{"id":"W4406217996","doi":"10.3390/insects16010057","title":"Navigating the Semiochemical Landscape: Attraction of Subcortical Beetle Communities to Bark Beetle Pheromones, Fungal and Host Tree Volatiles","year":2025,"lang":"en","type":"article","venue":"Insects","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Government of British Columbia; University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Alberta Conservation Association","keywords":"Semiochemical; Attraction; Biology; Bark beetle; Buprestidae; Dendroctonus; Sex pheromone; Longhorn beetle; Host (biology); Kairomone; Pheromone; Bark (sound); Ambrosia beetle; Mountain pine beetle; Pinus contorta; Predation; Curculionidae; Ecology; Botany","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.00008425757,0.0001619716,0.0001428279,0.0002011188,0.0002173145,0.000429661,0.00008939119,0.0001926908,0.0008958401],"category_scores_gemma":[0.0001185438,0.00006716496,0.0000895398,0.0001010985,0.0001332557,0.0001915288,0.0002642618,0.0002022006,0.00007576193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001023304,"about_ca_system_score_gemma":0.000128116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001723733,"about_ca_topic_score_gemma":0.006496223,"domain_scores_codex":[0.9999346,0.0000120601,0.000002037966,0.00001955241,0.00001229947,0.000019476],"domain_scores_gemma":[0.9998882,0.00001513806,0.00003629472,0.000005227205,0.00001305244,0.00004213881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003743912,0.0001711818,0.177104,0.0001627959,0.00005376745,0.0001772568,0.0005196647,0.0002417631,0.8006654,0.00008606891,0.0001219809,0.0203217],"study_design_scores_gemma":[0.000004253481,0.0003101718,0.9839709,0.00001189893,0.00002070489,0.0001317757,0.0007786638,0.0005088085,0.01372908,0.00004646725,0.0004777562,0.000009454848],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999463,0.00009597917,0.0001184824,0.000006231749,7.597212e-7,0.000003210214,0.00002211423,0.000002194864,0.0002880338],"genre_scores_gemma":[0.9992667,0.00007992065,0.0003343214,0.00001833826,0.000001762703,0.000004698721,0.00004734984,6.899862e-7,0.0002462004],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001723733,"threshold_uncertainty_score":0.003427327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009099793958981802,"score_gpt":0.2491634113616603,"score_spread":0.2400636174026785,"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."}}