{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00002495584,0.0001212511,0.0002048671,0.00003997278,0.00002699418,0.00001325038,0.00009315051,0.00009225327,0.000007566096],"category_scores_gemma":[0.00002641403,0.0001213045,0.00002692262,0.00006543004,0.00003359838,0.00000571404,0.00003574037,0.00005481018,0.000001151455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009555243,"about_ca_system_score_gemma":0.00002516316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006513038,"about_ca_topic_score_gemma":0.0009693331,"domain_scores_codex":[0.9992567,0.00001667895,0.000214854,0.0002726278,0.0000719549,0.0001671939],"domain_scores_gemma":[0.9994936,0.00001847261,0.0001009769,0.0002790473,0.00006859541,0.00003931994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005359626,0.00006521514,0.5110351,0.00005939979,0.00004441982,1.236523e-7,0.00007838835,0.00007703752,0.4873295,0.000005036505,0.000003922735,0.001248172],"study_design_scores_gemma":[0.000598585,0.0003364627,0.8954225,0.00004636639,0.00004880959,0.000001806988,0.00004468747,0.000410076,0.1027774,0.00002867287,0.0001010125,0.0001836398],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985,0.0002444535,0.0003747021,0.00006511265,0.00001886952,0.0004067553,0.0003102797,0.000004544409,0.00007527495],"genre_scores_gemma":[0.9945477,0.0001084864,0.003977172,0.0001085171,0.00007914809,0.00002078975,0.001021572,0.00001726438,0.0001193667],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3845521,"threshold_uncertainty_score":0.4946652,"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."}}