{"id":"W4294684380","doi":"10.1007/s00374-022-01661-w","title":"Simulated heat wave events increase CO2 and N2O emissions from cropland and forest soils in an incubation experiment","year":2022,"lang":"en","type":"article","venue":"Biology and Fertility of Soils","topic":"Soil Carbon and Nitrogen Dynamics","field":"Agricultural and Biological Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Agriculture and Agri-Food Canada; China Scholarship Council","keywords":"Soil water; Greenhouse gas; Environmental science; Heat wave; Climate change; Biomass (ecology); Atmospheric sciences; Agronomy; Soil science; Ecology; Geology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000206266,0.0001016832,0.0001910005,0.00001683366,0.0001931747,0.000008959262,0.00005087531,0.0001026577,0.00007060443],"category_scores_gemma":[0.00004053828,0.00005049858,0.00002057987,0.00007626831,0.0001305702,0.00005314879,0.0001378185,0.00009922282,1.490025e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001753716,"about_ca_system_score_gemma":0.000007960095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005617838,"about_ca_topic_score_gemma":0.003625832,"domain_scores_codex":[0.999102,0.0002095375,0.0001945941,0.0002735208,0.00005983248,0.0001605337],"domain_scores_gemma":[0.999595,0.0001719152,0.0000426086,0.00004941532,0.00001920464,0.0001217915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004594679,0.0001311467,0.9380996,0.000003235944,0.00000891016,0.000001688402,0.0003075395,0.00001259506,0.05676119,0.00002619989,0.000001773458,0.004186648],"study_design_scores_gemma":[0.0004440498,0.0003890514,0.9830275,0.000005833857,0.000008412902,0.000002430238,0.0005393376,0.01127794,0.0006807325,0.003502588,0.00002602404,0.00009604957],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985666,0.0009333693,5.473935e-7,0.0001338594,0.00003269334,0.0001507456,0.0001456094,0.00001382128,0.00002279385],"genre_scores_gemma":[0.9994758,0.00007087043,0.00001415711,0.00009270621,0.00001443815,0.0000105134,0.0003160578,7.097162e-7,0.000004761266],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05608046,"threshold_uncertainty_score":0.8492529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02405877423788884,"score_gpt":0.2568182323134188,"score_spread":0.2327594580755299,"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."}}