{"id":"W3129457167","doi":"","title":"Geosynthetic reinforced column supported embankments - designing for serviceability","year":2020,"lang":"en","type":"article","venue":"","topic":"Geotechnical Engineering and Soil Stabilization","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Golder Associates (Canada)","funders":"","keywords":"Serviceability (structure); Column (typography); Levee; Geotechnical engineering; Forensic engineering; Environmental science; Geology; Engineering; Civil engineering; Structural engineering","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":[0.0002364625,0.0006434455,0.0002157477,0.0004265294,0.0005204143,0.0006601426,0.0006972001,0.0004635199,0.004372237],"category_scores_gemma":[0.0006039488,0.0002313707,0.000240271,0.0002884892,0.0004955938,0.0004817076,0.0005460217,0.0002707028,0.0007974242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003751697,"about_ca_system_score_gemma":0.00112002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003873853,"about_ca_topic_score_gemma":0.01383269,"domain_scores_codex":[0.9997602,0.00003923781,0.00001060429,0.00003432555,0.00009944245,0.00005623907],"domain_scores_gemma":[0.9997873,0.00002845678,0.00003215375,0.00003650377,0.00008961486,0.00002596635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004516954,0.0003389385,0.01443482,0.000386227,0.0000358001,0.0006748975,0.0006252446,0.3869479,0.3954699,0.01751337,0.001535356,0.1815858],"study_design_scores_gemma":[0.0001057473,0.002570005,0.03562725,0.0001400403,0.0001474626,0.001079088,0.003892666,0.5977807,0.3231113,0.008718609,0.02674222,0.00008501687],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.7933999,0.0001279166,0.1891773,0.0001823863,0.0000291302,0.00009304524,0.0001670488,0.0003414004,0.0164819],"genre_scores_gemma":[0.9784662,0.00005467351,0.0167421,0.0000100578,0.000002809721,0.00002952541,0.00006413351,0.00003225309,0.004598172],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.004372237,"threshold_uncertainty_score":0.01462662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01650619201773638,"score_gpt":0.1983350772931661,"score_spread":0.1818288852754297,"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."}}