{"id":"W2993787754","doi":"10.3934/dcdss.2020163","title":"Pest control by generalist parasitoids: A bifurcation theory approach","year":2019,"lang":"en","type":"article","venue":"Discrete and Continuous Dynamical Systems - S","topic":"Plant Parasitism and Resistance","field":"Agricultural and Biological Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Homoclinic orbit; Bogdanov–Takens bifurcation; Mathematics; Hopf bifurcation; Codimension; Homoclinic bifurcation; Bifurcation; Generalist and specialist species; Bifurcation diagram; Transcritical bifurcation; Applied mathematics; Pure mathematics; Physics; Ecology; Biology; Habitat","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":[0.0002545906,0.0001898347,0.0003487127,0.000008209325,0.0001509086,0.000169151,0.0001948819,0.0001496333,0.00002484353],"category_scores_gemma":[0.00001086571,0.0000735288,0.00007686872,0.0001033439,0.00009463068,0.0001138176,0.00002453293,0.000113972,0.00002688869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001709089,"about_ca_system_score_gemma":0.000003587236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004689386,"about_ca_topic_score_gemma":0.00004868084,"domain_scores_codex":[0.9985901,0.0002159913,0.0002597508,0.000413377,0.0001988293,0.0003219455],"domain_scores_gemma":[0.9994902,0.0001492077,0.0001154292,0.00008209087,0.00003168105,0.0001313836],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0004572839,0.0002915177,0.1539249,0.0001755598,0.0001917474,0.00002056232,0.0001809885,0.00005853219,0.7631115,0.05970349,0.00416235,0.01772146],"study_design_scores_gemma":[0.00631031,0.001804648,0.7164719,0.0006406496,0.0003863655,0.0005012749,0.005721262,0.099131,0.0005777226,0.001936081,0.162158,0.004360754],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910619,0.002429427,0.0006755713,0.0002027778,0.0001747146,0.0005269905,0.000535941,0.00007633824,0.004316325],"genre_scores_gemma":[0.9939489,0.00006372336,0.00001051071,0.000141235,0.000153333,0.00004942013,0.0005663548,0.000002037866,0.00506453],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7625338,"threshold_uncertainty_score":0.2998418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003671737307363922,"score_gpt":0.1819164355181691,"score_spread":0.1782446982108052,"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."}}