{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000232644,0.0001805167,0.0001894884,0.0005859531,0.00361485,0.0009293406,0.0005767522,0.0003505308,0.002025097],"category_scores_gemma":[0.000617856,0.0002042886,0.000195794,0.000898285,0.0006271558,0.0002337415,0.0006229455,0.0004560107,0.0001460354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0357128,"about_ca_system_score_gemma":0.02913507,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9959493,"about_ca_topic_score_gemma":0.9993156,"domain_scores_codex":[0.9995975,0.00001954411,0.00001025183,0.00003779807,0.0001534145,0.0001815876],"domain_scores_gemma":[0.9982393,0.000061643,0.0002323872,0.00002203553,0.0007989859,0.0006456537],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00036131,0.0001351845,0.9529989,0.0001291869,0.00007565012,0.001073541,0.01420914,0.0004396719,0.006795729,0.0003698689,0.007782942,0.01562894],"study_design_scores_gemma":[0.00000820033,0.000032464,0.9854424,0.00001814327,0.00001103478,0.00004088315,0.00707631,0.0002079741,0.0001683591,0.00001660688,0.006966174,0.00001143716],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991521,0.0002777937,0.00005307259,0.0008505226,0.0000167469,0.00005103999,0.0007040796,0.000009205875,0.006516365],"genre_scores_gemma":[0.9943841,0.0002606366,0.0001201684,0.0002298309,0.000005930841,0.00001793973,0.0003804527,0.000003093574,0.004597958],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0357128,"threshold_uncertainty_score":0.2591158,"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."}}