{"id":"W4412474802","doi":"10.1016/j.ijrmms.2025.106155","title":"Investigation of physical mechanisms behind full-scale engineered barrier systems through coupled thermal-hydraulic-mechanical (THM) simulations","year":2025,"lang":"en","type":"article","venue":"International Journal of Rock Mechanics and Mining Sciences","topic":"Landslides and related hazards","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Canadian Nuclear Safety Commission; National Central University; Ministry of Science and Technology, Taiwan; Nuclear Waste Management Organization","keywords":"Thermal hydraulics; Thermal; Geotechnical engineering; Scale (ratio); Geology; Engineering; Materials science; Mechanics; Heat transfer; Physics; Thermodynamics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002723698,0.0005298066,0.0008359836,0.0006442156,0.0007988604,0.001206571,0.001232461,0.001862954,0.003659954],"category_scores_gemma":[0.001864583,0.0005577716,0.0007740308,0.0003421892,0.001359594,0.0009694388,0.001083357,0.0009701151,0.0002599179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008064478,"about_ca_system_score_gemma":0.001265923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01383503,"about_ca_topic_score_gemma":0.007806314,"domain_scores_codex":[0.9998585,0.0000273442,0.000007914453,0.00002654059,0.00002930842,0.00005040797],"domain_scores_gemma":[0.999393,0.0002779782,0.0000921325,0.00006485014,0.00009007862,0.00008204608],"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":[0.00002397203,0.00004853441,0.001212084,0.00002521881,0.0000188683,0.00009304874,0.00002936465,0.993529,0.001937288,0.002301489,0.0001369769,0.0006441509],"study_design_scores_gemma":[0.00001086783,0.000009787384,0.0004095793,0.00000254077,0.000003913784,0.000007388314,0.00001811939,0.9988219,0.0001545454,0.0004874744,0.00006951379,0.000004393495],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9395413,0.0003178357,0.03805132,0.0006578845,0.00009487676,0.00009648626,0.0005891344,0.0004005214,0.02025059],"genre_scores_gemma":[0.9967795,0.00007067886,0.002023957,0.00003563044,0.000007804938,0.00003261126,0.0000755344,0.00002762255,0.000946608],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01383503,"threshold_uncertainty_score":0.02750903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01115562374513985,"score_gpt":0.2498750887074913,"score_spread":0.2387194649623514,"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."}}