{"id":"W1120386306","doi":"","title":"Modeling of delayed failure of embankments due to water infiltration","year":2014,"lang":"en","type":"article","venue":"Architecture Civil Engineering Environment","topic":"Soil and Unsaturated Flow","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Geotechnical engineering; Discontinuity (linguistics); Cohesion (chemistry); Constitutive equation; Plasticity; Infiltration (HVAC); Soil water; Saturation (graph theory); Materials science; Geology; Mechanics; Structural engineering; Finite element method; Mathematics; Engineering; Soil science; Composite material; Chemistry; Physics","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":[0.00008994506,0.0001959792,0.0002422846,0.0001364395,0.00001426161,0.000004945823,0.0001280925,0.00008450314,0.00003820219],"category_scores_gemma":[0.00001089605,0.0001574697,0.00006552097,0.00006469766,0.000009766112,0.0000361955,0.00003553154,0.000152988,0.00001454155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003343564,"about_ca_system_score_gemma":0.000002075036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009362268,"about_ca_topic_score_gemma":0.00001913348,"domain_scores_codex":[0.9991201,0.000007949694,0.0002773616,0.0001522945,0.0002027869,0.0002395641],"domain_scores_gemma":[0.9996012,0.00002113256,0.00001458497,0.0002744392,0.000007495169,0.00008108372],"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":[0.000004868075,0.00001166346,0.0000248713,0.00005568306,0.00004829654,7.347433e-7,0.0003992475,0.8201174,0.1782381,0.00003590348,0.00001870725,0.001044528],"study_design_scores_gemma":[0.0002633705,0.00007997137,0.0004595182,0.00005144399,0.00002491544,0.000006342807,0.000007919357,0.871062,0.1264974,0.000106037,0.001210509,0.0002305385],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5865601,0.00002439905,0.4129694,0.00003743564,0.00009767394,0.0001018602,0.000006191759,0.0000768901,0.0001259785],"genre_scores_gemma":[0.9929789,0.000005601311,0.006860801,0.00001642292,0.00004074756,0.00002231981,0.00002263242,0.00004416299,0.000008364913],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4064188,"threshold_uncertainty_score":0.6421427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003018709232835195,"score_gpt":0.1485401039327845,"score_spread":0.1455213946999493,"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."}}