{"id":"W2758423037","doi":"10.1007/s12205-017-1052-5","title":"The Probabilistic Stability Analysis of Saturated-Unsaturated MH and CL Soil Slope with Rainfall Infiltration","year":2017,"lang":"en","type":"article","venue":"KSCE Journal of Civil Engineering","topic":"Soil and Unsaturated Flow","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Infiltration (HVAC); Geotechnical engineering; Hydraulic conductivity; Slope stability; Vegetation and slope stability; Soil science; Vadose zone; Soil water; Suction; Environmental science; Hydrology (agriculture); Geology; Groundwater; Materials science; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005558833,0.0002138001,0.000440479,0.0001889619,0.0001676915,0.0002147798,0.0002969235,0.0001025064,0.00001030889],"category_scores_gemma":[0.0004107424,0.0001384423,0.000112199,0.0003930268,0.00009881781,0.0004218161,0.00002341256,0.000438988,3.365377e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006483155,"about_ca_system_score_gemma":0.0000550039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001734132,"about_ca_topic_score_gemma":0.0009966396,"domain_scores_codex":[0.9987811,0.00002610242,0.0005415753,0.0001189766,0.0002884639,0.0002437402],"domain_scores_gemma":[0.9985951,0.0002170931,0.0003153119,0.0003986364,0.0003608775,0.0001130128],"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":[0.0001293009,0.00002316076,0.005196888,0.0001807422,0.001779135,0.00001804072,0.0006224888,0.9619087,0.02693449,0.0001742346,0.0001021022,0.002930728],"study_design_scores_gemma":[0.0009380893,0.0001797278,0.2177787,0.0002586361,0.001113297,0.0000713469,0.0001687491,0.7690049,0.009402023,0.0000612346,0.0006353653,0.0003878481],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943517,0.0009063816,0.003435291,0.00009792495,0.0003294722,0.0001105826,0.000008501692,0.00005809806,0.0007020335],"genre_scores_gemma":[0.9992897,0.0002715717,0.0003118957,0.000003833613,0.00007922438,0.000002938303,0.000003297768,0.00002559502,0.00001194103],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2125818,"threshold_uncertainty_score":0.5645511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00870038845078466,"score_gpt":0.196509738729699,"score_spread":0.1878093502789143,"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."}}