{"id":"W1990845699","doi":"10.1016/s0030-4018(02)02132-6","title":"Pulse propagation in media with deterministic and random dispersion variations","year":2002,"lang":"en","type":"article","venue":"Optics Communications","topic":"Advanced Fiber Laser Technologies","field":"Physics and Astronomy","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Nonlinear system; Dispersion (optics); Pulse (music); Optics; Realization (probability); Ordinary differential equation; Physics; Statistical physics; Mathematical analysis; Differential equation; Mathematics; Quantum mechanics; Statistics","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":[0.001429523,0.0008577561,0.000752768,0.0016495,0.0009435221,0.001741968,0.001188436,0.001900102,0.0009574891],"category_scores_gemma":[0.01151132,0.001242433,0.0005954414,0.001246947,0.002477027,0.003274749,0.001112749,0.00116329,0.0002003566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00145246,"about_ca_system_score_gemma":0.0007621715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003264684,"about_ca_topic_score_gemma":0.002540167,"domain_scores_codex":[0.9991456,0.0002351186,0.00003901144,0.0001492899,0.0002859498,0.0001449335],"domain_scores_gemma":[0.9870947,0.009776828,0.001696571,0.0005702245,0.0006261285,0.0002355174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004450884,0.00009500712,0.004450721,0.0001568672,0.0001142443,0.0009738001,0.0002140414,0.8697484,0.0127761,0.1023244,0.0005080776,0.008193158],"study_design_scores_gemma":[0.00003063949,0.00003212115,0.001235799,0.000008887776,0.00001782285,0.000168835,0.00002853001,0.9822598,0.003024815,0.01299077,0.0001659769,0.00003600896],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4940884,0.001541445,0.4974462,0.0007618997,0.0001478939,0.00007792442,0.0004225055,0.0004149318,0.005098672],"genre_scores_gemma":[0.9792721,0.0007714471,0.0144616,0.00004928316,0.00008941883,0.00004079722,0.0001753727,0.00005747922,0.005082586],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003264684,"threshold_uncertainty_score":0.0105384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02001418575478875,"score_gpt":0.2418056669932813,"score_spread":0.2217914812384926,"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."}}