{"id":"W4405336905","doi":"10.1016/j.gete.2024.100625","title":"Modelling flow and transport in fractured crystalline rocks by an upscaled equivalent continuous porous media method","year":2024,"lang":"en","type":"article","venue":"Geomechanics for Energy and the Environment","topic":"Groundwater flow and contamination studies","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Nuclear Safety Commission","funders":"","keywords":"Porous medium; Materials science; Geotechnical engineering; Porosity; Flow (mathematics); Mechanics; Geology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004664586,0.0005385336,0.0004675593,0.0006897164,0.0003160443,0.001016389,0.001345978,0.001662956,0.00142305],"category_scores_gemma":[0.00114016,0.0003834107,0.001205884,0.0004377496,0.00080657,0.0005691295,0.0009179146,0.0007404802,0.0001704789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008903132,"about_ca_system_score_gemma":0.001113629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01667675,"about_ca_topic_score_gemma":0.006420219,"domain_scores_codex":[0.9997811,0.00004659831,0.00001761443,0.00005467564,0.00006507988,0.00003492316],"domain_scores_gemma":[0.9993674,0.0003823719,0.00007548931,0.00005420469,0.00008789493,0.0000325775],"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":[0.00001605497,0.00003409206,0.0009400744,0.00004067301,0.00001235167,0.00006762683,0.00002352026,0.9869402,0.004327954,0.003347209,0.00009098206,0.004159203],"study_design_scores_gemma":[0.000004377505,0.000006514482,0.0001169625,0.000002602776,0.000002493861,0.000009868793,0.000003753388,0.9987131,0.0005305551,0.000393884,0.0002131055,0.000002805694],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1509343,0.0004083831,0.8398724,0.000253058,0.00007312519,0.0002125159,0.0008438008,0.0007802469,0.006622257],"genre_scores_gemma":[0.81879,0.0003806844,0.1766587,0.00007277801,0.00003271177,0.0004105585,0.0005443178,0.0001119061,0.002998535],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01667675,"threshold_uncertainty_score":0.03315938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008405435816860658,"score_gpt":0.2068176946959253,"score_spread":0.1984122588790646,"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."}}