{"id":"W4393891775","doi":"10.5281/zenodo.7625435","title":"Rates of greenhouse gas (carbon dioxide, methane and nitrous oxide) fluxes, denitrification-derived N2O and N2 fluxes and nitrification-derived N2O fluxes from salt marsh soils in Quebec, Canada and Louisiana, U.S. under ambient and elevated temperature and nutrient loading.","year":2023,"lang":"en","type":"dataset","venue":"Explore Bristol Research","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"European Commission","keywords":"Nitrous oxide; Greenhouse gas; Methane; Denitrification; Carbon dioxide; Environmental science; Nitrification; Environmental chemistry; Soil water; Salt marsh; Atmospheric sciences; Nitrogen; Chemistry; Soil science; Oceanography; Geology","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":[0.0001579657,0.0006664911,0.0003782863,0.001628336,0.0006058519,0.0004916778,0.0006528153,0.0003701206,0.003354818],"category_scores_gemma":[0.0003865007,0.0001884092,0.0004223876,0.003150686,0.0002054466,0.0002928277,0.0002716374,0.0003552714,0.0009746872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006457895,"about_ca_system_score_gemma":0.003852877,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9536048,"about_ca_topic_score_gemma":0.9791404,"domain_scores_codex":[0.9998484,0.000007110024,0.000009444563,0.00005815467,0.00004354491,0.00003339408],"domain_scores_gemma":[0.999364,0.0000404504,0.00007577352,0.00002861331,0.0004095879,0.00008158141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007437207,0.0001936141,0.7409028,0.001590632,0.0007099807,0.0005246564,0.0007247319,0.02097864,0.01265702,0.0008002634,0.1885584,0.03161533],"study_design_scores_gemma":[0.00006007816,0.00002255971,0.9707335,0.00005025145,0.0000416443,0.00006067468,0.0003257701,0.004072288,0.001083992,0.00007211511,0.02343446,0.00004276478],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.195089,0.0002567177,0.0002442668,0.00008051863,0.00001073458,0.00003745792,0.8016022,0.0002724655,0.002406656],"genre_scores_gemma":[0.3165037,0.0003559102,0.001014906,0.00005442384,0.00000590042,0.00008504609,0.6786671,0.0000509985,0.003261955],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.04639518,"threshold_uncertainty_score":0.09333676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02896967650792358,"score_gpt":0.2791839768041005,"score_spread":0.2502143002961769,"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."}}