{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003549875,0.0001812374,0.0002551438,0.00044362,0.0003965614,0.0005868619,0.0002802323,0.0007443861,0.001635375],"category_scores_gemma":[0.0004949284,0.0001620855,0.0003903664,0.0004322467,0.0004509958,0.0004869119,0.0003163663,0.0003210966,0.0003082772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008755424,"about_ca_system_score_gemma":0.0004009855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01540303,"about_ca_topic_score_gemma":0.01516827,"domain_scores_codex":[0.9999307,0.000008852774,0.00000590885,0.00002325514,0.000006867197,0.00002423643],"domain_scores_gemma":[0.9996319,0.00007796373,0.00009249474,0.00001836856,0.0001029541,0.00007632231],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003906656,0.0002643644,0.590134,0.000178231,0.0003782004,0.0007785857,0.0004839229,0.002828961,0.3892999,0.0005897002,0.0007842576,0.01037329],"study_design_scores_gemma":[0.0000174387,0.00008535897,0.9948755,0.000004427345,0.0000316976,0.00005249934,0.000136182,0.0006758171,0.00352825,0.00007247189,0.0005138176,0.000006646339],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989359,0.0001266404,0.00003968076,0.00006814021,0.000008171372,0.000002617307,0.0003272748,0.000005087126,0.0004863994],"genre_scores_gemma":[0.9990305,0.00008529925,0.00005497966,0.00003812854,0.000007267465,0.000004689964,0.0003588004,0.000003022402,0.0004174603],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01540303,"threshold_uncertainty_score":0.03062677,"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."}}