{"id":"W1982509675","doi":"10.1371/journal.pone.0093203","title":"Design Factors That Influence the Performance of Flight Intercept Traps for the Capture of Longhorned Beetles (Coleoptera: Cerambycidae) from the Subfamilies Lamiinae and Cerambycinae","year":2014,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Forest Service; Animal and Plant Health Inspection Service; Agricultural Center, Louisiana State University; U.S. Forest Service; U.S. Department of Agriculture","keywords":"Longhorn beetle; Biology; Ecology; Zoology; Semiochemical; Sex pheromone","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.001401516,0.0007102029,0.0003813786,0.0003642222,0.0003224534,0.0005844448,0.0004967703,0.0004933465,0.0006760651],"category_scores_gemma":[0.003213399,0.000409386,0.0003875284,0.0002049944,0.0002937375,0.0003518607,0.000391632,0.0003250867,0.0002164336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003881729,"about_ca_system_score_gemma":0.0003970571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001126188,"about_ca_topic_score_gemma":0.004426986,"domain_scores_codex":[0.9983199,0.000653369,0.0002122008,0.0002755219,0.000385351,0.0001535934],"domain_scores_gemma":[0.9965737,0.001635881,0.001125513,0.0001460959,0.0003267502,0.0001921616],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.005363679,0.001382959,0.19615,0.0008750702,0.0003261785,0.0002406115,0.0007178406,0.005479793,0.7438807,0.00007262669,0.0002570887,0.04525346],"study_design_scores_gemma":[0.0003281299,0.02781777,0.7442088,0.00006906607,0.0006209465,0.0006170981,0.0005838401,0.007520558,0.2156949,0.00006711334,0.002378272,0.00009351165],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974149,0.0001860105,0.001909729,0.00001277882,0.000006973779,0.0001665723,0.00006298558,0.00002284482,0.0002170615],"genre_scores_gemma":[0.9869011,0.0001578556,0.01201269,0.00004067361,0.000008230541,0.000308545,0.0002135643,0.00001985704,0.0003375107],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001401516,"threshold_uncertainty_score":0.007412016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02332044832770675,"score_gpt":0.1912527401090497,"score_spread":0.167932291781343,"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."}}