{"id":"W2436806495","doi":"10.1007/s00526-016-1021-8","title":"On a Lotka–Volterra competition model: the effects of advection and spatial variation","year":2016,"lang":"en","type":"article","venue":"Calculus of Variations and Partial Differential Equations","topic":"Mathematical and Theoretical Epidemiology and Ecology Models","field":"Medicine","cited_by":107,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Mathematics; Competition (biology); Diffusion; Homogeneous; Advection; Spatial heterogeneity; Statistical physics; Competition model; Spatial variability; Ecology; Combinatorics; Statistics; Physics; Economics; Thermodynamics","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":[0.0001889103,0.00009401988,0.0002588722,0.00006049045,0.0001423491,0.000004448021,0.00003047104,0.0001166096,0.0001250909],"category_scores_gemma":[0.001276512,0.00005080977,0.00006616639,0.00005966371,0.0002704253,0.00004494376,0.00002666047,0.00007599468,0.000003328266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001033157,"about_ca_system_score_gemma":0.00002746833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004644939,"about_ca_topic_score_gemma":0.000011278,"domain_scores_codex":[0.9991668,0.0001291052,0.000335032,0.0001526875,0.0001015255,0.0001148408],"domain_scores_gemma":[0.9978682,0.001702694,0.0001331209,0.0001398658,0.00008593291,0.00007014927],"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":[0.0001326491,0.0002296131,0.00001740187,0.00008511342,0.00006516564,1.85053e-7,0.0002175503,0.00008128885,0.01155422,0.985307,0.000008077425,0.002301691],"study_design_scores_gemma":[0.001130705,0.0005017729,0.006788627,0.0001376862,0.0003067452,0.000002727136,0.000005008925,0.9498635,0.001607447,0.03959103,0.000003056471,0.00006168971],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07065403,0.00001841213,0.9269743,0.001674876,0.0001133875,0.0002997876,0.00001840171,0.00001361998,0.000233217],"genre_scores_gemma":[0.9996091,0.00004059061,0.00007436752,0.00008628316,0.00005460091,0.00004822275,0.00001378174,0.000005668996,0.00006740419],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9497822,"threshold_uncertainty_score":0.2071962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01719559873673443,"score_gpt":0.2688620282859436,"score_spread":0.2516664295492092,"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."}}