{"id":"W2133983843","doi":"10.5194/hess-13-69-2009","title":"Influence of aquifer and streambed heterogeneity on the distribution of groundwater discharge","year":2009,"lang":"en","type":"article","venue":"Hydrology and earth system sciences","topic":"Groundwater flow and contamination studies","field":"Environmental Science","cited_by":135,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"European Commission","keywords":"Aquifer; Groundwater; Groundwater discharge; Groundwater flow; Hydrology (agriculture); Soil science; Groundwater model; Environmental science; Geology; Permeability (electromagnetism); Homogeneous; Geotechnical engineering; Chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003464317,0.0003199086,0.0002893514,0.0004161812,0.0002740065,0.0006171006,0.000314797,0.0002938005,0.0006860541],"category_scores_gemma":[0.001146505,0.0001786928,0.0003054526,0.0003995965,0.0004557901,0.0004090571,0.0003245859,0.0002041144,0.00005762395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001216058,"about_ca_system_score_gemma":0.000542276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01531921,"about_ca_topic_score_gemma":0.009089614,"domain_scores_codex":[0.9998109,0.00005413651,0.0000110777,0.0000485477,0.00002442953,0.00005089653],"domain_scores_gemma":[0.9994062,0.0003619417,0.00007784941,0.00003537599,0.00007326077,0.0000453824],"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":[0.0001005993,0.00004607061,0.02755961,0.00001510298,0.0000247037,0.0001107618,0.00002208947,0.9621117,0.007687392,0.0003296192,0.00004660327,0.001945914],"study_design_scores_gemma":[0.00003701671,0.0001419309,0.0217576,0.000004932883,0.00002712343,0.00003204708,0.00008695223,0.970425,0.007006506,0.0003402786,0.0001234392,0.00001711788],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974335,0.00001423289,0.001912317,0.00001192187,0.000001639261,0.0000068727,0.0001023818,0.0000219874,0.0004951609],"genre_scores_gemma":[0.9996938,0.000007589251,0.0001941243,0.000002017738,2.941289e-7,0.000002279667,0.00003094287,0.000002090768,0.00006696313],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01531921,"threshold_uncertainty_score":0.03046006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01094687678241882,"score_gpt":0.2174465155622311,"score_spread":0.2064996387798123,"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."}}