{"id":"W4400949291","doi":"10.1007/s11005-024-01844-6","title":"Dark breathers on a snoidal wave background in the defocusing mKdV equation","year":2024,"lang":"en","type":"article","venue":"Letters in Mathematical Physics","topic":"Nonlinear Waves and Solitons","field":"Physics and Astronomy","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Breather; Complex system; Physics; Mathematical physics; Mathematics; Mathematical analysis; Quantum electrodynamics; Quantum mechanics; Nonlinear system; Computer science; Artificial intelligence","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":[0.0002702438,0.0001522501,0.000168019,0.00004243471,0.00004758175,0.0001647283,0.0001312,0.00002887751,0.00005291099],"category_scores_gemma":[0.000004962019,0.0001057301,0.0001070221,0.0002632006,0.00006193345,0.0001168078,0.00002700326,0.0003640375,0.0001329244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005077953,"about_ca_system_score_gemma":0.00001904097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003855088,"about_ca_topic_score_gemma":0.00000194022,"domain_scores_codex":[0.9989965,0.00008372912,0.0002293724,0.0002107568,0.0002204658,0.0002591592],"domain_scores_gemma":[0.9993017,0.0004095593,0.00002339094,0.0002338674,0.000005963765,0.00002556129],"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":[0.00001473258,0.0005755365,0.0005545068,0.000152075,0.000055188,0.00005940988,0.007159995,0.003015406,0.001213788,0.9693135,0.0009336191,0.01695222],"study_design_scores_gemma":[0.0003999079,0.00003981143,0.0004194939,0.0004835817,0.0000338081,0.000003112028,0.001388576,0.1188307,0.0004244357,0.8773708,0.000282857,0.0003228619],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9027237,0.00001240543,0.0745791,0.003042862,0.0001280994,0.0002951957,0.00001389784,0.00002749521,0.01917719],"genre_scores_gemma":[0.996628,3.241881e-7,0.001823509,0.000858104,0.0005873512,0.00002234531,0.00001726461,0.00002392108,0.00003915677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1158153,"threshold_uncertainty_score":0.4311547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04520261026049836,"score_gpt":0.2939774894424803,"score_spread":0.248774879181982,"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."}}