000380173,0.000007335758,0.0004213767,0.9532558,0.009537636,0.005202644,0.03068811,0.0002276714],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01754318,0.000008993818,0.9757077,0.000345992,0.0006711673,0.0004327058,0.00002368805,0.0009593004,0.004307243],"genre_scores_gemma":[0.989981,0.00009162124,0.009456843,0.0002601199,0.00007494527,0.00005053959,0.00003011949,0.00002207743,0.00003275116],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9724378,"threshold_uncertainty_score":0.7336848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007045735550853316,"score_gpt":0.2000743907244406,"score_spread":0.1930286551735873,"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."}}