{"id":"W3036856732","doi":"10.1007/s10886-020-01185-3","title":"Local, Geographical, and Contextual Variation in the Aggregation Pheromone Blend of the Spruce Beetle, Dendroctonus rufipennis (Coleoptera: Curculionidae)","year":2020,"lang":"en","type":"article","venue":"Journal of Chemical Ecology","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Acadia University; Canadian Forest Service; University of Northern British Columbia; University of New Brunswick","funders":"Canadian Forest Service; University of Northern British Columbia; British Columbia Knowledge Development Fund; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Canada Foundation for Innovation","keywords":"Pheromone; Curculionidae; Biology; PEST analysis; Dendroctonus; Pheromone trap; Picea engelmannii; Bark beetle; Botany; Ecology; Pinus contorta","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":[0.0003623234,0.00008173761,0.0001890673,0.00002519715,0.00004993896,0.00000959318,0.000303717,0.0001120669,0.0003084739],"category_scores_gemma":[0.0001676309,0.00005045889,0.00006702595,0.0002671675,0.0004540379,0.0001130185,0.0001403006,0.000300263,0.000008385218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005017312,"about_ca_system_score_gemma":0.00001520475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004580379,"about_ca_topic_score_gemma":0.0001943273,"domain_scores_codex":[0.9990249,0.0001377749,0.0003882748,0.0001218086,0.000185215,0.0001420166],"domain_scores_gemma":[0.99932,0.0002018122,0.0003222569,0.00008861272,0.00001575304,0.00005159005],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001766545,0.002614269,0.5382766,0.0001800234,0.0004423313,0.0002983999,0.01246367,0.008741406,0.3835471,0.009274921,0.01935202,0.02304278],"study_design_scores_gemma":[0.0017654,0.0006620561,0.9793311,0.00002051333,0.00009407681,0.0001709537,0.0002549808,0.001968251,0.009591356,0.004635108,0.001382128,0.0001240239],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941086,0.00006648182,0.0003064339,0.004655112,0.0000895522,0.0001637073,9.335723e-7,0.000002385504,0.000606829],"genre_scores_gemma":[0.9977055,0.00004816879,0.0001477717,0.002050917,0.00003308126,0.000005303044,4.721553e-7,0.000003402395,0.000005417947],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4410546,"threshold_uncertainty_score":0.3377573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007166094543213083,"score_gpt":0.2035590857647444,"score_spread":0.1963929912215314,"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."}}