{"id":"W4392881571","doi":"10.1007/s00332-024-10021-x","title":"Convergence to Sharp Traveling Waves of Solutions for Burgers-Fisher-KPP Equations with Degenerate Diffusion","year":2024,"lang":"en","type":"article","venue":"Journal of Nonlinear Science","topic":"Mathematical and Theoretical Epidemiology and Ecology Models","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Champlain Regional College","funders":"Basic and Applied Basic Research Foundation of Guangdong Province; Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Traveling wave; Degenerate energy levels; Convergence (economics); Mathematical analysis; Diffusion; Mathematics; Fisher equation; Burgers' equation; Physics; Applied mathematics; Partial differential equation; Thermodynamics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001954721,0.00006849295,0.0002704946,0.0001327155,0.0001490437,0.00001218805,0.0001272567,0.00004779244,0.0001139824],"category_scores_gemma":[0.001623144,0.00003976123,0.00009114626,0.0003716049,0.0004539248,0.000123849,0.00003166138,0.0001464499,0.000007289275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002326939,"about_ca_system_score_gemma":0.0003156358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000170618,"about_ca_topic_score_gemma":0.000001810966,"domain_scores_codex":[0.9989938,0.00002067145,0.0004153377,0.0001379629,0.0001934554,0.0002388031],"domain_scores_gemma":[0.9986357,0.0006222708,0.00008998725,0.00009317666,0.0003562882,0.0002025423],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006488753,0.0006554591,0.0008011215,0.0005183511,0.0001469001,0.00005922298,0.001445655,0.004352967,0.2185499,0.765149,0.0006319144,0.007040606],"study_design_scores_gemma":[0.0004032215,0.001328306,0.001040971,0.0006174609,0.0001572263,0.000174726,0.0001203168,0.9708801,0.008023987,0.01669792,0.0004590615,0.00009669421],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3989091,0.0001194032,0.5958062,0.004632573,0.0002038765,0.0001138564,0.000006916801,0.000006141192,0.0002019853],"genre_scores_gemma":[0.9422368,0.00002897892,0.05709492,0.000322701,0.0001292283,0.000003689901,8.475069e-7,0.000004675741,0.0001781933],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9665272,"threshold_uncertainty_score":0.1943172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06548613203312288,"score_gpt":0.3424920106227611,"score_spread":0.2770058785896382,"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."}}