{"id":"W4403403258","doi":"10.1142/s0218127424501748","title":"Effective Pest Control Through Natural Predators: A Dynamical Plant–Pest–Predator Model","year":2024,"lang":"en","type":"article","venue":"International Journal of Bifurcation and Chaos","topic":"Plant Parasitism and Resistance","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Health Economics","funders":"","keywords":"Predation; PEST analysis; Pest control; Predator; Natural enemies; Integrated pest management; Ecology; Biological pest control; Environmental science; Biology; Botany","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":[0.0003016263,0.0006009054,0.0008555272,0.0005751698,0.0005955302,0.000924294,0.00122533,0.00149404,0.002275116],"category_scores_gemma":[0.0006538131,0.0003324717,0.0007703901,0.0004116262,0.00081833,0.0007112442,0.00107965,0.0006660336,0.0002584412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000747884,"about_ca_system_score_gemma":0.0007251011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007880706,"about_ca_topic_score_gemma":0.004984837,"domain_scores_codex":[0.9998682,0.00004040544,0.000006730189,0.00003537253,0.00002624713,0.00002320011],"domain_scores_gemma":[0.9997304,0.000118419,0.00006810237,0.00001218592,0.00003919001,0.00003166082],"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":[0.00005636947,0.00005914296,0.001408535,0.00008714587,0.00005830544,0.0003192278,0.0001241234,0.9661628,0.004732918,0.0235594,0.0005001918,0.002931877],"study_design_scores_gemma":[0.00001395428,0.00002960091,0.0002165817,0.000004535756,0.00001547963,0.00002215281,0.00001670295,0.997407,0.00008889073,0.001912214,0.0002654865,0.000007406137],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4663798,0.001848774,0.4608915,0.001695906,0.0002108482,0.0001857832,0.0008052699,0.0003553787,0.06762673],"genre_scores_gemma":[0.9824417,0.0005144921,0.007648283,0.00006982117,0.00003304466,0.0001529546,0.0001009784,0.00001619056,0.009022586],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007880706,"threshold_uncertainty_score":0.0156697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007152438747737879,"score_gpt":0.2412368283906605,"score_spread":0.2340843896429227,"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."}}