{"id":"W4313387529","doi":"10.1007/s00603-022-03188-w","title":"DEM-Based Methodology for Simulation of Long-Term Geomechanical Performance of a Placement Room in a Deep Geological Repository","year":2022,"lang":"en","type":"article","venue":"Rock Mechanics and Rock Engineering","topic":"Rock Mechanics and Modeling","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Nuclear Waste Management Organization","funders":"","keywords":"Geology; Geotechnical engineering; Stress field; Block (permutation group theory); Deformation (meteorology); Finite element method; Structural engineering; Engineering","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":[0.0004582566,0.0001983535,0.0004171325,0.0002415962,0.0001018004,0.000005151967,0.0001541547,0.0001244602,0.00001024534],"category_scores_gemma":[0.00004629915,0.0002171815,0.00009068821,0.0001810892,3.386196e-7,0.00004935376,0.0001577994,0.0002356667,1.096829e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009478408,"about_ca_system_score_gemma":0.00002250508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002859259,"about_ca_topic_score_gemma":0.000002694374,"domain_scores_codex":[0.9986535,0.00003517301,0.000557163,0.0002519576,0.0001901798,0.0003120651],"domain_scores_gemma":[0.9993711,0.0002377044,0.00009608157,0.000179737,0.00005048181,0.00006496374],"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":[0.00009116081,0.00004145972,0.00006755788,0.0004290529,0.00003111693,0.000003240549,0.0001015871,0.9544836,0.04353283,0.0009506871,7.188864e-7,0.0002669968],"study_design_scores_gemma":[0.0007969545,0.0004314014,0.00003838783,0.00005762976,0.00003231677,0.00001116664,0.00004009913,0.9747879,0.02347741,0.00009859369,0.00002040376,0.0002077429],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3787931,0.0004070826,0.62025,0.000002821948,0.0002616907,0.0002348391,0.000005929819,0.0000429656,0.000001564181],"genre_scores_gemma":[0.9945499,0.00005718317,0.005146453,0.000008954138,0.00003057652,0.0001431563,0.00001591933,0.00004175642,0.000006148425],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6157568,"threshold_uncertainty_score":0.8856404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02589054201048423,"score_gpt":0.2448266568463579,"score_spread":0.2189361148358737,"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."}}