{"id":"W3097367492","doi":"10.1139/cgj-2019-0611","title":"Reliability assessment of slopes with three-dimensional rotated transverse anisotropy in soil properties","year":2020,"lang":"en","type":"article","venue":"Canadian Geotechnical Journal","topic":"Geotechnical Engineering and Analysis","field":"Engineering","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Anisotropy; Geology; Transverse plane; Layering; Isotropy; Geotechnical engineering; Perpendicular; Soil water; Rotation (mathematics); Geometry; Soil science; Mathematics; Engineering; Structural engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002338903,0.0001928523,0.0003748329,0.0001814349,0.00005474628,0.00002414809,0.0002327159,0.0001497029,0.00009706729],"category_scores_gemma":[0.00006687867,0.0001527463,0.0001452658,0.0005630138,0.00009412802,0.0001095593,0.00001347829,0.000903308,0.000003081174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002469286,"about_ca_system_score_gemma":0.0003592644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004093559,"about_ca_topic_score_gemma":0.004611114,"domain_scores_codex":[0.9986355,0.00002867926,0.0004575032,0.0001884603,0.0002871934,0.0004026617],"domain_scores_gemma":[0.9990134,0.00002294641,0.00003674275,0.000173077,0.0000924511,0.0006613315],"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":[0.00001401109,0.00001647309,0.0004002106,0.00004886021,0.00004690289,0.0001041824,0.00001809554,0.9943136,0.004053969,0.00003658866,0.0001859482,0.0007611855],"study_design_scores_gemma":[0.0005068238,0.0001722579,0.006481887,0.0001332649,0.00004444599,0.00004519712,0.00001995085,0.9897566,0.0004396377,0.00004240988,0.002118913,0.0002385838],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7996897,0.0004210758,0.1955044,0.003271559,0.0001017102,0.0003497071,0.00006240887,0.0004705021,0.0001289786],"genre_scores_gemma":[0.9945952,0.00002533822,0.005199553,0.00009634644,0.0000385598,0.000007985112,0.000004114944,0.00002930286,0.000003623734],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1949055,"threshold_uncertainty_score":0.6228815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01021297291211747,"score_gpt":0.1864834509646962,"score_spread":0.1762704780525787,"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."}}