{"id":"W4313590638","doi":"10.1111/sapm.12557","title":"Impact of nonlocal dispersal and time periodicity on the global exponential stability of bistable traveling waves","year":2023,"lang":"en","type":"article","venue":"Studies in Applied Mathematics","topic":"Mathematical and Theoretical Epidemiology and Ecology Models","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Bistability; Wavefront; Exponential stability; Convergence (economics); Traveling wave; Exponential function; Stability (learning theory); Exponential growth; Biological dispersal; Front (military); Mathematics; Physics; Mathematical analysis; Nonlinear system; Optics; Meteorology; Quantum mechanics; Computer science","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":[0.00133085,0.0001393386,0.0007316988,0.00003502635,0.00007387166,0.000001820357,0.00007135989,0.0001046943,0.000163987],"category_scores_gemma":[0.001212375,0.00007369259,0.0001038408,0.0001961919,0.001371264,0.000008349517,0.0001031984,0.0001507371,0.00002018011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005483961,"about_ca_system_score_gemma":0.00004223846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003436177,"about_ca_topic_score_gemma":0.0000174528,"domain_scores_codex":[0.9989309,0.00004034894,0.0004812517,0.0001633007,0.0001253244,0.0002588697],"domain_scores_gemma":[0.998035,0.001562954,0.00008985164,0.0002089251,0.0000399362,0.00006330317],"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":[0.0003217408,0.0004583546,0.002856507,0.0009802881,0.0003321909,0.000004613349,0.003902373,0.0000435718,0.001011367,0.9897947,0.00009144966,0.0002028047],"study_design_scores_gemma":[0.001690765,0.0008825846,0.008278327,0.0005115767,0.0002758847,0.00001779312,0.008840045,0.2322193,0.001907001,0.7451243,0.000003801798,0.0002486527],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9832888,0.00004839464,0.001716234,0.0003005908,0.00002381424,0.0003759334,0.00002722429,0.00001903627,0.01420001],"genre_scores_gemma":[0.9987974,0.00006998407,0.001041749,0.00003285595,0.00001470338,0.00002371908,0.000002735813,0.000005894842,0.00001092877],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2446705,"threshold_uncertainty_score":0.5052478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07466852733192379,"score_gpt":0.3613416490571823,"score_spread":0.2866731217252585,"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."}}