{"id":"W4387213187","doi":"10.3389/fmicb.2023.1267270","title":"Long-term mitigation of drought changes the functional potential and life-strategies of the forest soil microbiome involved in organic matter decomposition","year":2023,"lang":"en","type":"article","venue":"Frontiers in Microbiology","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Argonne National Laboratory; Eidgenössische Technische Hochschule Zürich; McGill University; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Biogeochemical cycle; Ecosystem; Nutrient cycle; Environmental science; Nitrogen cycle; Soil organic matter; Biogeochemistry; Ecology; Microbial population biology; Biology; Soil water; Chemistry; Nitrogen","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":[0.0002677497,0.0001807295,0.000210319,0.0001008999,0.0002595893,0.0003589419,0.0001331461,0.0002219592,0.0004436549],"category_scores_gemma":[0.0001517512,0.00008445618,0.0001497064,0.0001405616,0.0002491194,0.0002765832,0.0002731333,0.0003146641,0.00005406396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002139859,"about_ca_system_score_gemma":0.0003067553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001561757,"about_ca_topic_score_gemma":0.003343558,"domain_scores_codex":[0.9998852,0.00001913876,0.000005205733,0.00003835212,0.00001282127,0.00003914475],"domain_scores_gemma":[0.999868,0.00002332191,0.0000403376,0.00001264554,0.00001492064,0.00004079752],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003657909,0.00006691231,0.01850805,0.00004441854,0.00001865365,0.00003687374,0.00008091257,0.0002686259,0.9764604,0.00007419667,0.00002641933,0.004048803],"study_design_scores_gemma":[0.00002473031,0.001627659,0.8588833,0.0000168201,0.00005343332,0.0001784845,0.0006800346,0.002685226,0.1333451,0.0004583194,0.002021468,0.00002549855],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990807,0.0001539672,0.0004634232,0.00001606499,0.000003293831,0.000004354753,0.0001336457,0.000005109122,0.0001394557],"genre_scores_gemma":[0.9989329,0.0001120912,0.0006190719,0.0000278788,0.000002915006,0.00000963712,0.0001534183,0.000002254646,0.000139871],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001561757,"threshold_uncertainty_score":0.003105342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006100904906138065,"score_gpt":0.2224804126232541,"score_spread":0.216379507717116,"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."}}