{"id":"W4406080320","doi":"10.1016/j.gete.2024.100631","title":"An international study on THM modelling of the full-scale heater experiment at Mont Terri laboratory","year":2025,"lang":"en","type":"article","venue":"Geomechanics for Energy and the Environment","topic":"Spacecraft and Cryogenic Technologies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Nuclear Waste Management Organization","funders":"Lawrence Berkeley National Laboratory; Institute of Rock and Soil Mechanics, Chinese Academy of Sciences; Canadian Nuclear Safety Commission; Korea Atomic Energy Research Institute; Technische Universität Bergakademie Freiberg; State Key Laboratory of Geomechanics and Geotechnical Engineering; Eidgenössisches Nuklearsicherheitsinspektorat; Sandia National Laboratories; Helmholtz-Zentrum für Umweltforschung; National Weather Service; Chinese Academy of Sciences; U.S. Department of Energy; Baltimore Gas and Electric Company; Japan Atomic Energy Agency; Korea Institute of Geoscience and Mineral Resources; Nuclear Waste Management Organization; Nationale Genossenschaft für die Lagerung radioaktiver Abfälle","keywords":"Scale (ratio); Environmental science; Geography","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001187918,0.0006775761,0.0008444014,0.0003470764,0.0008090757,0.001731338,0.001434688,0.001613012,0.004637789],"category_scores_gemma":[0.001459918,0.0003763874,0.0008611419,0.0006494104,0.0006486075,0.001747441,0.0007074397,0.00128014,0.0004637849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001326393,"about_ca_system_score_gemma":0.001120477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03357494,"about_ca_topic_score_gemma":0.0184829,"domain_scores_codex":[0.9997174,0.0001209374,0.00001386175,0.0000509672,0.00005370907,0.000043032],"domain_scores_gemma":[0.9992494,0.0003931126,0.00004241163,0.0001107948,0.0001472192,0.00005704322],"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":[0.0001502605,0.0001011738,0.003175982,0.00005165797,0.00002738802,0.00006778388,0.00006223568,0.9860814,0.002289759,0.002536423,0.0009665587,0.004489413],"study_design_scores_gemma":[0.0000257513,0.00003998116,0.001847363,0.00000665105,0.000009396173,0.000007116337,0.00006099631,0.995892,0.0006570424,0.0004584555,0.000984733,0.00001041306],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8479891,0.0008704881,0.0644253,0.002287779,0.0002136743,0.0001482754,0.001707499,0.001048544,0.08130939],"genre_scores_gemma":[0.981768,0.0002537213,0.009795316,0.0001133795,0.00003455554,0.00007044907,0.0005796208,0.0002689858,0.007115957],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03357494,"threshold_uncertainty_score":0.06675905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006539183487237007,"score_gpt":0.1871637321362476,"score_spread":0.1806245486490106,"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."}}