{"id":"W4378216187","doi":"10.1201/9781003416753-23","title":"Design considerations of earth reinforced structures using inextensible reinforcements in heavy load surcharge support capacity","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Geotechnical Engineering and Soil Stabilization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reinforcement; Reinforced concrete; Structural engineering; Geotechnical engineering; Earth (classical element); Geology; Materials science; Engineering; Mathematics","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":[0.0003374207,0.0003533236,0.000100509,0.0003549114,0.0002051481,0.0004998125,0.0006008851,0.0003267269,0.001409713],"category_scores_gemma":[0.0003800481,0.0002034689,0.0001081104,0.0001296625,0.0002613199,0.0003082308,0.0002766367,0.0002489608,0.0004105283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003513818,"about_ca_system_score_gemma":0.0003640018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001507105,"about_ca_topic_score_gemma":0.005318763,"domain_scores_codex":[0.9996303,0.0000824288,0.000009468718,0.00002165954,0.0002282473,0.00002794487],"domain_scores_gemma":[0.9998307,0.00005040146,0.00003164226,0.00001478135,0.00005979936,0.00001265696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001483566,0.0000812749,0.003525779,0.0003819451,0.00002078792,0.001065493,0.0005871252,0.3944317,0.3085769,0.02806894,0.001961411,0.2611505],"study_design_scores_gemma":[0.00008482064,0.002132855,0.01702856,0.0004975203,0.00009591229,0.002591738,0.001465743,0.5172611,0.2678313,0.01458488,0.1763315,0.00009406041],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.4634208,0.001796573,0.4182546,0.0004317252,0.00007384369,0.0001849912,0.0001166163,0.0005836189,0.1151372],"genre_scores_gemma":[0.8953971,0.0007250581,0.07287095,0.00005487281,0.00001841068,0.00006713956,0.00006740028,0.0000552765,0.03074385],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.001507105,"threshold_uncertainty_score":0.004715919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06497388658582272,"score_gpt":0.233872725766757,"score_spread":0.1688988391809343,"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."}}