{"id":"W4403596967","doi":"10.1007/978-981-97-8241-3_36","title":"A Perspective on Stabilizing Landslides and Slopes in Challenging Terrain Using Rigid Structural Elements","year":2024,"lang":"en","type":"book-chapter","venue":"Lecture notes in civil engineering","topic":"Geotechnical Engineering and Soil Stabilization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"BGC Engineering (Canada)","funders":"","keywords":"Landslide; Terrain; Geology; Perspective (graphical); Geotechnical engineering; Geomorphology; Geometry; Geography; Cartography; Mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004157259,0.001082264,0.0007088589,0.000776424,0.0004882637,0.001227187,0.001395736,0.001547573,0.006589953],"category_scores_gemma":[0.0006162543,0.0004603498,0.0006788931,0.000844341,0.002315237,0.001537911,0.0009776824,0.002020204,0.001120175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007617863,"about_ca_system_score_gemma":0.000354337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002061477,"about_ca_topic_score_gemma":0.003572472,"domain_scores_codex":[0.9998288,0.00005484035,0.000007400461,0.00002751837,0.00007021127,0.00001121897],"domain_scores_gemma":[0.9998289,0.00009727904,0.00001332982,0.00002277925,0.00002939727,0.000008217197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001003824,0.0000238679,0.00005371057,0.0001870353,0.00001592352,0.00005919194,0.00009390644,0.1522217,0.001559172,0.8097698,0.004518848,0.03148686],"study_design_scores_gemma":[0.00001047899,0.00006164205,0.0001428825,0.0001299042,0.00001397193,0.00005796603,0.0001258722,0.1495328,0.0009502521,0.7741312,0.07482503,0.00001804132],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.007255785,0.0229605,0.8225166,0.004565354,0.001961053,0.00003613921,0.0001456299,0.0001693146,0.1403896],"genre_scores_gemma":[0.4208606,0.07277724,0.333268,0.001812401,0.003922732,0.0002231586,0.0002821753,0.0003363128,0.1665174],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.006589953,"threshold_uncertainty_score":0.02204555,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0106269362744755,"score_gpt":0.2293260330778064,"score_spread":0.2186990968033309,"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."}}