{"id":"W4221032321","doi":"10.1061/(asce)gt.1943-5606.0002788","title":"Analysis of Excavation Support Systems Considering the Influence of Saturated and Unsaturated Soil Conditions","year":2022,"lang":"en","type":"article","venue":"Journal of Geotechnical and Geoenvironmental Engineering","topic":"Geotechnical Engineering and Analysis","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Geotechnical engineering; Excavation; Settlement (finance); Civil engineering; Suction; Engineering; Computer science; Mechanical 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":[0.0005921857,0.0005938154,0.0007275146,0.0007703152,0.0004562915,0.0009395951,0.0004999111,0.001209837,0.00197227],"category_scores_gemma":[0.001648212,0.0003625235,0.0006314721,0.0003900515,0.0006210441,0.0005291689,0.0006430654,0.0003759291,0.0001720976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000552092,"about_ca_system_score_gemma":0.0007614241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0051834,"about_ca_topic_score_gemma":0.003406212,"domain_scores_codex":[0.9996176,0.00008039386,0.00002261531,0.0000626697,0.0001154787,0.0001012458],"domain_scores_gemma":[0.9991097,0.0005574581,0.0001302284,0.00003261805,0.0001333744,0.0000366571],"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":[0.00007066489,0.00002143245,0.002227445,0.0001084269,0.00002451403,0.0002077975,0.00006934809,0.982527,0.00840904,0.0008868204,0.00008744709,0.005360085],"study_design_scores_gemma":[0.000004231676,0.00006633258,0.001888073,0.000007817628,0.00001787668,0.00004206832,0.00007738331,0.9957217,0.001653619,0.0003262383,0.0001873626,0.000007259744],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8490375,0.0004621014,0.1422341,0.0001584088,0.00002478202,0.00009191653,0.0002287112,0.0001901633,0.007572369],"genre_scores_gemma":[0.9969559,0.00008527657,0.002118884,0.000004919421,0.000003525845,0.0000207978,0.0000306285,0.000008783996,0.000771326],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0051834,"threshold_uncertainty_score":0.01030648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003278737877441396,"score_gpt":0.168171859437658,"score_spread":0.1648931215602166,"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."}}