{"id":"W3183577452","doi":"10.1016/j.compgeo.2021.104365","title":"A two-scale hydro-mechanical-damage model for simulation of preferential gas flow in saturated clayey host rocks for nuclear repository","year":2021,"lang":"en","type":"article","venue":"Computers and Geotechnics","topic":"Rock Mechanics and Modeling","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada; CMC Microsystems","keywords":"Advection; Flow (mathematics); Porosity; Mechanics; Stress (linguistics); Fracture (geology); Geotechnical engineering; Geology; Materials science; Physics; Thermodynamics","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":[0.00008082574,0.0001253486,0.000225252,0.00005895805,0.00006728031,0.00003315452,0.00008812887,0.0001459672,6.131608e-7],"category_scores_gemma":[0.00001070878,0.0001411262,0.00007774994,0.0000825186,0.000004742088,0.00006807131,0.00007106396,0.0001189342,9.252203e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002929457,"about_ca_system_score_gemma":0.00001932445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004240774,"about_ca_topic_score_gemma":0.00001338035,"domain_scores_codex":[0.999245,0.00000821285,0.0002816268,0.0002177218,0.00006980485,0.0001775909],"domain_scores_gemma":[0.9995782,0.00004720206,0.0000432684,0.0001881066,0.00009595369,0.00004725801],"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":[0.00003524975,0.00002265921,2.031764e-7,0.0001162615,0.00001339326,8.780708e-7,0.0001181573,0.9447253,0.05119603,0.0002495674,0.00006450737,0.003457835],"study_design_scores_gemma":[0.0008816848,0.00005351033,0.000001128563,0.00009369834,0.00002157493,0.000002422351,0.00002024418,0.9857012,0.01144846,0.001392577,0.0002328146,0.0001506505],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2233237,0.0001012211,0.7760053,0.00001607344,0.0001770814,0.0002548707,0.00002237618,0.00008242889,0.00001690223],"genre_scores_gemma":[0.9591558,0.00005316384,0.04061128,0.00002557226,0.00004991213,0.00001295734,0.00004223822,0.00003575896,0.00001333641],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7358321,"threshold_uncertainty_score":0.5754961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01307084736644164,"score_gpt":0.2200616975392835,"score_spread":0.2069908501728418,"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."}}