{"id":"W4366427868","doi":"10.1101/2023.04.17.537195","title":"Climate, host and geography shape insect and fungal communities of trees","year":2023,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":0,"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; Department of Forestry, Fisheries and the Environment; Eesti Teadusagentuur; Eidgenössische Technische Hochschule Zürich; Eesti Teadusfondi; Siberian Branch, Russian Academy of Sciences; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; McGill University; Génome Québec; Javna Agencija za Raziskovalno Dejavnost RS; Hungarian Scientific Research Fund; Uniwersytet Rolniczy im. Hugona Kołłątaja w Krakowie; 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":"Range (aeronautics); Ecology; Climate change; Host (biology); Geographical distance; Biology; Tree (set theory); Geography; Ecosystem; Distance decay; Phylogenetic tree; Psychological resilience","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":[0.0002738373,0.0001081688,0.0001583205,0.0005007982,0.0001618329,0.0005059017,0.00007644068,0.0001196792,0.000943261],"category_scores_gemma":[0.0005506048,0.0000917878,0.0001612211,0.0005122928,0.0002368641,0.0002586835,0.0002556871,0.0001334659,0.0001573206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001121221,"about_ca_system_score_gemma":0.00007481262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002437032,"about_ca_topic_score_gemma":0.005964483,"domain_scores_codex":[0.9998326,0.00006376072,0.000009743692,0.00004588598,0.00001897425,0.00002893005],"domain_scores_gemma":[0.9994799,0.0001338049,0.0002369161,0.00004360661,0.00003338999,0.00007249096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005380638,0.00001194182,0.9925915,0.00001397377,0.00003530344,0.00002238176,0.0001251784,0.0001921366,0.004785814,0.00002801335,0.00004033199,0.002099604],"study_design_scores_gemma":[6.123881e-7,0.00000983289,0.9995242,0.000001190378,0.000003375823,0.00002635394,0.000100912,0.0001490781,0.000113883,0.00001581247,0.00005402111,7.176816e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999612,0.00005734805,0.00008348725,0.000003354223,4.371393e-7,6.807697e-7,0.0001394538,0.000001501951,0.0001016431],"genre_scores_gemma":[0.9995852,0.00003399185,0.0001391399,0.000003151187,0.000001010856,8.160086e-7,0.0001840665,0.000001154192,0.00005162508],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002437032,"threshold_uncertainty_score":0.004845738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01619545427760653,"score_gpt":0.2028675487662957,"score_spread":0.1866720944886892,"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."}}