{"id":"W4405835101","doi":"10.1016/j.gete.2024.100632","title":"Numerical simulation of solute transport in argillaceous rock under thermal gradient with a coupled THM-solute transport model","year":2024,"lang":"en","type":"article","venue":"Geomechanics for Energy and the Environment","topic":"Groundwater flow and contamination studies","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Nuclear Safety Commission; University of Ottawa","funders":"Institut de Radioprotection et de SÛreté Nucléaire","keywords":"Geotechnical engineering; Thermal; Temperature gradient; Geology; Materials science; Soil science; Mechanics; Thermodynamics; Physics","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":[0.0002462093,0.0001745601,0.0002209792,0.00003359329,0.0001119842,0.000007462617,0.0000982551,0.00005662232,0.00006671866],"category_scores_gemma":[7.313115e-7,0.0001119323,0.00008299139,0.00008363371,0.00007351465,0.00007439392,0.00003072182,0.00006482148,0.000003039476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009149466,"about_ca_system_score_gemma":0.000006958363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001934039,"about_ca_topic_score_gemma":0.0002328436,"domain_scores_codex":[0.9989058,0.0000220718,0.0002528394,0.000314038,0.0002625438,0.0002426517],"domain_scores_gemma":[0.9996915,0.00006157823,0.00004926831,0.0001516353,0.00000277307,0.00004328257],"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":[0.0002318642,0.00006798351,0.0001158268,0.00001437666,0.00006048959,0.000004063232,0.0009242154,0.9858904,0.0006238031,0.00900607,0.000001309615,0.00305958],"study_design_scores_gemma":[0.001204026,0.000124862,0.00103319,0.00001613971,0.00007658923,0.000002856442,0.00009740861,0.9908115,0.000269187,0.004137632,0.002067128,0.0001594641],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2744236,0.0002108674,0.724822,0.0002212258,0.00003625964,0.0002068448,0.000009669089,0.00001224133,0.00005726878],"genre_scores_gemma":[0.9981858,0.0001691425,0.0002050947,0.00009196078,0.00001005986,0.0001374002,0.00001661829,0.00002039194,0.001163576],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7246169,"threshold_uncertainty_score":0.4564465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007876597553009547,"score_gpt":0.1876918540611781,"score_spread":0.1798152565081686,"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."}}