{"id":"W7161986809","doi":"10.82308/53055","title":"Spatial modeling of soil heterogeneities and their impacts on runoff, sediment and total phosphorus loss","year":2013,"lang":"en","type":"dissertation","venue":"","topic":"Soil Geostatistics and Mapping","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geostatistics; Spatial variability; Hydrology (agriculture); Soil and Water Assessment Tool; Soil water; Kriging; Variogram; Sediment; Eutrophication","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003022213,0.0003750524,0.0002008796,0.0004836233,0.0004218141,0.000669673,0.0006533901,0.0003598833,0.001126243],"category_scores_gemma":[0.0008937224,0.0002326112,0.0003549202,0.0005858997,0.0004028946,0.0002620771,0.0003369255,0.0002095516,0.00008293367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004538785,"about_ca_system_score_gemma":0.002799233,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8046938,"about_ca_topic_score_gemma":0.7356997,"domain_scores_codex":[0.9998739,0.00002341092,0.000005777139,0.00003635406,0.00002227677,0.00003827795],"domain_scores_gemma":[0.9995309,0.0002009809,0.00007441622,0.00002412764,0.0001373058,0.000032297],"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":[0.00003499988,0.0000320152,0.02699251,0.00001232864,0.00002713417,0.00007247429,0.00003039306,0.9660537,0.000910123,0.0006440132,0.0002074661,0.004982882],"study_design_scores_gemma":[0.000002748048,0.000006417924,0.007281021,0.000001373982,0.000005608992,0.000005408455,0.0000197298,0.9923574,0.0001130145,0.00009654676,0.0001083652,0.000002423128],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9850949,0.000120337,0.01072876,0.0001848744,0.000006296659,0.00002207973,0.0007430381,0.0001856763,0.002914113],"genre_scores_gemma":[0.996803,0.00005398065,0.00168808,0.00001065559,0.000002180977,0.00000839909,0.0001809268,0.00000987247,0.00124284],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8046938,"threshold_uncertainty_score":0.3929129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009060101595472816,"score_gpt":0.2165401306285546,"score_spread":0.2074800290330817,"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."}}