{"id":"W2335180323","doi":"10.5194/acpd-12-3555-2012","title":"A mechanistic model of global soil nitric oxide emissions: implementation and space based-constraints","year":2012,"lang":"en","type":"article","venue":"","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Oak Ridge Institute for Science and Education; Office of Science; Oak Ridge Associated Universities; National Aeronautics and Space Administration; U.S. Department of Energy","keywords":"NOx; Environmental science; Atmospheric sciences; Fertilizer; Chemical transport model; Nitrogen oxide; Troposphere; Nitrogen; Biome; Deposition (geology); Moisture; Soil science; Environmental chemistry; Ecosystem; Chemistry; Combustion; Structural basin","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":[0.0005531388,0.000528781,0.0004311196,0.0003127264,0.0004427425,0.0008817104,0.00135227,0.001192354,0.002311657],"category_scores_gemma":[0.001230301,0.0004804644,0.0006906043,0.0004147623,0.0006239414,0.001221902,0.0008439807,0.0007680005,0.0002194462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001291436,"about_ca_system_score_gemma":0.001520157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01902521,"about_ca_topic_score_gemma":0.01137706,"domain_scores_codex":[0.9998609,0.00004196285,0.000005836729,0.0000442461,0.00002504969,0.00002200659],"domain_scores_gemma":[0.9996104,0.0001821392,0.00005454424,0.0000367085,0.00008613661,0.00003012144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000066936,0.00001461446,0.0005635209,0.000009842662,0.000009736901,0.00002353214,0.000007282608,0.9932665,0.0004869013,0.00453996,0.000132114,0.0009394733],"study_design_scores_gemma":[0.000007751118,0.00000521755,0.0001792066,0.000001657355,0.000003759968,0.000003512997,0.000004081413,0.9975731,0.00008474199,0.001777063,0.0003568707,0.0000030117],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4763618,0.0005551958,0.4700782,0.002180302,0.0001671443,0.0002286418,0.003140811,0.000750299,0.04653768],"genre_scores_gemma":[0.9705692,0.0002395931,0.02437673,0.0001410896,0.00003930004,0.0002392029,0.0005918099,0.00008989935,0.003713067],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01902521,"threshold_uncertainty_score":0.03782892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009951298912425176,"score_gpt":0.2373061768005472,"score_spread":0.227354877888122,"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."}}