{"id":"W3189740263","doi":"10.1007/s10533-021-00837-0","title":"Biogeochemical evolution of soil organic matter composition after a decade of warming and nitrogen addition","year":2021,"lang":"en","type":"article","venue":"Biogeochemistry","topic":"Soil Carbon and Nitrogen Dynamics","field":"Agricultural and Biological Sciences","cited_by":36,"is_retracted":false,"has_abstract":false,"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"Division of Environmental Biology; Natural Sciences and Engineering Research Council of Canada; U.S. Department of Defense; Strategic Environmental Research and Development Program; National Science Foundation","keywords":"Biogeochemistry; Biogeochemical cycle; Global warming; Soil water; Environmental science; Soil organic matter; Nitrogen cycle; Soil carbon; Organic matter; Nitrogen; Environmental chemistry; Chemistry; Ecology; Climate change; Soil science; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.00005222392,0.0001010441,0.0001522928,0.000008453459,0.00003037911,0.000009514557,0.00006230812,0.0001486229,0.0006370301],"category_scores_gemma":[0.00002093654,0.00005607323,0.00008587148,0.0002088737,0.00008742286,0.00003861024,0.00006930775,0.00006558638,0.000004894213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003247298,"about_ca_system_score_gemma":0.00001634751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001261233,"about_ca_topic_score_gemma":0.00005545506,"domain_scores_codex":[0.9992927,0.00002374565,0.0002069021,0.0002049617,0.0001381031,0.0001335413],"domain_scores_gemma":[0.9996037,0.00004939175,0.00009648172,0.00005997676,0.0001312427,0.00005917962],"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":[0.00003259879,0.00005915404,0.136554,0.00003781081,0.00001393148,0.000003447502,0.00001231517,9.308526e-8,0.8629048,0.000007513981,0.00006583354,0.0003085332],"study_design_scores_gemma":[0.0001178026,0.00001935588,0.05733497,0.00005283434,0.00003169333,0.00005454264,0.000128691,0.0001191883,0.9412015,0.0008042386,0.00003072856,0.0001044599],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983969,0.0006853247,0.00000287641,0.0001490709,0.00002183126,0.00003643284,0.0005234579,0.00001575095,0.0001683027],"genre_scores_gemma":[0.9990263,0.00002782739,0.0001154305,0.00004565611,0.00007367078,0.00000686039,0.000694259,0.000001179836,0.000008824511],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07921901,"threshold_uncertainty_score":0.6975033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005640930773962992,"score_gpt":0.1882122817120841,"score_spread":0.1825713509381211,"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."}}