{"id":"W2004526006","doi":"10.2136/sssaj2005.0214","title":"Probability Distribution and Spatial Dependence of Nitrous Oxide Emission","year":2006,"lang":"en","type":"article","venue":"Soil Science Society of America Journal","topic":"Soil Geostatistics and Mapping","field":"Environmental Science","cited_by":119,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Agriculture and Agri-Food Canada","keywords":"Variogram; Spatial distribution; Probability distribution; Environmental science; Mathematics; Flux (metallurgy); Atmospheric sciences; Statistics; Soil science; Kriging; Geology; Chemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0008529258,0.0001261517,0.0001983129,0.0009066107,0.0001788139,0.000535634,0.0003291141,0.0002505971,0.001048364],"category_scores_gemma":[0.005351012,0.0002090836,0.0003543036,0.0005649668,0.0005665274,0.0004211756,0.0003815506,0.0002342817,0.0001576418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006749369,"about_ca_system_score_gemma":0.0003334126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02629884,"about_ca_topic_score_gemma":0.0202232,"domain_scores_codex":[0.9995389,0.0001193678,0.0000300847,0.0001761571,0.00007206599,0.00006350256],"domain_scores_gemma":[0.9946054,0.003418261,0.0006932291,0.0003887076,0.000758693,0.0001356911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000181099,0.00003711829,0.9301224,0.00004019051,0.0001492288,0.0003314998,0.0004121769,0.04010963,0.0156367,0.001213702,0.0002725032,0.01149381],"study_design_scores_gemma":[0.000007392219,0.00003578261,0.9262983,0.000005394427,0.00002096901,0.000223933,0.0001626628,0.07125596,0.001060137,0.0006894352,0.0002135364,0.00002646226],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963441,0.00002026173,0.002910367,0.00001861005,8.171445e-7,0.000005552609,0.0002536588,0.00003543228,0.0004111483],"genre_scores_gemma":[0.9989593,0.00001539588,0.000499206,0.000002603659,0.000001167573,0.000005291271,0.0004050332,0.000005924507,0.0001061109],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02629884,"threshold_uncertainty_score":0.05229151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008098884209047417,"score_gpt":0.2230648825930122,"score_spread":0.2149659983839648,"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."}}