{"id":"W1997829598","doi":"10.1093/ee/nvu011","title":"Influence of Mortality Factors and Host Resistance on the Population Dynamics of Emerald Ash Borer (Coleoptera: Buprestidae) in Urban Forests","year":2015,"lang":"en","type":"article","venue":"Environmental Entomology","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada; Canadian Forest Service","funders":"Natural Resources Canada; Canadian Food Inspection Agency","keywords":"Emerald ash borer; Buprestidae; Agrilus; Biology; Survivorship curve; Fraxinus; Ecology; Population; Outbreak; Resistance (ecology); Population density; Mountain pine beetle; Demography","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002369093,0.0001614222,0.0001455321,0.0004575111,0.0005111829,0.0004777079,0.0002891156,0.0001531227,0.0005644304],"category_scores_gemma":[0.0008040307,0.0001361404,0.000138479,0.0003114461,0.0005081366,0.0002260534,0.0002535917,0.0001932655,0.00006420488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001917525,"about_ca_system_score_gemma":0.0007014294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2630093,"about_ca_topic_score_gemma":0.6566218,"domain_scores_codex":[0.9998382,0.0000248254,0.0000105043,0.00004295708,0.00003027047,0.00005314988],"domain_scores_gemma":[0.9992127,0.0001386129,0.0003147905,0.00003327678,0.0001187629,0.0001817763],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006043362,0.00001740961,0.9971949,0.000004271929,0.00001046345,0.00004775858,0.0002653185,0.00005985317,0.00135851,0.00001232108,0.00002012913,0.000948725],"study_design_scores_gemma":[5.207042e-7,0.00001369889,0.9996461,6.462631e-7,0.000002437148,0.00001495285,0.0001914745,0.00006263408,0.00004544479,0.000002396343,0.0000190661,6.650724e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998197,0.00002248926,0.00001231716,0.000004063613,2.751602e-7,0.000001168369,0.00002877761,4.754084e-7,0.0001107786],"genre_scores_gemma":[0.9997676,0.00002224914,0.00003300076,0.000004334594,6.676611e-7,0.000001364857,0.00006893742,3.562839e-7,0.0001015979],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2630093,"threshold_uncertainty_score":0.5229569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01054657183372383,"score_gpt":0.2242767144988384,"score_spread":0.2137301426651146,"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."}}