{"id":"W4405363772","doi":"10.1016/j.chaos.2024.115884","title":"Nonequilibrium dynamics in a noise-induced predator–prey model","year":2024,"lang":"en","type":"article","venue":"Chaos Solitons & Fractals","topic":"Mathematical and Theoretical Epidemiology and Ecology Models","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Dynamics (music); Non-equilibrium thermodynamics; Noise (video); Predation; Statistical physics; Physics; Predator; Mathematics; Computer science; Biology; Ecology; Quantum mechanics; Acoustics; Artificial intelligence","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":[0.0005257923,0.0005389394,0.0009833256,0.000718889,0.0007362632,0.001297296,0.001649673,0.001674445,0.001978839],"category_scores_gemma":[0.002153744,0.0003843313,0.00095126,0.0005272665,0.001328426,0.00125897,0.001259709,0.0009619229,0.0003226828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001155754,"about_ca_system_score_gemma":0.0008434267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01153265,"about_ca_topic_score_gemma":0.004831246,"domain_scores_codex":[0.9997221,0.00008409435,0.00002099533,0.0000627257,0.00005948403,0.000050646],"domain_scores_gemma":[0.9992511,0.0002905379,0.0001859969,0.00005137604,0.000111809,0.0001092248],"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":[0.00008807127,0.00008724467,0.003804215,0.0001003257,0.0000975312,0.0009416182,0.0003699,0.7819057,0.006778248,0.2015217,0.001572805,0.002732743],"study_design_scores_gemma":[0.00001356725,0.00001435031,0.0003388191,0.00000540932,0.00001195584,0.00004895602,0.00002299846,0.9857281,0.00009304938,0.01340968,0.0003017547,0.00001136454],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5608912,0.001280363,0.386508,0.00344107,0.0003385787,0.0001139635,0.0009495189,0.000396789,0.04608039],"genre_scores_gemma":[0.9800802,0.000345314,0.007580734,0.0002447653,0.00005076652,0.0001044734,0.0001465551,0.00003803622,0.01140901],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01153265,"threshold_uncertainty_score":0.0229311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03592973292371117,"score_gpt":0.3260368173388041,"score_spread":0.290107084415093,"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."}}