{"id":"W4407532597","doi":"10.1088/1361-6544/adb122","title":"Propagation dynamics of cline and gap states for spatially-periodic Lotka–Volterra competition systems in shifting media","year":2025,"lang":"en","type":"article","venue":"Nonlinearity","topic":"Mathematical and Theoretical Epidemiology and Ecology Models","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Mathematics; Cline (biology); Competition (biology); Dynamics (music); Statistical physics; Volterra equations; Competition model; Nonlinear system; Physics; Ecology; Demography; Economics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007709971,0.0005402651,0.0006926051,0.00118725,0.001100372,0.002161161,0.001093148,0.002228828,0.004774991],"category_scores_gemma":[0.004099044,0.0004918334,0.0007452726,0.0003948204,0.002097608,0.001434961,0.001270292,0.001173961,0.000416004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001453217,"about_ca_system_score_gemma":0.0007248585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005753315,"about_ca_topic_score_gemma":0.002211359,"domain_scores_codex":[0.9997609,0.00007824151,0.00001000037,0.00003517015,0.0000486227,0.00006699567],"domain_scores_gemma":[0.9979919,0.0009039427,0.0004213158,0.00008155219,0.0002194829,0.0003818334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002714503,0.000151661,0.005924077,0.0001351569,0.0001441119,0.001455956,0.0008362007,0.5564949,0.01436836,0.4102491,0.003897949,0.006071084],"study_design_scores_gemma":[0.00003162133,0.00003129087,0.0007115632,0.00001340631,0.00001115591,0.0001204649,0.000147575,0.9674385,0.0003337171,0.03077751,0.0003501663,0.00003304555],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8899202,0.0004042808,0.08717255,0.002335779,0.0001244396,0.00006966302,0.000176842,0.0003100881,0.01948621],"genre_scores_gemma":[0.9924309,0.00009658651,0.00280086,0.0001095007,0.00001541413,0.00004905243,0.00004503451,0.000030801,0.00442197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005753315,"threshold_uncertainty_score":0.01597393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03263683650751338,"score_gpt":0.321956951536408,"score_spread":0.2893201150288947,"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."}}