{"id":"W2103341162","doi":"10.1146/annurev-ento-112408-085427","title":"Managing Invasive Populations of Asian Longhorned Beetle and Citrus Longhorned Beetle: A Worldwide Perspective","year":2009,"lang":"en","type":"review","venue":"Annual Review of Entomology","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":528,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada; Canadian Forest Service","funders":"","keywords":"Longhorn beetle; Biology; Bionomics; Invasive species; Introduced species; Infestation; Range (aeronautics); Agroforestry; Ecology; Botany; Larva","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":[0.0006967504,0.0007426196,0.001009629,0.001725702,0.0002078589,0.0007583242,0.0009616031,0.001144138,0.002646858],"category_scores_gemma":[0.0006743476,0.0002040716,0.0002900712,0.002146925,0.0001967771,0.001230989,0.0003613707,0.0006758603,0.0008132755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004978274,"about_ca_system_score_gemma":0.001206088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003508484,"about_ca_topic_score_gemma":0.007730357,"domain_scores_codex":[0.9998057,0.00003196765,0.00002636614,0.00003208665,0.000079777,0.00002409848],"domain_scores_gemma":[0.99957,0.0001114135,0.0001065011,0.000006246787,0.0001594421,0.00004641215],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005812759,0.0001013169,0.0007254836,0.01192598,0.0001022861,0.0002665889,0.00009008182,0.0005361544,0.001957488,0.0008954081,0.01200132,0.9713398],"study_design_scores_gemma":[0.0000714655,0.0007164631,0.009317788,0.01352981,0.0005048414,0.002487176,0.0006688238,0.0004431155,0.001515703,0.001180803,0.9695268,0.00003711289],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004932829,0.9980586,0.00006347743,0.0002398139,0.00005392246,0.000004156051,0.000007974532,0.000005241749,0.001073448],"genre_scores_gemma":[0.002653894,0.9963297,0.0002311184,0.0001445686,0.00007442562,0.00000563907,0.00002150833,8.434355e-7,0.000538376],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003508484,"threshold_uncertainty_score":0.008854628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02327100857463874,"score_gpt":0.3230216327581431,"score_spread":0.2997506241835044,"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."}}