{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002930124,0.0001424728,0.0001894709,0.00004578335,0.0000399122,0.000003101857,0.000197554,0.00009296458,0.0001533193],"category_scores_gemma":[0.00005355561,0.0001103318,0.0000290254,0.0001025157,0.0005760542,0.0001183813,0.0002345762,0.0001229136,0.00001433881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000233394,"about_ca_system_score_gemma":0.000003407436,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00337566,"about_ca_topic_score_gemma":0.01821769,"domain_scores_codex":[0.9988827,0.0001284307,0.0003016661,0.0002610186,0.0002239788,0.0002021895],"domain_scores_gemma":[0.9993964,0.00008332877,0.0001776304,0.0002829249,0.000001567024,0.00005819395],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000529093,0.0001445127,0.9913355,0.000007046434,0.00001216327,0.000005938765,0.0004430446,0.005147705,0.0002813107,0.002424557,0.0001208686,0.00002448623],"study_design_scores_gemma":[0.0003067499,0.0001695901,0.996299,0.000009481604,0.00001164991,0.000001303283,0.00007949357,0.0002983721,0.0005103816,0.002159552,0.0000589868,0.00009543672],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984705,0.00002256234,0.000009906507,0.0001658098,0.00004435865,0.0003216223,0.00002189792,0.000006274539,0.0009370378],"genre_scores_gemma":[0.9995487,0.00001410391,0.00004042544,0.0001532498,0.000004030972,0.00002091889,0.00002471632,0.000007732891,0.0001861726],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01484203,"threshold_uncertainty_score":0.9996973,"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."}}