{"id":"W4285455643","doi":"","title":"Multibody approach for reactive transport and poromechanical modeling in discontinuous porous media","year":2021,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Heat and Mass Transfer in Porous Media","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Porous medium; Poromechanics; Computer science; Geology; Porosity; Geotechnical 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005046132,0.0008697158,0.001204865,0.001052324,0.000800138,0.001425435,0.001398144,0.002771547,0.002343501],"category_scores_gemma":[0.001717767,0.0005588109,0.001041356,0.0006511376,0.001861496,0.001164383,0.001651006,0.001674919,0.000338012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008752004,"about_ca_system_score_gemma":0.0007231247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005369596,"about_ca_topic_score_gemma":0.002965448,"domain_scores_codex":[0.9997407,0.00009776093,0.00001216458,0.00004222999,0.00007729434,0.00002981856],"domain_scores_gemma":[0.999403,0.0003600945,0.00005518406,0.00004134395,0.00009106749,0.00004941951],"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":[0.00003141802,0.00005112602,0.0002070967,0.00007872726,0.0000301204,0.0001355297,0.00008269728,0.9377974,0.003622025,0.05343823,0.0003180161,0.004207686],"study_design_scores_gemma":[0.000003576195,0.000004242056,0.00002007747,0.000002148582,0.000001592135,0.000005774496,0.000007147735,0.9953435,0.0001390103,0.004242758,0.0002277764,0.000002374205],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.04669498,0.0006796723,0.9383035,0.0008426452,0.0002474596,0.00006376468,0.0001173957,0.0001667234,0.01288379],"genre_scores_gemma":[0.8747751,0.0009761481,0.09506896,0.0003358434,0.0002831351,0.0003850126,0.0001652918,0.0002787388,0.02773176],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.005369596,"threshold_uncertainty_score":0.01067668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01987738892761045,"score_gpt":0.2188007239321237,"score_spread":0.1989233350045133,"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."}}