{"id":"W3022187102","doi":"10.1007/s10021-020-00503-w","title":"Long-Term Impacts of Invasive Insects and Pathogens on Composition, Biomass, and Diversity of Forests in Virginia’s Blue Ridge Mountains","year":2020,"lang":"en","type":"article","venue":"Ecosystems","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"Natural Resources Canada; Canadian Forest Service","funders":"Smithsonian Tropical Research Institute; National Park Service","keywords":"Ecoregion; Ecology; Temperate rainforest; Temperate forest; Biomass (ecology); Temperate deciduous forest; Abundance (ecology); Biology; Temperate climate; Ecosystem; Species diversity; Forest ecology; Taxon; Deciduous; Geography","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0003574036,0.0001245806,0.0001608311,0.0005260046,0.000738183,0.0009017293,0.0004751534,0.0003822919,0.0008774716],"category_scores_gemma":[0.0007512119,0.0001213049,0.0002268471,0.000359026,0.0005108865,0.0004661533,0.0008535432,0.0003511782,0.0001148458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001394921,"about_ca_system_score_gemma":0.0007091353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09398986,"about_ca_topic_score_gemma":0.3678516,"domain_scores_codex":[0.9996957,0.00006971355,0.0000156467,0.00005166324,0.00004572237,0.0001216668],"domain_scores_gemma":[0.9989588,0.0001808777,0.0002699509,0.00006382102,0.0001897624,0.0003366849],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001096108,0.0000940864,0.9954352,0.000005740084,0.00008607964,0.00008594651,0.0002936225,0.0002393351,0.0009575986,0.00006236399,0.0001938178,0.002436655],"study_design_scores_gemma":[0.000001316182,0.00001575807,0.9991422,0.000004223419,0.000007469548,0.00002105388,0.0004719937,0.0001201216,0.00004974324,0.00001491833,0.0001494265,0.000001723985],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997135,0.00004789267,0.000008638774,0.00001679303,0.000001628918,7.441015e-7,0.00005556108,7.687784e-7,0.0001544222],"genre_scores_gemma":[0.9995759,0.00002569371,0.00001421129,0.00001574358,0.000002229427,0.000001725686,0.0001140732,5.272756e-7,0.000249699],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09398986,"threshold_uncertainty_score":0.1868855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01109600131663628,"score_gpt":0.207504170107232,"score_spread":0.1964081687905957,"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."}}