{"id":"W2168302772","doi":"10.1046/j.1466-822x.2001.t01-1-00250.x","title":"Design and test of a generic cohort model of soil organic matter decomposition: the SOMKO model","year":2001,"lang":"en","type":"article","venue":"Global Ecology and Biogeography","topic":"Soil and Water Nutrient Dynamics","field":"Environmental Science","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McGill University","keywords":"Soil organic matter; Environmental science; Decomposition; Biomass (ecology); Nitrification; Vegetation (pathology); Organic matter; Soil carbon; Ecosystem; Ecology; Nitrogen; Soil science; Soil water; Chemistry; Biology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00205855,0.0006154358,0.0005459774,0.000260727,0.0004121985,0.0006489989,0.001139245,0.0008623341,0.00186313],"category_scores_gemma":[0.003915679,0.000351809,0.0006451476,0.0002003698,0.00051828,0.000647335,0.001071727,0.0006330038,0.0001744829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001036229,"about_ca_system_score_gemma":0.001625605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0130144,"about_ca_topic_score_gemma":0.004481646,"domain_scores_codex":[0.9994717,0.0002917005,0.00001915944,0.0001035212,0.00004604078,0.0000679357],"domain_scores_gemma":[0.997077,0.001938256,0.0002512606,0.0001768194,0.0003415089,0.000215216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000293959,0.00006636315,0.002268064,0.00002270689,0.00002232124,0.00002142776,0.00001269562,0.9909551,0.000892446,0.002869171,0.0001254894,0.002450335],"study_design_scores_gemma":[0.00002786018,0.0000304784,0.00009649358,9.747694e-7,0.000004352225,0.000001002569,0.000002287924,0.9992065,0.0002800572,0.0002868241,0.00006110449,0.000002096841],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.706881,0.0001231147,0.2858934,0.0003541142,0.0000812665,0.0004560788,0.0007991038,0.0005781525,0.004833813],"genre_scores_gemma":[0.969159,0.00004838731,0.02885805,0.00004220831,0.00001148884,0.0003692217,0.0002559063,0.00005426212,0.001201594],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0130144,"threshold_uncertainty_score":0.0258773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006712683862254431,"score_gpt":0.1951410336663135,"score_spread":0.1884283498040591,"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."}}