{"id":"W2894910081","doi":"10.1016/j.cam.2018.09.019","title":"The transport of nanoparticles in subsurface with fractured, anisotropic porous media: Numerical simulations and parallelization","year":2018,"lang":"en","type":"article","venue":"Journal of Computational and Applied Mathematics","topic":"Groundwater flow and contamination studies","field":"Environmental Science","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Regina","funders":"King Abdullah University of Science and Technology","keywords":"Porous medium; Anisotropy; Permeability (electromagnetism); Mechanics; Fluid dynamics; Porosity; Matrix (chemical analysis); Flow (mathematics); Geology; Relative permeability; Nanoparticle; Materials science; Geotechnical engineering; Chemistry; Composite material; Physics; Nanotechnology; Optics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001031791,0.00004885103,0.0001066758,0.00001539664,0.00008302216,0.00001038878,0.00003719743,0.00001403766,0.00001336133],"category_scores_gemma":[0.000007590863,0.00002809807,0.000007819001,0.00008015719,0.0001653004,0.00005860343,0.00001222312,0.00003592329,8.116847e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009330234,"about_ca_system_score_gemma":0.000007036357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002488655,"about_ca_topic_score_gemma":0.00003382723,"domain_scores_codex":[0.999455,0.000007100969,0.0002388126,0.0000452964,0.000200114,0.00005372181],"domain_scores_gemma":[0.9995854,0.0001829501,0.0001509903,0.00002513497,0.00003318979,0.00002232379],"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":[0.0005631452,0.001088631,0.2532862,0.0001414074,0.0002345014,0.00001724883,0.0624923,0.5290667,0.01302167,0.07178756,0.0001746573,0.06812602],"study_design_scores_gemma":[0.001591233,0.0002700728,0.9061513,0.0000432763,0.00006251431,0.00005913324,0.001741435,0.0303757,0.001760019,0.05720403,0.0005894959,0.0001517618],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8965186,0.00003940571,0.1031173,0.0002043907,0.000008917131,0.00004922107,9.269703e-7,0.000001569229,0.00005963261],"genre_scores_gemma":[0.9824181,0.00001109225,0.01752079,0.00002384024,0.00001195818,8.680884e-7,7.138887e-7,0.000002748879,0.000009923857],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6528652,"threshold_uncertainty_score":0.1145806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008190266978811638,"score_gpt":0.2157026562044541,"score_spread":0.2075123892256424,"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."}}