{"id":"W4392213673","doi":"","title":"Numerical modeling of underground openings behavior with a viscoplastic approach","year":2007,"lang":"fr","type":"preprint","venue":"theses.fr (ABES)","topic":"Geotechnical Engineering and Underground Structures","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Viscoplasticity; Numerical modeling; Geotechnical engineering; Geology; Engineering; Structural engineering; Finite element method; Constitutive equation; Geophysics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003293913,0.0005963746,0.0006370722,0.0008299767,0.000549348,0.001458569,0.001204223,0.002283259,0.003447927],"category_scores_gemma":[0.00124196,0.0007171862,0.0009845091,0.0007983122,0.0007810542,0.0008179881,0.0008476307,0.0008769267,0.0006432671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008688473,"about_ca_system_score_gemma":0.001317123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01345795,"about_ca_topic_score_gemma":0.007487623,"domain_scores_codex":[0.9998349,0.00003495413,0.00001355193,0.00003356762,0.00005326434,0.00002973965],"domain_scores_gemma":[0.9995806,0.0002106194,0.00007709094,0.00003457984,0.00006427572,0.00003294466],"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":[0.00001411702,0.00001263917,0.0003873837,0.00001936992,0.000005888211,0.00004181027,0.00002674541,0.9943137,0.00138998,0.001686905,0.00007104981,0.002030421],"study_design_scores_gemma":[0.000001869216,0.000005134375,0.00006857301,0.000003490484,0.000001792388,0.0000064933,0.000007767172,0.999258,0.0001740272,0.0002231763,0.0002461715,0.000003541187],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2856797,0.001030065,0.6772599,0.0008187239,0.0002333698,0.0001891429,0.0006261425,0.001101309,0.0330616],"genre_scores_gemma":[0.9293569,0.0008215114,0.0550448,0.00006450814,0.00004966529,0.0001683775,0.0002241127,0.0001463332,0.01412381],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01345795,"threshold_uncertainty_score":0.02675927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02110739308135539,"score_gpt":0.2365923596503541,"score_spread":0.2154849665689987,"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."}}