{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001773473,0.000560461,0.0002662145,0.00169982,0.0006487088,0.001259027,0.0005042739,0.0005507449,0.002619033],"category_scores_gemma":[0.001893604,0.0001976535,0.0002515405,0.001792792,0.00176903,0.001509873,0.0008871745,0.000452965,0.00039376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001573782,"about_ca_system_score_gemma":0.0004638786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002889245,"about_ca_topic_score_gemma":0.006832709,"domain_scores_codex":[0.9993002,0.0001458532,0.000065188,0.0001611744,0.00022247,0.0001050048],"domain_scores_gemma":[0.9988121,0.0002808524,0.0001895452,0.0001249264,0.0005415977,0.00005094139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005827797,0.0001877394,0.2144901,0.0015352,0.0001465322,0.002015625,0.005704788,0.1276712,0.02641153,0.05823829,0.005418494,0.5575976],"study_design_scores_gemma":[0.00002864715,0.003798408,0.4503832,0.001237074,0.0004796583,0.006481262,0.01217854,0.03450199,0.1369216,0.01653973,0.3371635,0.0002865353],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8507807,0.01145863,0.02625333,0.000845352,0.00007738588,0.00004289997,0.00035388,0.0002354418,0.1099524],"genre_scores_gemma":[0.9835613,0.005217896,0.005580858,0.00004855385,0.00002958548,0.0000165494,0.0002231408,0.00005343063,0.005268685],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002889245,"threshold_uncertainty_score":0.0114187,"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."}}