{"id":"W4414105733","doi":"10.1093/ee/nvaf078","title":"Species-dependent captures of three <i>Limonius</i> pest click beetle (Coleoptera: Elateridae) species in western North America with aerial and ground traps","year":2025,"lang":"en","type":"article","venue":"Environmental Entomology","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge; Lethbridge College; Agriculture and Agri-Food Canada","funders":"","keywords":"PEST analysis; Sex pheromone; Dendroctonus; Reproductive isolation; Genus; Trap (plumbing)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002253231,0.0002831452,0.0001673782,0.001035074,0.0005173691,0.0006410482,0.0004494158,0.0002247894,0.001034386],"category_scores_gemma":[0.0005584208,0.0002953286,0.0001308579,0.0008519864,0.0003542077,0.0003362332,0.0003340623,0.0002144303,0.000155722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002072021,"about_ca_system_score_gemma":0.0006788597,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5866835,"about_ca_topic_score_gemma":0.9124586,"domain_scores_codex":[0.9998172,0.00002265027,0.0000130917,0.00005702297,0.00004632218,0.00004365736],"domain_scores_gemma":[0.9989385,0.0001449753,0.0002852424,0.00003255535,0.0003109407,0.0002878151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000148678,0.0000357326,0.9879467,0.00003991901,0.00007722916,0.00009928153,0.0007066476,0.0001030667,0.006664392,0.00001629121,0.0003639561,0.003798232],"study_design_scores_gemma":[0.000001221321,0.000007189085,0.999415,0.000003804805,0.000009033598,0.00002013483,0.0002682243,0.00004987293,0.0001294941,0.000001692394,0.00009255619,0.000001794774],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986289,0.0001633365,0.00002994895,0.00001165912,0.000002063702,0.000009740428,0.0003502968,0.000005780807,0.0007984414],"genre_scores_gemma":[0.9982048,0.0002207811,0.0001601648,0.00003362632,0.000002041243,0.00001571384,0.0006795975,0.000002430443,0.000680919],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5866835,"threshold_uncertainty_score":0.8315012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005795439810491818,"score_gpt":0.1874478457672152,"score_spread":0.1816524059567234,"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."}}