{"id":"W4318219786","doi":"10.1016/j.chaos.2023.113153","title":"Stability of bifurcating solution of a predator–prey model","year":2023,"lang":"en","type":"article","venue":"Chaos Solitons & Fractals","topic":"Mathematical and Theoretical Epidemiology and Ecology Models","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"China Postdoctoral Science Foundation","keywords":"Bifurcation; Stability (learning theory); Steady state (chemistry); Predation; Taxis; Saddle-node bifurcation; Mathematics; Transcritical bifurcation; Applied mathematics; Predator; Constant (computer programming); Control theory (sociology); Statistical physics; Mathematical analysis; Mechanics; Physics; Ecology; Computer science; Chemistry; Biology; Nonlinear system","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":[0.0006636737,0.0005768322,0.0009821521,0.001423383,0.001133578,0.001867453,0.001195906,0.001963619,0.002466536],"category_scores_gemma":[0.003227328,0.0003899567,0.0007928964,0.0005587267,0.001671641,0.00128972,0.001690899,0.0008884984,0.000264798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001285875,"about_ca_system_score_gemma":0.00103765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005288925,"about_ca_topic_score_gemma":0.001290817,"domain_scores_codex":[0.999778,0.00007178878,0.00001239842,0.00004645968,0.00004685024,0.00004460478],"domain_scores_gemma":[0.9989793,0.0004480349,0.0001781365,0.00004808446,0.0001931044,0.0001532268],"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":[0.0003924253,0.000166895,0.006605329,0.0002592059,0.0002880172,0.001520651,0.001079467,0.495171,0.03532632,0.4477366,0.002767236,0.008686927],"study_design_scores_gemma":[0.00003242446,0.00003470843,0.0006355256,0.00001327226,0.00002302324,0.0001081173,0.00008593377,0.9607841,0.0004251181,0.03753717,0.0002971714,0.00002345274],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.848557,0.0008585819,0.1194733,0.001688477,0.0001493795,0.00009681659,0.0001723147,0.0002196703,0.02878442],"genre_scores_gemma":[0.9910942,0.000190696,0.003399883,0.00008509051,0.00003645941,0.00004185129,0.00005733151,0.00002324584,0.005071276],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005288925,"threshold_uncertainty_score":0.01051629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08041734706908132,"score_gpt":0.3413246204888096,"score_spread":0.2609072734197282,"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."}}