{"id":"W4285899978","doi":"10.1061/(asce)gm.1943-5622.0002480","title":"Investigation and Modification of a CSSM-Based Elastic–Thermoviscoplastic Model for Clay","year":2022,"lang":"en","type":"article","venue":"International Journal of Geomechanics","topic":"Geotechnical Engineering and Soil Mechanics","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal; KGS Group (Canada); University of Manitoba","funders":"","keywords":"Consolidation (business); Critical state soil mechanics; Geotechnical engineering; Soil mechanics; Viscoplasticity; Constitutive equation; Materials science; Constant (computer programming); Mechanics; Finite element method; Soil water; Geology; Structural engineering; Engineering; Soil science; Physics; Computer science","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":[0.0004112131,0.0004235118,0.0004166347,0.0003867841,0.000217802,0.0005741527,0.001308692,0.0009031545,0.0008055504],"category_scores_gemma":[0.0009120083,0.0002868503,0.0005437277,0.0002538837,0.0004543709,0.0005436334,0.0004261477,0.0006807583,0.0002555034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005074786,"about_ca_system_score_gemma":0.0008086159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004396073,"about_ca_topic_score_gemma":0.004626573,"domain_scores_codex":[0.9997984,0.0000401115,0.00001088568,0.00003097115,0.0000997775,0.00002001031],"domain_scores_gemma":[0.9996415,0.0001349824,0.00005470942,0.00006486905,0.00008390309,0.00002002298],"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":[0.00003872755,0.00007341234,0.001309172,0.00007424916,0.00001375506,0.0001745122,0.00006476312,0.9380677,0.0375232,0.006512076,0.0002433721,0.015905],"study_design_scores_gemma":[0.000001841802,0.0000123962,0.000140763,0.000002750917,0.000001865842,0.00001810249,0.000003989108,0.9978805,0.001357062,0.0001934393,0.0003846329,0.00000271795],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1972011,0.0003191188,0.790706,0.0002562073,0.0000948344,0.0001327639,0.0002012413,0.0004711688,0.0106176],"genre_scores_gemma":[0.9333978,0.0002286459,0.06163968,0.00004765919,0.00002129622,0.0001171062,0.000135474,0.00009261514,0.004319833],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004396073,"threshold_uncertainty_score":0.008740962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02087335239046637,"score_gpt":0.2276118339543602,"score_spread":0.2067384815638938,"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."}}