{"id":"W2063558700","doi":"10.1364/josab.23.002032","title":"Linearity of nonlinear perturbations in fiber-optic transmission lines and its applications to nonlinear compensations","year":2006,"lang":"en","type":"article","venue":"Journal of the Optical Society of America B","topic":"Optical Network Technologies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Nonlinear system; Linearity; Span (engineering); Optical fiber; Control theory (sociology); Physics; Mathematics; Optics; Computer science; Engineering; Structural engineering; Quantum mechanics","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":[0.0004592249,0.000375188,0.0001430733,0.0004930412,0.0003626025,0.0003628354,0.0003618799,0.000334191,0.001437016],"category_scores_gemma":[0.001332352,0.0002521413,0.0001592459,0.0004376846,0.001001978,0.0006113398,0.0004633775,0.0005119818,0.00053725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006271026,"about_ca_system_score_gemma":0.0003120471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009421518,"about_ca_topic_score_gemma":0.0009082244,"domain_scores_codex":[0.9995942,0.00009505067,0.00001461626,0.00006040889,0.0001948879,0.00004075925],"domain_scores_gemma":[0.9993562,0.0003371027,0.0001002808,0.00006568591,0.0001162204,0.0000244697],"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":[0.0006057568,0.0001305206,0.004224813,0.0002312381,0.00002696753,0.0004808503,0.0007237754,0.07078703,0.7553235,0.06352175,0.0009375392,0.1030062],"study_design_scores_gemma":[0.00002865262,0.000403408,0.004638526,0.00005375365,0.00003453718,0.0006771763,0.000169724,0.3742418,0.5909504,0.02272004,0.005969573,0.0001124125],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4761232,0.002178001,0.4744162,0.001415408,0.0001453944,0.0001572291,0.0001788686,0.001797748,0.04358793],"genre_scores_gemma":[0.9676034,0.0006306997,0.02439498,0.00005205347,0.00007483864,0.00003788213,0.0000561838,0.00005145719,0.00709835],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001437016,"threshold_uncertainty_score":0.004807293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009902328364618726,"score_gpt":0.2369085181430853,"score_spread":0.2270061897784665,"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."}}