{"id":"W2519718280","doi":"10.1111/gcb.13502","title":"Litter decay controlled by temperature, not soil properties, affecting future soil carbon","year":2016,"lang":"en","type":"article","venue":"Global Change Biology","topic":"Environmental Impact and Sustainability","field":"Environmental Science","cited_by":141,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; BC Research (Canada); Agriculture and Agri-Food Canada","funders":"","keywords":"Environmental science; Soil carbon; Litter; Carbon fibers; Carbon cycle; Soil science; Plant litter; Environmental chemistry; Soil water; Ecosystem; Agronomy; Ecology; Chemistry; Materials science; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003140558,0.0002927143,0.0003663372,0.00001337677,0.0001318109,0.00002135648,0.0002407607,0.0003210796,0.0004755831],"category_scores_gemma":[0.00006052231,0.0001623036,0.0001175925,0.0001204912,0.0003806426,0.0001564483,0.0002822447,0.0001235523,0.0001353791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008434134,"about_ca_system_score_gemma":0.00001117121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001784204,"about_ca_topic_score_gemma":0.000416182,"domain_scores_codex":[0.9981428,0.0002552188,0.0002327759,0.0005258755,0.0001619194,0.0006814138],"domain_scores_gemma":[0.999355,0.00003695034,0.00009214674,0.000324821,0.000007158594,0.0001839882],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006785955,0.0001716705,0.7782852,0.00001646876,0.000042808,0.000011387,0.0003171893,4.107516e-7,0.1864904,0.0000410773,0.002014532,0.0319302],"study_design_scores_gemma":[0.02190321,0.002670523,0.7698956,0.0001133008,0.0001778959,0.000138657,0.001600818,0.0001049663,0.08361627,0.001124648,0.1157916,0.002862497],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901388,0.0007500198,0.000005149644,0.003301509,0.0004735307,0.0006315838,0.00008221997,0.00007165875,0.004545484],"genre_scores_gemma":[0.996537,0.0001581503,0.00001453637,0.001834704,0.0004770249,0.0001201828,0.00001422823,0.00001397125,0.0008301619],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.113777,"threshold_uncertainty_score":0.6618548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01351591337910601,"score_gpt":0.2311479552198316,"score_spread":0.2176320418407255,"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."}}