{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001002475,0.0002836318,0.000351275,0.00371942,0.0005606152,0.0006456409,0.0003115326,0.000350247,0.001522179],"category_scores_gemma":[0.00240509,0.000191483,0.0006942409,0.00247937,0.0002482554,0.0006317996,0.0004024846,0.0005100291,0.0002280587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003577089,"about_ca_system_score_gemma":0.0002915963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005575482,"about_ca_topic_score_gemma":0.005178504,"domain_scores_codex":[0.9997076,0.0001483648,0.00002643087,0.00006502305,0.00002276615,0.00002968923],"domain_scores_gemma":[0.9988431,0.0007234365,0.0002314901,0.00005631065,0.00006585736,0.00007985433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001670639,0.0001023,0.9319746,0.0001145279,0.000443654,0.0002991157,0.001048669,0.008183757,0.01434054,0.001334969,0.0003353184,0.04165556],"study_design_scores_gemma":[0.0000195505,0.00006984238,0.9216525,0.00005666667,0.0001936227,0.0005266417,0.001547733,0.07147203,0.001181035,0.001221442,0.002036099,0.0000227761],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866328,0.0003932108,0.01134244,0.0001007902,0.000002078303,0.00002248533,0.0005242266,0.00005337815,0.0009285901],"genre_scores_gemma":[0.9898105,0.0001590969,0.009166099,0.00001379022,0.000003515569,0.0000218108,0.000699856,0.0000170094,0.0001082948],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005575482,"threshold_uncertainty_score":0.01108605,"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."}}