{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001026584,0.00007856592,0.0001105899,0.0001381441,0.0003846367,0.00005954929,0.00008291979,0.00003632985,0.0004674304],"category_scores_gemma":[0.00001853722,0.00006939548,0.00002775805,0.0004463118,0.001233761,0.0001528463,0.0004817244,0.00005649317,0.00002733768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007965335,"about_ca_system_score_gemma":0.000003815946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002263863,"about_ca_topic_score_gemma":0.002215988,"domain_scores_codex":[0.9991094,0.00003560245,0.000206824,0.000247061,0.0001836246,0.0002174691],"domain_scores_gemma":[0.9994702,0.00004101792,0.0001051971,0.0003248199,0.000006985048,0.0000517415],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00000525135,0.00002963331,0.9888017,0.00002417271,0.000008935932,0.0000878632,0.0007875456,0.0000318439,0.003884354,0.0001290191,0.004555047,0.001654682],"study_design_scores_gemma":[0.00006410469,0.00004851734,0.9923922,0.00001159237,0.00001037517,0.00006008037,0.0005714511,0.0003285841,0.0004135533,0.00183935,0.004181404,0.00007871925],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939435,0.00005424748,9.28732e-7,0.0000381407,0.0007233383,0.0001479179,0.000003621769,0.00005086919,0.005037492],"genre_scores_gemma":[0.9992695,0.00008371275,0.00006462396,0.00002777127,0.000004261922,0.00001349917,0.00001710674,0.000005023546,0.0005145449],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005326012,"threshold_uncertainty_score":0.5118034,"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."}}