{"id":"W4384661702","doi":"10.1038/s41598-023-36795-w","title":"Climate, host and geography shape insect and fungal communities of trees","year":2023,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Research, Development and Innovation Office; Bundesamt für Umwelt; Foreign, Commonwealth and Development Office; Russian Science Foundation; Australian Centre for International Agricultural Research; Agentúra na Podporu Výskumu a Vývoja; Ministry of Agriculture of the People's Republic of China; Javna Agencija za Raziskovalno Dejavnost RS; Uniwersytet Rolniczy im. Hugona Kołłątaja w Krakowie; Hungarian Scientific Research Fund; Department of Forestry, Fisheries and the Environment; Eesti Teadusagentuur; Eidgenössische Technische Hochschule Zürich; Siberian Branch, Russian Academy of Sciences; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; McGill University; Génome Québec; Department of Agriculture, Environment and Rural Affairs, UK Government; Instituto Nacional de investigação Agrária e Veterinária; Agriculture and Agri-Food Canada; National Science Foundation","keywords":"Host (biology); Insect; Ecology; Geography; Biology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002775868,0.0001181941,0.0001567158,0.0006463508,0.0002010845,0.0004706324,0.00009802338,0.0001284273,0.0006749919],"category_scores_gemma":[0.0006800379,0.00009836581,0.0001728782,0.0006044674,0.0003211841,0.0003670494,0.0003185691,0.0001283403,0.0001171604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001504922,"about_ca_system_score_gemma":0.00009844566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00286698,"about_ca_topic_score_gemma":0.01109714,"domain_scores_codex":[0.9997334,0.0001092416,0.00001855097,0.0000641925,0.00003306184,0.0000416084],"domain_scores_gemma":[0.9992493,0.0001675589,0.000394171,0.0000544575,0.00004714598,0.00008733045],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003528309,0.00001036988,0.9938638,0.00001857991,0.00003758499,0.00002714878,0.0001825131,0.0001480076,0.002984036,0.00003253566,0.00002202762,0.00263819],"study_design_scores_gemma":[4.175145e-7,0.00001223342,0.9995951,0.000001354208,0.000003909487,0.00003706814,0.000136985,0.00007718476,0.00006233996,0.00001628719,0.00005638654,8.20643e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994992,0.0001535297,0.00009762394,0.000004284064,5.762175e-7,0.000001163675,0.00009267334,0.000001207902,0.0001497714],"genre_scores_gemma":[0.9995722,0.00009258841,0.0001571745,0.000004164331,0.000001537631,9.887833e-7,0.0001266573,9.539428e-7,0.00004371032],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00286698,"threshold_uncertainty_score":0.005700588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01370389901225509,"score_gpt":0.216390923941853,"score_spread":0.2026870249295979,"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."}}