{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004305502,0.0001432364,0.0001477361,0.0001510701,0.00007066664,0.00004142722,0.00019141,0.0000805223,0.0002305481],"category_scores_gemma":[0.00001733915,0.0001112349,0.00003042771,0.000526446,0.000178992,0.0001232273,0.0001353738,0.0002319633,0.00008725673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009115081,"about_ca_system_score_gemma":0.000006874484,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005729162,"about_ca_topic_score_gemma":0.1887529,"domain_scores_codex":[0.9989172,0.0001022329,0.0002603906,0.0002710211,0.0001725281,0.0002766159],"domain_scores_gemma":[0.9996455,0.00009308245,0.0000518042,0.0001700262,0.000004069409,0.00003549208],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001584553,0.0002131152,0.9123359,0.0001228232,0.00003902303,0.0001073761,0.01320817,0.06899479,0.0006532672,0.0002972097,0.002127138,0.001742732],"study_design_scores_gemma":[0.0005413007,0.0001865388,0.9574197,0.00006323266,0.00001819824,0.000007380756,0.0009258396,0.03502355,0.0001024125,0.0009578413,0.004626751,0.0001272411],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974361,0.00007893224,0.0001779375,0.0001851994,0.0001068757,0.0004934777,0.00001085477,0.00003162081,0.001478992],"genre_scores_gemma":[0.9991912,0.0000277152,0.00003666764,0.0002606483,0.00001326615,0.00008126869,0.00002435767,0.00001117444,0.0003536544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1830238,"threshold_uncertainty_score":0.8660817,"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."}}