{"id":"W4301436847","doi":"","title":"Experimental Observation of Inviscid Burgers Equation Dynamics in Nonlinear Fiber Optics","year":2016,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Advanced Fiber Optic Sensors","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec","funders":"","keywords":"Inviscid flow; Burgers' equation; Nonlinear system; Dynamics (music); Nonlinear dynamical systems; Nonlinear optics; Physics; Optical fiber; Optics; Classical mechanics; Acoustics; 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":[0.0001817254,0.0002844271,0.0001319813,0.0001707287,0.0004105225,0.0003141147,0.0003299614,0.0003628107,0.004889865],"category_scores_gemma":[0.0004615289,0.0001857974,0.00009470831,0.0001716889,0.0007291652,0.0005018924,0.0004162301,0.0003659079,0.0004638474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003244124,"about_ca_system_score_gemma":0.0002451427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009120109,"about_ca_topic_score_gemma":0.0008072155,"domain_scores_codex":[0.9998761,0.00001311032,0.000005632313,0.00003183688,0.00004404233,0.00002930636],"domain_scores_gemma":[0.9994524,0.0001865051,0.0001212932,0.00009265592,0.00008998901,0.00005715289],"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":[0.0001976362,0.00008185159,0.001243463,0.00004374975,0.000003626049,0.00006641072,0.00009959358,0.0003273299,0.9953739,0.0008133942,0.0001407585,0.001608162],"study_design_scores_gemma":[0.00007174066,0.0003519569,0.01537206,0.0000135301,0.000009063667,0.0001731721,0.0001691366,0.006884975,0.9747587,0.000575053,0.001598079,0.0000224516],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932258,0.00008662141,0.003091019,0.00007802655,0.00001469998,0.00001447368,0.0001738074,0.00005213655,0.003263565],"genre_scores_gemma":[0.9958305,0.0001154478,0.002018513,0.00001326594,0.000007909791,0.00001829911,0.0001232053,0.00001880329,0.001853997],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004889865,"threshold_uncertainty_score":0.01635826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02049215967009281,"score_gpt":0.2364269663396888,"score_spread":0.215934806669596,"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."}}