{"id":"W2208932262","doi":"10.1016/j.physd.2016.02.005","title":"A modulation equations approach for numerically solving the moving soliton and radiation solutions of NLS","year":2016,"lang":"en","type":"article","venue":"Physica D Nonlinear Phenomena","topic":"Advanced Mathematical Physics Problems","field":"Mathematics","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Metropolitan University","funders":"National Natural Science Foundation of China; Agence Nationale de la Recherche","keywords":"Nonlinear system; Ode; Soliton; Moving frame; Domain (mathematical analysis); Mathematical analysis; Computation; Modulation (music); Boundary value problem; Work (physics); Radiation; Boundary (topology); Mathematics; Physics; Classical mechanics; Frame (networking); Applied mathematics; Computer science; Optics; Algorithm; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003409436,0.0001597527,0.000275862,0.00004320108,0.0002376016,0.00002157921,0.0001562094,0.00003555309,0.000005396865],"category_scores_gemma":[0.0006858532,0.0000999486,0.00009688966,0.0001751128,0.0001443035,0.0002983655,0.00008979545,0.00007250303,0.000003245897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006441298,"about_ca_system_score_gemma":0.00003692387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003247838,"about_ca_topic_score_gemma":5.83794e-7,"domain_scores_codex":[0.9988053,0.00005202545,0.0003947304,0.000255762,0.0002088431,0.0002833252],"domain_scores_gemma":[0.9970905,0.002014709,0.0003209635,0.0003693298,0.0001488558,0.0000557128],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002168187,0.0005131788,0.000005155518,0.0002511679,0.00008470465,2.392285e-8,0.001324818,0.0008678621,0.07663758,0.8652556,0.0001047223,0.05493352],"study_design_scores_gemma":[0.0004135005,0.00005001095,0.0000200819,0.00003475038,0.00005294536,2.869354e-7,0.00009473109,0.306196,0.001293442,0.6916074,0.0001079826,0.000128958],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.004814127,0.00003871402,0.9923641,0.0006453365,0.00002683479,0.0008424234,0.00005518897,0.00006532631,0.001147967],"genre_scores_gemma":[0.7825282,0.000008603019,0.2167184,0.00002462937,0.0003853764,0.0001977614,0.00001767855,0.00003962031,0.00007977139],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7777141,"threshold_uncertainty_score":0.4075786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05855138334775607,"score_gpt":0.3056036579015169,"score_spread":0.2470522745537609,"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."}}