{"id":"W2130328423","doi":"10.1139/t11-038","title":"Assessing hydraulic conductivities of a compacted dam core using geostatistical analysis of construction control data","year":2011,"lang":"en","type":"article","venue":"Canadian Geotechnical Journal","topic":"Groundwater flow and contamination studies","field":"Environmental Science","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Hydro-Québec","funders":"Hydro-Québec; Université Laval","keywords":"Hydraulic conductivity; Embankment dam; Geotechnical engineering; Compaction; Spatial variability; Geology; Sampling (signal processing); Core (optical fiber); Geostatistics; Levee; Pore water pressure; Hydrology (agriculture); Soil science; Soil water; Engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0006604046,0.0002733318,0.0002197274,0.002159125,0.0003773892,0.0004843872,0.0002351916,0.0001463929,0.0003140365],"category_scores_gemma":[0.00212778,0.0001012882,0.0003328793,0.002247815,0.0004775533,0.0001364217,0.0001986379,0.0001349415,0.00006165684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00207972,"about_ca_system_score_gemma":0.002941055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4681922,"about_ca_topic_score_gemma":0.5197384,"domain_scores_codex":[0.999491,0.0001193867,0.00003822073,0.00008639994,0.0002012003,0.00006377955],"domain_scores_gemma":[0.9987728,0.0004739788,0.0002267072,0.0001301454,0.0003332727,0.00006305118],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002536428,0.0001496183,0.8402213,0.00006052763,0.0001564276,0.000306927,0.00090747,0.07658788,0.01976167,0.0008863197,0.0005267166,0.06018143],"study_design_scores_gemma":[0.000008748725,0.00009553648,0.8715671,0.000006095352,0.00002811396,0.00007921476,0.0004643097,0.1225755,0.004360279,0.0001961452,0.0005905858,0.00002845019],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928635,0.00001607531,0.005755866,0.00001285882,7.144624e-7,0.00002840312,0.0007788901,0.00009536597,0.0004483398],"genre_scores_gemma":[0.9954829,0.0000100205,0.0033168,0.000002040256,7.745872e-7,0.00001361208,0.001072042,0.00000512488,0.00009661173],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4681922,"threshold_uncertainty_score":0.9309341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1074789847914586,"score_gpt":0.2962172923565303,"score_spread":0.1887383075650717,"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."}}