{"id":"W4412143941","doi":"10.1111/eva.70132","title":"Population Phylogenomics and Genetic Structure of the Polyphagous Leafminer, <i>Liriomyza trifolii</i> (Burgess) (Diptera: Agromyzidae)","year":2025,"lang":"en","type":"article","venue":"Evolutionary Applications","topic":"Insect-Plant Interactions and Control","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Huaibei Normal University; Directorate for Biological Sciences; U.S. Department of Agriculture; National Science Foundation","keywords":"Agromyzidae; Biology; Phylogenomics; Population; Botany; PEST analysis; Ecology; Phylogenetics; Genetics; Gene","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":[0.0003992772,0.0001706987,0.0002037523,0.001410603,0.0003260144,0.0002886392,0.0002312422,0.0002854385,0.000793458],"category_scores_gemma":[0.0004124042,0.0001126608,0.000338292,0.0005697927,0.0002289564,0.000180147,0.0002816087,0.0003635104,0.0001266874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003870999,"about_ca_system_score_gemma":0.0001043635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002745055,"about_ca_topic_score_gemma":0.005181617,"domain_scores_codex":[0.999796,0.00003911636,0.00001221123,0.0001070026,0.00002154799,0.00002424351],"domain_scores_gemma":[0.9996777,0.00007454649,0.0001371667,0.00002700827,0.00003380554,0.00004983349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004965203,0.0001132204,0.5448295,0.00008677436,0.0003645614,0.0002570793,0.001553549,0.001697629,0.4345009,0.0005627882,0.0002543969,0.0152831],"study_design_scores_gemma":[0.000008547158,0.00006549851,0.9957716,0.000005524226,0.00003612438,0.0001447416,0.0001812585,0.002481571,0.0009447007,0.00004943346,0.0003025165,0.000008464064],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995403,0.00003943612,0.0002293121,0.000007721148,4.961686e-7,0.000001850335,0.00009517716,0.000004526812,0.00008128009],"genre_scores_gemma":[0.9990473,0.00002050091,0.0003814641,0.00001187484,0.000001454938,0.000005742111,0.0004622187,0.000004019089,0.00006538553],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002745055,"threshold_uncertainty_score":0.005458117,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003786792158472735,"score_gpt":0.1910146795182643,"score_spread":0.1872278873597915,"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."}}