{"id":"W2954088176","doi":"10.1371/journal.pone.0218993","title":"Examining population structure of a bertha armyworm, Mamestra configurata (Lepidoptera: Noctuidae), outbreak in western North America: Implications for gene flow and dispersal","year":2019,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Insect Resistance and Genetics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"Agriculture and Agri-Food Canada","keywords":"Biology; Biological dispersal; Population; Outbreak; Haplotype; Gene flow; Range (aeronautics); Genetics; Zoology; Ecology; Evolutionary biology; Genetic variation; Genotype; Gene; Virology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0001400553,0.000127656,0.0001151317,0.0005193888,0.0004060949,0.0002673304,0.0001959435,0.0001963778,0.0004031367],"category_scores_gemma":[0.00040862,0.0001284135,0.0001031689,0.0004972633,0.0002711616,0.0002135558,0.0002267407,0.0002302587,0.00006377559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000326545,"about_ca_system_score_gemma":0.0001443404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03403379,"about_ca_topic_score_gemma":0.08675016,"domain_scores_codex":[0.9999136,0.00001540123,0.000004273343,0.00003665599,0.00001611398,0.00001397396],"domain_scores_gemma":[0.9996777,0.00004859695,0.0001347552,0.0000169702,0.00006394513,0.00005798162],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009011664,0.00004277878,0.9713577,0.00002650367,0.00005096288,0.0001311774,0.002070493,0.0001731365,0.01869724,0.00002900998,0.000161106,0.007169835],"study_design_scores_gemma":[9.798929e-7,0.00001104632,0.9994801,0.000001402965,0.000003178668,0.00002682552,0.0002557617,0.0001009605,0.00005953648,0.00000416166,0.00005519589,8.069424e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997885,0.00003344412,0.00003558353,0.000009450565,4.944965e-7,0.000002209665,0.00004313635,0.000001169041,0.00008620546],"genre_scores_gemma":[0.9995166,0.00005305456,0.0001298293,0.00001236742,0.000001892688,0.00000648989,0.0001709975,0.000001036798,0.0001077426],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03403379,"threshold_uncertainty_score":0.06767142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01973021798113469,"score_gpt":0.2292455646532805,"score_spread":0.2095153466721458,"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."}}