{"id":"W2050201801","doi":"10.1680/gein.9.0224","title":"Global Level of Safety and Performance of Geosynthetic Walls: An Historical Perspective","year":2002,"lang":"en","type":"article","venue":"Geosynthetics International","topic":"Geotechnical Engineering and Soil Stabilization","field":"Engineering","cited_by":81,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Military College of Canada","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Geosynthetics; Reinforcement; Stiffness; Geotechnical engineering; Foundation (evidence); Structural engineering; Engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00009136871,0.00009956223,0.0001492595,0.00006204646,0.00001800181,0.000005625295,0.0001517312,0.00007452354,0.0001124801],"category_scores_gemma":[0.00008744723,0.0001041349,0.00004636159,0.00009409341,0.0000534254,0.00007600297,0.00002972952,0.00007562321,0.000003294476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003023972,"about_ca_system_score_gemma":0.00000451866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004853217,"about_ca_topic_score_gemma":0.00001656319,"domain_scores_codex":[0.9992828,0.000009721707,0.0002574487,0.00012298,0.0002165934,0.0001103912],"domain_scores_gemma":[0.9996001,0.00002805186,0.00003933596,0.000141772,0.0001410424,0.00004968799],"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":[0.00006647279,0.0003011407,0.002579491,0.0001480785,0.0001159113,0.000001889087,0.001017262,0.9059575,0.0008625508,0.03767214,0.0001380909,0.05113947],"study_design_scores_gemma":[0.0002027622,0.0001073547,0.01156814,0.00003882438,0.00001618892,0.00001590379,0.00004925609,0.9850682,0.0002726634,0.0004162078,0.002112053,0.0001324287],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.954819,0.0006191969,0.02876297,0.0002013355,0.000665387,0.0001019099,0.0001965387,0.0001578706,0.01447576],"genre_scores_gemma":[0.9987387,0.0003539478,0.00073401,0.000002872489,0.00002800679,0.000002125312,0.000004421408,0.00001147299,0.0001244464],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07911071,"threshold_uncertainty_score":0.4246497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02815927890019358,"score_gpt":0.2266302478595626,"score_spread":0.198470968959369,"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."}}