{"id":"W4205602023","doi":"10.1525/elementa.2021.000059","title":"Fungal community and functional responses to soil warming are greater than for soil nitrogen enrichment","year":2021,"lang":"en","type":"article","venue":"Elementa Science of the Anthropocene","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"Division of Environmental Biology; U.S. Department of Defense; Strategic Environmental Research and Development Program; National Science Foundation","keywords":"Soil carbon; Nitrogen cycle; Soil organic matter; Soil water; Ecology; Carbon cycle; Biology; Niche differentiation; Ecosystem; Microbial population biology; Environmental chemistry; Cycling; Agronomy; Botany; Chemistry; Nitrogen; Niche; Bacteria; Forestry","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005655076,0.00009463238,0.0001152859,0.00001542754,0.001361668,0.00007265413,0.000284319,0.0000223606,0.001007904],"category_scores_gemma":[0.0002646581,0.00003682712,0.00006843094,0.0004024073,0.0001017757,0.0001437709,0.0003128025,0.00009235551,0.00001320602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003607968,"about_ca_system_score_gemma":0.00003928913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006790063,"about_ca_topic_score_gemma":0.0006156773,"domain_scores_codex":[0.9989902,0.0001107477,0.0001689777,0.0002058331,0.0002784738,0.0002457463],"domain_scores_gemma":[0.9990388,0.0005139447,0.00008607488,0.0001104927,0.000162969,0.00008769352],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001107521,0.000105742,0.3967327,0.000008203745,0.0000130822,0.000001090359,0.0001291745,0.00001146299,0.5953487,0.0001605781,0.005073104,0.002305439],"study_design_scores_gemma":[0.00009473049,0.0002542314,0.250403,0.00007409061,0.00002323543,0.00004945017,0.003333551,0.00006848862,0.7406785,0.0009334282,0.003942842,0.000144454],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940756,0.0001065772,0.00001373312,0.004064374,0.0003844998,0.0001645895,0.0008502875,0.0000108861,0.0003294758],"genre_scores_gemma":[0.9987941,0.00006629125,0.0001511448,0.0004528353,0.0000865273,0.0000155659,0.00005205617,7.44671e-7,0.0003807746],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1463297,"threshold_uncertainty_score":0.9999384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0365778973342672,"score_gpt":0.2683940085412548,"score_spread":0.2318161112069876,"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."}}