{"id":"W4318262832","doi":"10.1016/j.jde.2023.01.021","title":"Determining spreading speeds for abstract time-periodic monotone semiflows","year":2023,"lang":"en","type":"article","venue":"Journal of Differential Equations","topic":"Mathematical and Theoretical Epidemiology and Ecology Models","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Determinacy; Mathematics; Monotone polygon; Mathematical analysis; Nonlinear system; Wave speed; Boundary (topology); Multivibrator; Wavefront; Population; Applied mathematics; Geometry; Physics","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":[0.004615919,0.00154208,0.001282611,0.004606908,0.001284673,0.003537146,0.00223194,0.002447971,0.003522891],"category_scores_gemma":[0.03979805,0.001551156,0.001640411,0.001247104,0.002736964,0.004620759,0.002281558,0.00248769,0.0003266796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00194288,"about_ca_system_score_gemma":0.001387073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001746163,"about_ca_topic_score_gemma":0.00140635,"domain_scores_codex":[0.9989972,0.0003598593,0.00009694668,0.0001848705,0.0001784286,0.0001827745],"domain_scores_gemma":[0.9504316,0.04176013,0.003242622,0.0006766691,0.002213883,0.00167513],"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":[0.000372511,0.0002608122,0.0102752,0.0002957638,0.0001324241,0.0005992859,0.0008324639,0.3099231,0.01080861,0.64482,0.001475611,0.02020418],"study_design_scores_gemma":[0.00003579204,0.00004576091,0.0007981396,0.00003539105,0.00002098212,0.0001495873,0.0001435908,0.7710606,0.00105212,0.226364,0.0002626421,0.00003135754],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4681212,0.0003544681,0.5237997,0.000459563,0.0000481104,0.0001662593,0.0001690133,0.000153533,0.006728244],"genre_scores_gemma":[0.8987831,0.0005076884,0.09613372,0.00009490216,0.00009740578,0.0001432916,0.0003255997,0.0001080961,0.003806269],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004615919,"threshold_uncertainty_score":0.02441162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05998475934130578,"score_gpt":0.3435362522211801,"score_spread":0.2835514928798744,"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."}}