{"id":"W1995775107","doi":"10.1038/ngeo361","title":"Increased cuticular carbon sequestration and lignin oxidation in response to soil warming","year":2008,"lang":"en","type":"article","venue":"Nature Geoscience","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":278,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Lignin; Soil organic matter; Organic matter; Soil carbon; Plant litter; Chemistry; Soil water; Environmental chemistry; Decomposition; Botany; Environmental science; Soil science; Biology; Nutrient; Organic chemistry","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":[],"consensus_categories":[],"category_scores_codex":[0.0003586067,0.00007269309,0.00008025104,0.00002104517,0.0001878482,0.00002207162,0.00009108743,0.00008679025,0.000001860138],"category_scores_gemma":[0.0002534908,0.00003058543,0.00001204348,0.0004361822,0.00005264978,0.00009733783,0.00004080937,0.0001247144,0.000002911225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002131063,"about_ca_system_score_gemma":0.00001098707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007583868,"about_ca_topic_score_gemma":0.002537039,"domain_scores_codex":[0.9992792,0.00005770938,0.00008901639,0.0002266877,0.0001774726,0.0001699002],"domain_scores_gemma":[0.9997603,0.0001115855,0.00002542104,0.00001417846,0.00002995514,0.00005857511],"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":[0.00005569619,0.00001202483,0.08603895,8.7773e-7,4.156865e-7,0.00001943334,0.0001298515,0.000001422414,0.9130638,0.00003053774,0.00004478981,0.0006021577],"study_design_scores_gemma":[0.00005541494,0.0001148031,0.9845377,0.0000171395,0.000001222525,0.00001848308,0.0000815502,0.0001748219,0.01374928,0.00004414208,0.001113432,0.00009199021],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982519,0.0001884998,6.208837e-7,0.001173234,0.00002893383,0.00009718101,0.000004906193,0.00002464174,0.0002300791],"genre_scores_gemma":[0.9993865,0.00005177192,0.00009248492,0.0003047493,0.00005042065,0.000005515541,0.00000379779,2.577266e-7,0.000104532],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8993146,"threshold_uncertainty_score":0.1444796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02043745262747671,"score_gpt":0.2185727796525974,"score_spread":0.1981353270251207,"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."}}