{"id":"W3158805831","doi":"10.1101/2021.04.26.441496","title":"Maintaining grass coverage increases methane uptake in Amazonian pasture soils","year":2021,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Soil Carbon and Nitrogen Dynamics","field":"Agricultural and Biological Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Fundação de Amparo à Pesquisa do Estado de São Paulo; Instituto Nacional de Pesquisas da Amazônia; National Science Foundation","keywords":"Environmental science; Pasture; Soil water; Agronomy; Methane; Rhizosphere; Anaerobic oxidation of methane; Biology; Ecology; Soil science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001651799,0.0002554228,0.0002323069,0.000303829,0.0002827128,0.000384369,0.0002309053,0.0001642968,0.001025151],"category_scores_gemma":[0.0002607919,0.0001773194,0.0001735236,0.0002580416,0.0002428211,0.000292898,0.0002867835,0.0002165245,0.0001089496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004332378,"about_ca_system_score_gemma":0.0002825444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009748014,"about_ca_topic_score_gemma":0.01218192,"domain_scores_codex":[0.9998608,0.00001855422,0.000009664192,0.00005245671,0.00001912217,0.00003949375],"domain_scores_gemma":[0.9997374,0.00004480911,0.00009149788,0.0000188848,0.00003634272,0.00007093837],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00027681,0.00007342644,0.03257941,0.0001181899,0.00003393351,0.00006864839,0.0001433377,0.0001012046,0.9633214,0.00003269783,0.00003476284,0.003216181],"study_design_scores_gemma":[0.00002046164,0.0006233357,0.9319319,0.00002519814,0.00005530672,0.0001297065,0.0006589694,0.001235641,0.06379697,0.0001000229,0.001410566,0.00001188435],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994282,0.0001940617,0.0000782904,0.00001909741,0.000001961849,0.00000337996,0.00009530408,0.000008020935,0.0001717263],"genre_scores_gemma":[0.9994497,0.0001146609,0.0001698154,0.00001765692,0.000001837704,0.000004851731,0.0001302797,0.000003544103,0.0001077544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009748014,"threshold_uncertainty_score":0.01938254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01351006710348418,"score_gpt":0.2084149858684461,"score_spread":0.1949049187649619,"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."}}