{"id":"W2001972251","doi":"10.1016/j.jenvman.2005.10.006","title":"A numerical study of soil cover performance","year":2006,"lang":"en","type":"article","venue":"Journal of Environmental Management","topic":"Soil and Unsaturated Flow","field":"Engineering","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Hydrogeology; Environmental science; Soil science; Infiltration (HVAC); Water content; Water table; Capillary action; Moisture; Flux (metallurgy); Porosity; Hydrology (agriculture); Geotechnical engineering; Materials science; Groundwater; Geology; Composite material","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006822764,0.0000918355,0.0001445336,0.00007540701,0.00001832597,0.000007644709,0.0001066239,0.0000201265,0.0001084873],"category_scores_gemma":[3.351771e-7,0.000077638,0.00005056863,0.00006279341,0.00001444754,0.0001078587,0.00002382284,0.0001031501,0.00002142896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007736403,"about_ca_system_score_gemma":9.351007e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004001498,"about_ca_topic_score_gemma":3.031901e-7,"domain_scores_codex":[0.9992416,0.000009989503,0.0003162897,0.00005486427,0.0002681995,0.0001090586],"domain_scores_gemma":[0.9997874,0.000006264107,0.00008209329,0.00009317867,0.000002535984,0.00002845704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.00006292987,0.001240586,0.030529,0.00006811778,0.0002588676,0.0001023331,0.0001718205,0.9471493,0.001361645,0.00001035162,0.002611913,0.01643319],"study_design_scores_gemma":[0.002661365,0.0009423615,0.9594278,0.00005149573,0.0001628324,0.00003901627,0.0007886721,0.02662856,0.003897231,0.00003204869,0.00512983,0.0002388027],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932042,0.0001854049,0.0002531315,0.000006463611,0.0001928982,0.0000826821,0.00000110097,0.000009668457,0.006064469],"genre_scores_gemma":[0.9993393,0.00008396504,0.0001481429,0.00001007315,0.00006895092,0.000002008149,7.192833e-7,0.00001281635,0.0003340624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9288988,"threshold_uncertainty_score":0.3165986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003368032112101694,"score_gpt":0.1605665325901666,"score_spread":0.157198500478065,"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."}}