{"id":"W2996910836","doi":"10.3390/w12010121","title":"Sobol Global Sensitivity Analysis of a Coupled Surface/Subsurface Water Flow and Reactive Solute Transfer Model on a Real Hillslope","year":2019,"lang":"en","type":"article","venue":"Water","topic":"Groundwater flow and contamination studies","field":"Environmental Science","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Subsurface flow; Surface runoff; Hydrograph; Sobol sequence; Environmental science; Hydraulic conductivity; Hydrology (agriculture); Groundwater; Infiltration (HVAC); Surface water; Soil science; Sensitivity (control systems); Soil water; Geology; Geotechnical engineering; Environmental engineering; Meteorology","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":[0.001040533,0.0008021386,0.0005679974,0.0006402236,0.0003884555,0.0005369628,0.0004517726,0.0009917133,0.001334427],"category_scores_gemma":[0.001735268,0.0002791657,0.0009167398,0.0003258114,0.0005620037,0.0003507658,0.000751581,0.0007358746,0.00005962688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001051086,"about_ca_system_score_gemma":0.0005376035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04222585,"about_ca_topic_score_gemma":0.01626482,"domain_scores_codex":[0.9997852,0.00009644124,0.000008479155,0.0000347217,0.00002121426,0.00005397325],"domain_scores_gemma":[0.9987826,0.000946192,0.00007021015,0.00005743429,0.0001017538,0.00004175561],"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":[0.00006368448,0.00003817596,0.002756004,0.00001823271,0.00003153988,0.00008002532,0.00001594169,0.9948909,0.001198356,0.0002452317,0.00006854688,0.0005934236],"study_design_scores_gemma":[0.00001258054,0.00006757222,0.001749645,0.000002630281,0.00001333185,0.000007671213,0.0000308245,0.997077,0.0007922794,0.0001687254,0.00007040337,0.00000738519],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934934,0.00005061584,0.004368413,0.00009483107,0.000007325025,0.00003447082,0.0003370101,0.000070059,0.001543945],"genre_scores_gemma":[0.9981008,0.00002125667,0.001330039,0.00002086251,0.000001561387,0.00001884311,0.0001650289,0.00001205349,0.0003295889],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04222585,"threshold_uncertainty_score":0.08396012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008388838400017256,"score_gpt":0.2088005008845958,"score_spread":0.2004116624845785,"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."}}