{"id":"W4403402511","doi":"10.3390/life14101293","title":"Phylogeographic Analysis for Understanding Origin, Speciation, and Biogeographic Expansion of Invasive Asian Hornet, Vespa velutina Lepeletier, 1836 (Hymenoptera, Vespidae)","year":2024,"lang":"en","type":"article","venue":"Life","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Vespidae; Biology; Hymenoptera; Genetic algorithm; Phylogeography; Ecology; Evolutionary biology; Phylogenetics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001904725,0.000148784,0.000280404,0.0001217831,0.0002296487,0.00008953155,0.0001019509,0.00007354446,0.00004317529],"category_scores_gemma":[0.00005216344,0.00006499782,0.0001892771,0.001320176,0.0001004715,0.0000909898,0.00004414966,0.00006620992,0.000002754664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000141113,"about_ca_system_score_gemma":0.000009597597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000126602,"about_ca_topic_score_gemma":0.001574794,"domain_scores_codex":[0.9990248,0.00003223853,0.0002303308,0.0003211762,0.0001612559,0.0002301974],"domain_scores_gemma":[0.9994676,0.0002973867,0.00008084138,0.00002610544,0.00004423445,0.00008388118],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001038286,0.00006131499,0.8792943,0.0001415158,0.001135966,0.000009078313,0.0005839839,0.000004901247,0.09445988,0.01488092,0.001705385,0.007618884],"study_design_scores_gemma":[0.0001430712,0.0004360434,0.9827975,0.00008905693,0.0003437364,0.000001493972,0.001517546,0.0001065841,0.0007133347,0.004373525,0.009233713,0.00024439],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937803,0.004015254,0.0001031649,0.001103633,0.00008064751,0.0001868213,0.0001791326,0.00005358824,0.0004974854],"genre_scores_gemma":[0.998445,0.001035937,0.00005513719,0.0000835536,0.0002378015,0.00001361183,0.00007575854,0.000001259418,0.00005191267],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1035032,"threshold_uncertainty_score":0.2650535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06051598342215059,"score_gpt":0.2298202874400098,"score_spread":0.1693043040178592,"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."}}