{"id":"W2081225669","doi":"10.1080/02626667.2014.903332","title":"Effects of initial soil water content and saturated hydraulic conductivity variability on small watershed runoff simulation using LISEM","year":2014,"lang":"en","type":"article","venue":"Hydrological Sciences Journal","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Global Institute for Water Security; University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Spatial variability; Surface runoff; Environmental science; Soil water; Hydraulic conductivity; Watershed; Hydrology (agriculture); Water content; Loess; Soil science; Loess plateau; Storm; Atmospheric sciences; Geology; Mathematics; Meteorology; Geography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005893161,0.0004752702,0.0004390233,0.0002866731,0.0002881251,0.0004326754,0.0004845248,0.0004931852,0.000494546],"category_scores_gemma":[0.001224404,0.000233478,0.0004829211,0.0003451997,0.0002530512,0.0004824966,0.0003716585,0.0003408107,0.00005006035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006021027,"about_ca_system_score_gemma":0.0007245219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01765086,"about_ca_topic_score_gemma":0.01418214,"domain_scores_codex":[0.9998294,0.00006136685,0.00001364521,0.00003562302,0.00002657016,0.00003339785],"domain_scores_gemma":[0.9995154,0.0002821867,0.00005911493,0.0000353287,0.00006174524,0.00004619876],"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":[0.0001759653,0.0001575693,0.04604694,0.00003662125,0.00005647526,0.0002318727,0.00008914035,0.9392097,0.007069797,0.0002334488,0.0001481668,0.006544314],"study_design_scores_gemma":[0.00002178309,0.00004643073,0.006412301,0.00000215901,0.00001230064,0.000008760242,0.00002565029,0.9921817,0.001162387,0.00004862476,0.00007259038,0.000005251223],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976157,0.00002202006,0.001803314,0.00003040084,0.00000304663,0.000006682186,0.00005708623,0.00009463717,0.0003671617],"genre_scores_gemma":[0.9984186,0.000021029,0.001340459,0.000008640899,0.000001638406,0.000007788763,0.00009899309,0.00001144065,0.00009144517],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01765086,"threshold_uncertainty_score":0.03509629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05124175738092272,"score_gpt":0.2768264539547517,"score_spread":0.225584696573829,"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."}}