{"id":"W1977757525","doi":"10.1016/j.enggeo.2014.04.003","title":"A coupled hydro-mechanical model for simulation of gas migration in host sedimentary rocks for nuclear waste repositories","year":2014,"lang":"en","type":"article","venue":"Engineering Geology","topic":"Rock Mechanics and Modeling","field":"Engineering","cited_by":79,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Nuclear Safety Commission; University of Ottawa","funders":"Canadian Nuclear Safety Commission","keywords":"Sedimentary rock; Radioactive waste; Permeability (electromagnetism); Hydraulic fracturing; Petroleum engineering; Geology; Geotechnical engineering; Porosity; Gaseous diffusion; Environmental science; Waste management; Engineering; Geochemistry; Chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001538849,0.0001232593,0.0002178366,0.0001046543,0.00002839118,0.000006094334,0.00007394086,0.000133104,0.000001299974],"category_scores_gemma":[0.00007150984,0.0001444122,0.0000592812,0.00005202793,0.0000031405,0.00006653416,0.00001998127,0.00007841118,3.666292e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004118074,"about_ca_system_score_gemma":0.000005507101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002038582,"about_ca_topic_score_gemma":0.00001989346,"domain_scores_codex":[0.9992774,0.000004735468,0.0002974316,0.000151169,0.00005726742,0.0002120004],"domain_scores_gemma":[0.9996325,0.0001232192,0.00003524694,0.0001328454,0.00004252267,0.00003359987],"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":[0.00002904494,0.000008819252,0.00000421676,0.0001004129,0.00001520632,1.331721e-7,0.0002577289,0.8983986,0.09971361,0.00137828,0.00001335871,0.00008059692],"study_design_scores_gemma":[0.0005603062,0.0001039994,0.000002164796,0.00002691855,0.00001531275,0.000001287841,0.00001754521,0.9896526,0.008553342,0.000619171,0.0003165694,0.0001307779],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4267717,0.00002610745,0.5726742,0.00002545395,0.0002533756,0.0001760498,0.000002704878,0.00006725235,0.000003101951],"genre_scores_gemma":[0.986829,0.000007817246,0.01287501,0.00001504128,0.0001332316,0.00005326109,0.00002953436,0.00004734264,0.000009760516],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5600573,"threshold_uncertainty_score":0.588896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007488938043589648,"score_gpt":0.2029407808272947,"score_spread":0.195451842783705,"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."}}