{"id":"W2001340985","doi":"10.1680/geng.2005.158.2.83","title":"Numerical modelling of groundwater pumping processes","year":2005,"lang":"en","type":"article","venue":"Proceedings of the Institution of Civil Engineers - Geotechnical Engineering","topic":"Soil and Unsaturated Flow","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Engineering and Physical Sciences Research Council; University of Ottawa","keywords":"Phreatic; Dewatering; Groundwater; Finite element method; Groundwater model; Boundary value problem; Numerical analysis; Field (mathematics); Environmental science; Geotechnical engineering; Groundwater flow; Computer science; Geology; Aquifer; Engineering; Mathematics; Structural engineering","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002180074,0.0002844916,0.0004459894,0.0002388016,0.00003727004,0.0000149805,0.0004837915,0.0002308842,0.000009035592],"category_scores_gemma":[0.0002019132,0.000236763,0.0001782218,0.0009240781,0.0001053207,0.0004535231,0.00006549626,0.0004354552,0.000001542587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009474624,"about_ca_system_score_gemma":0.00003790312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001369348,"about_ca_topic_score_gemma":0.000001134596,"domain_scores_codex":[0.998347,0.000001834558,0.0007095656,0.0001954306,0.0004051444,0.0003409902],"domain_scores_gemma":[0.9992937,0.00005276676,0.0001320948,0.0001603359,0.0002782627,0.00008279351],"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":[0.00001147982,0.00004341493,0.00002681312,0.001234009,0.0000585512,1.663424e-7,0.0001313876,0.9708784,0.02501612,0.002232581,0.00003711505,0.0003299621],"study_design_scores_gemma":[0.0002149072,0.00002962931,0.00005532049,0.0005125074,0.00003811533,0.00001226132,0.00001817854,0.7303862,0.2673929,0.00005153307,0.001085599,0.000202849],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6166022,0.001032921,0.3777309,0.0001699096,0.0005201498,0.0004195743,0.00001049832,0.0008601083,0.002653772],"genre_scores_gemma":[0.9956865,0.0001277435,0.00398163,0.000006790834,0.0001165286,0.0000214291,0.000001567674,0.00004615302,0.00001168454],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3790843,"threshold_uncertainty_score":0.9654914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01110891905836218,"score_gpt":0.1831797431043271,"score_spread":0.1720708240459649,"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."}}