{"id":"W4387363616","doi":"10.1016/j.aml.2023.108884","title":"A note on global stability of a degenerate diffusion avian influenza model with seasonality and spatial Heterogeneity","year":2023,"lang":"en","type":"article","venue":"Applied Mathematics Letters","topic":"Mathematical and Theoretical Epidemiology and Ecology Models","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Influenza A virus subtype H5N1; Degenerate energy levels; Basic reproduction number; Stability (learning theory); Diffusion; Transmission (telecommunications); Mathematics; Avian influenza virus; Focus (optics); Spatial heterogeneity; Statistical physics; Virology; Econometrics; Biology; Ecology; Virus; Demography; Computer science; Physics; Population","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":[0.0006681219,0.0002039409,0.0005970114,0.0000254925,0.00007874741,0.000005115395,0.0000738555,0.0001466278,0.00002878986],"category_scores_gemma":[0.0001539416,0.0001353435,0.00007168707,0.0001376227,0.0004774754,0.00001682157,0.00008801874,0.00017673,0.00002640204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003382767,"about_ca_system_score_gemma":0.00002937993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009862921,"about_ca_topic_score_gemma":0.00001876252,"domain_scores_codex":[0.9987214,0.0000375587,0.0004011698,0.0003198327,0.0002116913,0.0003083897],"domain_scores_gemma":[0.9989339,0.0003938045,0.0001235957,0.0003422994,0.00003225988,0.000174148],"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":[0.002101379,0.001293901,0.01614433,0.00281425,0.0002806131,0.00003437332,0.001162916,0.00245711,0.04335365,0.9287705,0.0001723701,0.001414616],"study_design_scores_gemma":[0.002630049,0.0003457303,0.01339909,0.0002010031,0.0002941526,0.00003048143,0.00006008261,0.7521728,0.01049975,0.2200207,0.000006765549,0.0003393386],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8067671,0.000002872552,0.1900834,0.00163013,0.00001045576,0.0003750907,0.00002441737,0.00006458297,0.001041902],"genre_scores_gemma":[0.9831156,0.000003938227,0.01339649,0.003382618,0.00001953066,0.00005235945,0.00001207875,0.00001346075,0.00000396608],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7497157,"threshold_uncertainty_score":0.5519148,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03948074427845175,"score_gpt":0.2981558186544264,"score_spread":0.2586750743759746,"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."}}