{"id":"W4405928144","doi":"10.3390/f16010054","title":"Detection of Emerald Ash Borer (Coleoptera: Buprestidae) in Ash (Fraxinus spp.) Crowns in the Southern United States: Comparing Panel Trap Color, Placement, and Lure","year":2024,"lang":"en","type":"article","venue":"Forests","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Southern Research Station; U.S. Forest Service; U.S. Department of Agriculture","keywords":"Buprestidae; Emerald ash borer; Fraxinus; Agrilus; Trap (plumbing); Horticulture; Biology; Botany; Agronomy; Environmental science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003665411,0.0002950041,0.0001775781,0.0005129962,0.000387854,0.0003427897,0.0002830515,0.0002528083,0.0003917943],"category_scores_gemma":[0.0003985606,0.0001880874,0.0001817256,0.0003352795,0.0001944062,0.0002821067,0.000294393,0.0002448215,0.0001265349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005507618,"about_ca_system_score_gemma":0.0003084189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06515383,"about_ca_topic_score_gemma":0.3196858,"domain_scores_codex":[0.999744,0.00005446555,0.00001652103,0.00008149576,0.00006503236,0.00003834967],"domain_scores_gemma":[0.9993477,0.0000561999,0.0002795961,0.00001750112,0.0002047835,0.00009420548],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007813795,0.00006130902,0.9904656,0.00002675702,0.0000352672,0.00004882195,0.0002998952,0.00007592033,0.004079591,0.000005874705,0.0001883968,0.004634366],"study_design_scores_gemma":[0.00000227998,0.00007275309,0.998689,0.00000893136,0.00001767273,0.00004629273,0.0003902969,0.0002319549,0.00037478,0.000003870047,0.0001589077,0.000003201407],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990607,0.000152835,0.0000936701,0.00002147092,0.000002783613,0.00001449174,0.0003313563,0.000008240238,0.0003145481],"genre_scores_gemma":[0.998075,0.0001666964,0.0005918737,0.00008162115,0.000003315444,0.00002071973,0.0007123602,0.000002022705,0.0003463965],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06515383,"threshold_uncertainty_score":0.1295492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0160235042016664,"score_gpt":0.2302379893662967,"score_spread":0.2142144851646303,"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."}}