{"id":"W1570925283","doi":"10.1017/s030821051500030x","title":"Fast-moving finite and infinite trains of solitons for nonlinear Schrödinger equations","year":2015,"lang":"en","type":"preprint","venue":"Proceedings of the Royal Society of Edinburgh Section A Mathematics","topic":"Advanced Mathematical Physics Problems","field":"Mathematics","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Uniqueness; Infinity; Soliton; Train; Nonlinear system; Zero (linguistics); Mathematics; Finite set; Mathematical analysis; Physics; Traveling wave; Mathematical physics; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001814109,0.0005446842,0.001429645,0.0001209382,0.0001860289,0.00005221177,0.0006782282,0.0005706397,0.000024209],"category_scores_gemma":[0.004731424,0.0004476914,0.0009621471,0.0003678038,0.0005801637,0.0001825554,0.001111924,0.0008050001,2.132151e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001395167,"about_ca_system_score_gemma":0.0002138785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001170054,"about_ca_topic_score_gemma":0.00000124465,"domain_scores_codex":[0.9964386,0.00001087184,0.001792733,0.0004787428,0.0008682477,0.0004108186],"domain_scores_gemma":[0.9915964,0.002173862,0.003431023,0.0004312825,0.002225275,0.0001421662],"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":[0.0003078326,0.009206662,0.0004322279,0.195591,0.006197726,2.147274e-7,0.2084497,0.02612156,0.06457795,0.3984071,0.08814743,0.002560583],"study_design_scores_gemma":[0.000622776,0.0001225776,0.000002162206,0.002325372,0.0005629386,0.000001421153,0.00340068,0.2608221,0.008906695,0.722819,0.00008623043,0.0003280437],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.3136774,0.0002850927,0.6702464,0.0009350674,0.001219013,0.006274744,0.0009409484,0.0003105255,0.006110838],"genre_scores_gemma":[0.2237521,0.00005442237,0.7735618,0.00003674004,0.0005989515,0.0003088368,0.00001648297,0.0001669915,0.001503682],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.324412,"threshold_uncertainty_score":0.9997975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06295963447263402,"score_gpt":0.318120896527066,"score_spread":0.255161262054432,"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."}}