{"id":"W4226111147","doi":"10.4039/tce.2021.60","title":"Canada’s response to invasion by Asian longhorned beetle (Coleoptera: Cerambycidae) in Ontario","year":2022,"lang":"en","type":"article","venue":"The Canadian Entomologist","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Natural Resources and Forestry; Parks Canada; Natural Resources Canada; Canadian Food Inspection Agency; Canadian Forest Service","funders":"U.S. Forest Service; Canadian Forest Service; Canadian Food Inspection Agency; Natural Resources Canada; U.S. Department of Agriculture","keywords":"Longhorn beetle; Geography; Forestry; Population; Infestation; Ecology; Agroforestry; Biology; Botany; Demography","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000822622,0.0001269461,0.0001138981,0.00008450595,0.000667604,0.00002612087,0.0006269508,0.00004310319,0.01061147],"category_scores_gemma":[0.00005832669,0.0001168701,0.00002356583,0.00032911,0.0001356501,0.00004372383,0.0003542673,0.0003614023,0.000176091],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01274859,"about_ca_system_score_gemma":0.001179159,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9999607,"about_ca_topic_score_gemma":0.9999998,"domain_scores_codex":[0.9984141,0.0003039489,0.0001660866,0.0003116015,0.000261611,0.0005426488],"domain_scores_gemma":[0.9992467,0.00005089656,0.00004019143,0.0003663402,0.00000284001,0.0002930155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0004413264,0.00007013798,0.3066837,0.000001487408,0.00001596971,0.0009067911,0.002067772,0.009554518,0.0002506935,0.000350178,0.6783727,0.001284732],"study_design_scores_gemma":[0.0001516745,0.0001040469,0.6180657,8.806234e-7,0.000002976588,0.00001428497,0.0001559744,0.00001198238,0.00002463021,0.0001319508,0.3812309,0.0001049959],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9255089,0.000008577809,0.000002297282,0.01713333,0.0003130092,0.0005004905,0.00003909829,0.00001167629,0.05648268],"genre_scores_gemma":[0.9537899,3.663139e-7,0.0000223415,0.01271406,0.000005314826,0.0001589446,0.00002318817,0.000009139981,0.03327671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.311382,"threshold_uncertainty_score":0.9910413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0107113971141004,"score_gpt":0.1948808251912304,"score_spread":0.18416942807713,"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."}}