{"id":"W2952968054","doi":"","title":"Scattering of periodic solitons","year":2003,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Nonlinear Photonic Systems","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Scattering; Geodesic; Physics; Boundary (topology); Boundary value problem; Soliton; Periodic boundary conditions; Mathematical analysis; Quantum electrodynamics; Classical mechanics; Mathematical physics; Optics; Quantum mechanics; Mathematics; Nonlinear system","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001194751,0.0002396395,0.0003862354,0.0001139191,0.00006763048,0.00002520267,0.0004376329,0.0001145238,0.0005535628],"category_scores_gemma":[0.000002803744,0.0002912245,0.0002805205,0.0001720405,0.0001356129,0.00005810688,0.0003986082,0.0003453958,0.00008076686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007537489,"about_ca_system_score_gemma":0.0002226489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000782411,"about_ca_topic_score_gemma":0.000006145965,"domain_scores_codex":[0.9988717,0.0000851992,0.0002164713,0.0005152671,0.00005399822,0.0002573742],"domain_scores_gemma":[0.9987651,0.00003119802,0.0002821099,0.0007412408,0.00008168625,0.00009871762],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001049123,0.001104722,0.5760934,0.001279312,0.002237942,0.0001636588,0.001753104,0.1871512,0.004620198,0.2216779,0.001596939,0.002216728],"study_design_scores_gemma":[0.01880311,0.0007629532,0.05099391,0.007631383,0.005149257,0.00005139276,0.02115441,0.3867807,0.09371616,0.294208,0.1043443,0.01640448],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9445463,0.0000350235,0.00728801,0.000009400332,0.0005737754,0.0002688158,0.0001318666,0.00003733646,0.04710949],"genre_scores_gemma":[0.9971024,0.000004802862,0.0001697087,0.000007708906,0.0002592365,0.000001058855,0.00003659258,0.00002740357,0.002391085],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5250995,"threshold_uncertainty_score":0.999954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05165750664598917,"score_gpt":0.1882290958500706,"score_spread":0.1365715892040814,"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."}}