{"id":"W2530651967","doi":"10.1088/1361-6544/aaf081","title":"Multidimensional transition fronts for Fisher–KPP reactions","year":2019,"lang":"en","type":"preprint","venue":"Nonlinearity","topic":"Mathematical and Theoretical Epidemiology and Ecology Models","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Division of Mathematical Sciences","keywords":"Homogeneous; Bounded function; Reaction–diffusion system; Class (philosophy); Mathematics; Diffusion; Characterization (materials science); Combinatorics; Pure mathematics; Statistical physics; Mathematical analysis; Physics; Mathematical physics; Thermodynamics; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001446692,0.0008796423,0.0007927102,0.001531782,0.00083919,0.001964723,0.001149879,0.002341121,0.004358381],"category_scores_gemma":[0.006524159,0.0004437091,0.001122938,0.0006628052,0.001971928,0.003063426,0.001998676,0.001917985,0.0003172347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001283141,"about_ca_system_score_gemma":0.0005776709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001861432,"about_ca_topic_score_gemma":0.0005530103,"domain_scores_codex":[0.9996231,0.0001137182,0.00002080182,0.00007173024,0.00008751855,0.00008315015],"domain_scores_gemma":[0.9977276,0.001239976,0.0003963501,0.00008791647,0.000267184,0.000281157],"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":[0.0001491104,0.00009247535,0.001887283,0.0002094612,0.00005955178,0.000699932,0.0004326079,0.1102612,0.0131492,0.8638201,0.00200481,0.007234348],"study_design_scores_gemma":[0.00004191741,0.00005088178,0.0008909254,0.0000524208,0.00002582429,0.0003716059,0.0002498513,0.6188927,0.002488306,0.3751904,0.001699581,0.00004556696],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5158429,0.002025679,0.4475583,0.004811683,0.0001842811,0.0001520825,0.0004928157,0.0001913852,0.02874096],"genre_scores_gemma":[0.9697058,0.0007536962,0.01781934,0.0003602059,0.0001026593,0.00009085717,0.0001423716,0.00003142621,0.01099361],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004358381,"threshold_uncertainty_score":0.01458025,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06193020444208856,"score_gpt":0.3470638460269731,"score_spread":0.2851336415848845,"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."}}