{"id":"W2004765786","doi":"10.1061/(asce)gm.1943-5622.0000394","title":"Numerical Analysis of an Instrumented Steel-Reinforced Soil Wall","year":2014,"lang":"en","type":"article","venue":"International Journal of Geomechanics","topic":"Geotechnical Engineering and Soil Stabilization","field":"Engineering","cited_by":83,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Military College of Canada","funders":"Universitat Politècnica de Catalunya","keywords":"Finite element method; Structural engineering; Geotechnical engineering; Hardening (computing); Constitutive equation; Numerical analysis; Geology; Boundary value problem; Engineering; Mathematics; Materials science; Composite material","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002943223,0.0001008411,0.000265383,0.000466638,0.00001068543,0.00002253994,0.0003495221,0.0000793808,0.00005228591],"category_scores_gemma":[0.0001274656,0.00009570475,0.0001738752,0.0003709777,0.000007425351,0.0001748535,0.00001889603,0.0001616999,0.000002409486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007806094,"about_ca_system_score_gemma":0.00001302928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000157681,"about_ca_topic_score_gemma":0.000005280597,"domain_scores_codex":[0.9988208,0.00001929835,0.0005240172,0.00006887557,0.0004553875,0.0001116418],"domain_scores_gemma":[0.9992179,0.00004803619,0.0001601979,0.0001277524,0.0003558443,0.0000902653],"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":[0.0000154047,0.00002180835,0.00001927085,0.000007781416,0.0005491966,0.000001794231,0.00006345191,0.9848443,0.004926709,0.002814031,0.000006471391,0.006729812],"study_design_scores_gemma":[0.0003405902,0.0001239952,0.0004104783,0.00002100322,0.0001301202,0.0000123715,0.00001456255,0.9947349,0.002834097,0.0003244243,0.0009644777,0.00008900461],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5801969,0.00001454871,0.419011,0.00004708509,0.0005191694,0.00002167448,0.00000564847,0.00005017298,0.0001338094],"genre_scores_gemma":[0.9991152,0.00003537527,0.0007016931,0.00003131921,0.00007130127,8.71414e-7,0.00001814257,0.0000148811,0.00001117656],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4189184,"threshold_uncertainty_score":0.3902726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005291556402120341,"score_gpt":0.2113525939921135,"score_spread":0.2060610375899932,"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."}}