{"id":"W2939773615","doi":"10.5539/jas.v11n5p58","title":"Production and Decomposition of Cover Crop Residues and Associations With Soil Organic Fractions","year":2019,"lang":"en","type":"article","venue":"Journal of Agricultural Science","topic":"Soil Carbon and Nitrogen Dynamics","field":"Agricultural and Biological Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fundação de Amparo à Pesquisa do Estado de Minas Gerais; Fundação Agrisus; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Cover crop; Agronomy; Monoculture; Crop residue; Humin; Environmental science; Decomposition; Soil carbon; Biomass (ecology); Total organic carbon; Soil organic matter; Crop; Chemistry; Soil water; Soil science; Environmental chemistry; Biology; Agriculture","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0001706452,0.0003183721,0.0002251258,0.0004521331,0.00009752921,0.0002466017,0.00009797636,0.0001280187,0.0004543861],"category_scores_gemma":[0.000259476,0.0001194084,0.0001635626,0.0003773691,0.0001808249,0.000190821,0.0002212083,0.00008801692,0.0001083035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002100575,"about_ca_system_score_gemma":0.0001595984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00159484,"about_ca_topic_score_gemma":0.003067425,"domain_scores_codex":[0.9998705,0.00001755355,0.000009476043,0.00004470017,0.00003456303,0.00002312217],"domain_scores_gemma":[0.9996723,0.00005331127,0.0001496781,0.0000211276,0.00005174773,0.00005183709],"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":[0.0004240434,0.00005399649,0.187029,0.0001072566,0.00007833444,0.0001723447,0.000133688,0.0004076601,0.8037954,0.00002738215,0.00002177781,0.007749029],"study_design_scores_gemma":[0.000002324085,0.0002061342,0.9838837,0.000003082661,0.00001667479,0.000113051,0.00006156457,0.00041425,0.01507032,0.00001761941,0.0002085712,0.000002742914],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995795,0.0001175216,0.00009690361,0.0000011781,4.070399e-7,0.000002720903,0.00006872911,0.000001479384,0.0001316418],"genre_scores_gemma":[0.9987872,0.0001768306,0.0003374264,0.00000344872,0.000001127522,0.000008288273,0.0003227484,0.000002712792,0.0003602271],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00159484,"threshold_uncertainty_score":0.003171146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007425933070294645,"score_gpt":0.2183938231536425,"score_spread":0.2109678900833478,"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."}}