{"id":"W4220968953","doi":"10.1007/s11783-022-1540-9","title":"Numerical simulation of benzene transport in shoreline groundwater affected by tides under different conditions","year":2022,"lang":"en","type":"article","venue":"Frontiers of Environmental Science & Engineering","topic":"Groundwater flow and contamination studies","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University","funders":"","keywords":"Plume; Hydraulic conductivity; Aquifer; Environmental science; Groundwater; Advection; Biodegradation; Pollutant; Residence time (fluid dynamics); Hydrology (agriculture); Geology; Soil science; Geotechnical engineering; Chemistry; Meteorology; Soil water","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":[0.0001774369,0.0003659595,0.0006301089,0.0005772538,0.0007668275,0.0007310013,0.0005645916,0.001578137,0.002364783],"category_scores_gemma":[0.0009944396,0.0003555655,0.0008402709,0.0007962632,0.0007723398,0.0004249176,0.0004649668,0.0006595684,0.0001166732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001144183,"about_ca_system_score_gemma":0.001040838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06585413,"about_ca_topic_score_gemma":0.02462964,"domain_scores_codex":[0.9998925,0.00002137474,0.000007526353,0.00002077104,0.00001475487,0.0000430425],"domain_scores_gemma":[0.999429,0.0003263954,0.00006392552,0.0000304586,0.0000735252,0.00007654706],"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":[0.0001398487,0.0001117547,0.00658663,0.00002690087,0.00002595745,0.0001539018,0.0000478074,0.9888247,0.002150906,0.000684096,0.0001722202,0.001075341],"study_design_scores_gemma":[0.00003115275,0.00006292782,0.002725429,0.000003806306,0.00001007565,0.00001090806,0.00006351428,0.9963426,0.0004969577,0.0001400744,0.0001021021,0.0000104876],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944984,0.00006444877,0.001366037,0.0001490938,0.00002706743,0.00001251357,0.0003156355,0.00005740103,0.003509376],"genre_scores_gemma":[0.9982223,0.00004686629,0.0006224865,0.00001892708,0.000004468702,0.000008512744,0.0001413932,0.000006512969,0.0009285629],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06585413,"threshold_uncertainty_score":0.1309416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00414070962760404,"score_gpt":0.1889365426145207,"score_spread":0.1847958329869166,"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."}}