{"id":"W2152939069","doi":"10.1139/t01-068","title":"A simplified method to estimate saturated and unsaturated seepage through dikes under steady-state conditions","year":2001,"lang":"en","type":"article","venue":"Canadian Geotechnical Journal","topic":"Groundwater flow and contamination studies","field":"Environmental Science","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Dike; Geotechnical engineering; Geology; Homogeneous; Flow (mathematics); Water table; Petrology; Groundwater; Mathematics; Geometry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"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":[0.000370193,0.0001942888,0.0002174272,0.0001016818,0.0007618234,0.0001951873,0.0002045277,0.0001041348,0.0006743608],"category_scores_gemma":[0.00006171191,0.000164729,0.0000497889,0.000478083,0.0001604732,0.0003021943,0.00008757132,0.000466718,0.0001841954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004131391,"about_ca_system_score_gemma":0.00006480134,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0138573,"about_ca_topic_score_gemma":0.0435737,"domain_scores_codex":[0.9984751,0.0001470514,0.0003007456,0.0002935338,0.0002266279,0.0005569061],"domain_scores_gemma":[0.9989009,0.00007348727,0.00006937064,0.000158533,0.00004391375,0.0007537729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004263941,0.0003894107,0.03407558,0.0000398902,0.0009203258,0.006294164,0.01264996,0.2570073,0.1308634,0.005706744,0.146304,0.4053228],"study_design_scores_gemma":[0.001515371,0.0003034151,0.5431517,0.00008498611,0.0001101469,0.003556134,0.001966079,0.008876589,0.0007516851,0.01258681,0.4259493,0.001147785],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6490277,0.00008198481,0.3383328,0.0105844,0.0001484135,0.0003357107,0.0000535601,0.0000931759,0.001342275],"genre_scores_gemma":[0.9913887,0.00003044108,0.003045426,0.003027331,0.00003278979,0.00001514157,0.00001223147,0.00001860154,0.002429275],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5090761,"threshold_uncertainty_score":0.9927095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01924694871075064,"score_gpt":0.2950528210520766,"score_spread":0.2758058723413259,"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."}}