{"id":"W4391051811","doi":"10.1101/2024.01.16.575838","title":"Liming pasture soils in the Amazon region promotes low-affinity methane oxidation by type I and II methanotrophs","year":2024,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":0,"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":"Soil water; Pasture; Environmental science; Environmental chemistry; Soil pH; Methane; Chemistry; Soil fertility; Agronomy; Soil science; Biology","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":[0.0001319544,0.0002999625,0.0002780641,0.0002506385,0.0003360392,0.000392193,0.0002460416,0.0002104267,0.0008185309],"category_scores_gemma":[0.0001944715,0.0002115737,0.0002171064,0.0002606505,0.0002852798,0.0002504923,0.0002430641,0.0002137836,0.0001072094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003076697,"about_ca_system_score_gemma":0.0003200611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01193186,"about_ca_topic_score_gemma":0.01828136,"domain_scores_codex":[0.9998753,0.00001359492,0.00001080347,0.00003656946,0.00001970219,0.0000439572],"domain_scores_gemma":[0.9998409,0.00003125831,0.00004860767,0.00001102858,0.00003083786,0.00003734158],"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":[0.0004100952,0.00005432747,0.03429745,0.0001719833,0.00002398418,0.0001513674,0.000204443,0.0001124185,0.9621426,0.00002303951,0.00003071189,0.002377621],"study_design_scores_gemma":[0.00002595538,0.0005964524,0.8263879,0.00003369752,0.00006297015,0.0002510152,0.001421398,0.0009989265,0.1687785,0.00008686185,0.001343374,0.0000129596],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993099,0.0002031279,0.00007412845,0.00001886018,0.00000214472,0.000005369892,0.0001442625,0.000005561393,0.0002366795],"genre_scores_gemma":[0.9993566,0.0001352613,0.0001687448,0.00001377791,0.000001810369,0.000004278937,0.0001748964,0.000002591082,0.0001420139],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01193186,"threshold_uncertainty_score":0.02372485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01235122226170707,"score_gpt":0.2108280629335124,"score_spread":0.1984768406718053,"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."}}