{"id":"W4382314114","doi":"10.3389/finsc.2023.1145158","title":"Invasion potential of hornets (Hymenoptera: Vespidae: Vespa spp.)","year":2023,"lang":"en","type":"review","venue":"Frontiers in Insect Science","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Food Safety and Inspection Service; Wellesley College; Human Frontier Science Program","keywords":"Biological dispersal; Biology; Propagule pressure; Ecology; Propagule; Habitat; Vespidae; Invasive species; Introduced species; Nest (protein structural motif); Hymenoptera; Population","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":[0.0002472286,0.0002254445,0.0001238735,0.0003972012,0.0001723418,0.0003455919,0.0001226189,0.000124095,0.001116522],"category_scores_gemma":[0.0005351561,0.00005841357,0.0001004767,0.000126281,0.0001614106,0.0002373968,0.0002269964,0.0001758777,0.0001611884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001018733,"about_ca_system_score_gemma":0.00006576567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001048419,"about_ca_topic_score_gemma":0.002510742,"domain_scores_codex":[0.9998957,0.00003273624,0.000005687881,0.00001937942,0.00002226518,0.00002421753],"domain_scores_gemma":[0.99955,0.0001742283,0.000148507,0.00001464521,0.00004865771,0.00006395544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000176881,0.00004883512,0.9181858,0.0002467675,0.0001056987,0.0006632669,0.0009785745,0.000187683,0.02241676,0.0002760528,0.0006294672,0.05608419],"study_design_scores_gemma":[0.000002657667,0.0001973746,0.9932354,0.00004914794,0.00004193051,0.001566825,0.0007741179,0.0002829094,0.001313687,0.0001085371,0.002421694,0.000005704015],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9946777,0.002411705,0.0001511119,0.00004235797,0.000005822197,0.000005495365,0.0001219108,0.000007234641,0.00257668],"genre_scores_gemma":[0.9988453,0.0005573877,0.0001101896,0.00001461597,0.000004164864,0.000001412519,0.0001058817,0.000001064969,0.000359806],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.001116522,"threshold_uncertainty_score":0.003735125,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09392378224208366,"score_gpt":0.2658099577235626,"score_spread":0.171886175481479,"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."}}