{"id":"W2950135557","doi":"10.1038/ismej.2016.68","title":"Dynamics of microbial community composition and soil organic carbon mineralization in soil following addition of pyrogenic and fresh organic matter","year":2016,"lang":"en","type":"article","venue":"The ISME Journal","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":170,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Cornell Atkinson Center for Sustainability, Cornell University; Towards Sustainability Foundation; U.S. Department of Agriculture; National Science Foundation; David R. Atkinson Center for a Sustainable Future , Cornell University; National Institute of Food and Agriculture","keywords":"Soil organic matter; Organic matter; Soil carbon; Soil water; Environmental chemistry; Microbial population biology; Stover; Environmental science; Mineralization (soil science); Biology; Agronomy; Ecology; Chemistry; Field experiment; Bacteria","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004738678,0.00007270359,0.0001478563,0.00003700102,0.0001808894,0.000006223127,0.0001536079,0.00007373891,0.001090027],"category_scores_gemma":[0.00001571681,0.00004983186,0.00002758246,0.00008793448,0.0002453138,0.00009852946,0.0001720508,0.0002546297,0.000004043625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000840394,"about_ca_system_score_gemma":0.00001057014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006328585,"about_ca_topic_score_gemma":0.01375209,"domain_scores_codex":[0.9989374,0.0006202101,0.0002266586,0.00005399999,0.00005220692,0.0001095823],"domain_scores_gemma":[0.9995232,0.0001405098,0.0001686518,0.0001340464,0.00000985599,0.00002374793],"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":[0.00003376021,0.00005264208,0.04024993,0.000006732232,0.00001455755,4.921848e-7,0.0007699289,0.00003942442,0.9585403,0.00001050717,0.0001835459,0.00009816258],"study_design_scores_gemma":[0.003054775,0.0004217196,0.8428385,0.0002744836,0.0001412054,0.0004331605,0.0007931272,0.001107472,0.1381779,0.01242593,0.00001483502,0.000316841],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998934,0.00002121803,0.0001299294,0.000707252,0.00005648388,0.00005703423,0.0000115702,0.000002561263,0.00007993711],"genre_scores_gemma":[0.9997321,0.00006194272,0.00003530445,0.0001142014,0.00001328653,4.98732e-7,0.00001493413,0.000006933299,0.0000208261],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8203624,"threshold_uncertainty_score":0.9998231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006161306913681706,"score_gpt":0.1981301931259117,"score_spread":0.19196888621223,"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."}}