{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001785069,0.00008474975,0.0001098042,0.00001314651,0.0001785547,0.00001784946,0.000163713,0.00006170455,0.0002477559],"category_scores_gemma":[0.00004609424,0.00006644014,0.00002498469,0.0001685097,0.000206405,0.00007522306,0.0002763338,0.0002205881,0.00002291719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003412097,"about_ca_system_score_gemma":0.000006796575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001070207,"about_ca_topic_score_gemma":0.002642076,"domain_scores_codex":[0.9994065,0.00006071074,0.0001522423,0.000116847,0.0001095584,0.0001540957],"domain_scores_gemma":[0.9994882,0.0002437174,0.00003774965,0.0001857552,0.000006495778,0.00003802816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002227575,0.0003010371,0.7928247,0.00008742492,0.00008166179,0.00001352897,0.004632596,0.0004266885,0.1693506,0.001426748,0.01752715,0.01310502],"study_design_scores_gemma":[0.0002255697,0.00009769449,0.9869714,0.00005236141,0.00002634228,0.000006796661,0.0009149821,0.001042249,0.009322543,0.0003332289,0.0009163179,0.00009048702],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993839,0.0001064111,0.0000507823,0.000281313,0.0001081964,0.000168711,0.000003591012,0.000020602,0.005421376],"genre_scores_gemma":[0.9991942,0.00002281242,0.0001618559,0.0004158144,0.00001657508,0.00002491807,0.000004512293,0.000005230511,0.0001540669],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1941467,"threshold_uncertainty_score":0.2712753,"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."}}