{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005378546,0.0004108264,0.0002685932,0.0002313756,0.0002485659,0.0005437891,0.0003136909,0.0002982637,0.0005578724],"category_scores_gemma":[0.0009089962,0.0002732841,0.0003971883,0.0001839215,0.0003231307,0.000255084,0.0001640208,0.0002379082,0.0001454508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002178307,"about_ca_system_score_gemma":0.001526046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2474377,"about_ca_topic_score_gemma":0.2488931,"domain_scores_codex":[0.999887,0.00001708326,0.000005673205,0.00003284459,0.00001822023,0.00003914616],"domain_scores_gemma":[0.9994593,0.0001620192,0.0001033081,0.00004073657,0.0001671507,0.00006751015],"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":[0.0007345557,0.00009468602,0.4034405,0.0001174085,0.0002055739,0.0001795961,0.0001359399,0.07232422,0.5116842,0.0004355425,0.0002366342,0.01041115],"study_design_scores_gemma":[0.0000177961,0.0001220792,0.8178715,0.00001051213,0.00009061751,0.0001367845,0.0001552063,0.1470287,0.0337623,0.0002667537,0.0005064603,0.00003138456],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971526,0.0001034675,0.001999761,0.00001708356,0.000003205378,0.000009240688,0.0002187811,0.00001766622,0.000478241],"genre_scores_gemma":[0.9991882,0.0000382288,0.0003675031,0.000007176728,5.459285e-7,0.000003934053,0.000144424,0.000005564637,0.0002442462],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2474377,"threshold_uncertainty_score":0.4919949,"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."}}