{"id":"W3147400765","doi":"10.1093/jee/toab065","title":"Evaluation of Trapping Schemes to Detect Emerald Ash Borer (Coleoptera: Buprestidae)","year":2021,"lang":"en","type":"article","venue":"Journal of Economic Entomology","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada; Canadian Forest Service","funders":"","keywords":"Emerald ash borer; Agrilus; Buprestidae; Biology; Fraxinus; Basal area; Range (aeronautics); Ecology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001513313,0.00008187984,0.0002248978,0.00008862236,0.00003420158,0.00000806936,0.000182708,0.00006716476,0.006983343],"category_scores_gemma":[0.0001572851,0.00008179626,0.00009220673,0.0000766321,0.00006827983,0.0001421761,0.0001265934,0.0001070612,0.0001563693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003132769,"about_ca_system_score_gemma":0.00007990991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008113029,"about_ca_topic_score_gemma":0.0007599458,"domain_scores_codex":[0.9988835,0.0001768561,0.0004632561,0.0001508388,0.0001543325,0.0001711636],"domain_scores_gemma":[0.9993651,0.00005794798,0.0003058381,0.0001496433,0.00004915286,0.00007235342],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0004030522,0.000595474,0.1600916,0.00006036964,0.001452182,0.0002902821,0.002258165,0.5013438,0.1205102,0.004379883,0.05205554,0.1565595],"study_design_scores_gemma":[0.002499859,0.0009127816,0.9039601,0.00004345749,0.0004111,0.0004755842,0.0001427836,0.003510766,0.04721328,0.02160587,0.01891818,0.0003062497],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901711,0.0001253518,0.0005898427,0.0008152685,0.0005155714,0.0001125832,0.000001092345,0.000003103981,0.007666073],"genre_scores_gemma":[0.9971549,0.00003220677,0.001940302,0.0005374578,0.00006029486,0.000007033188,7.966952e-7,0.000005490727,0.0002615054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7438685,"threshold_uncertainty_score":0.9939244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02530070325574824,"score_gpt":0.2822944444086115,"score_spread":0.2569937411528632,"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."}}