{"id":"W4413472883","doi":"10.1002/nag.70052","title":"Settlement Analysis of a Large Pile Group Supporting an LNG Storage Tank","year":2025,"lang":"en","type":"article","venue":"International Journal for Numerical and Analytical Methods in Geomechanics","topic":"Fluid Dynamics Simulations and Interactions","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"National Natural Science Foundation of China","keywords":"Pile; Settlement (finance); Forensic engineering; Group (periodic table); Geotechnical engineering; Engineering; Storage tank; Civil engineering; Petroleum engineering; Environmental science; Geology; Waste management; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009624395,0.0001177578,0.0003279228,0.0008028886,0.00006593912,0.00007062566,0.0001934135,0.0000687698,0.0001877327],"category_scores_gemma":[0.0003888735,0.0001095787,0.0002098903,0.0006635469,0.00001112539,0.0001803602,0.00005805173,0.0002568078,3.428839e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001391715,"about_ca_system_score_gemma":0.00001994674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008567205,"about_ca_topic_score_gemma":0.00001359037,"domain_scores_codex":[0.9987095,0.00007188012,0.0006623573,0.0001610077,0.000177586,0.0002176759],"domain_scores_gemma":[0.9991123,0.0003995096,0.00008883512,0.00009991272,0.0001879965,0.0001114202],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00008607001,0.0004392845,0.001215874,0.00003716484,0.002635503,0.00001417148,0.0001593413,0.4521508,0.003479869,0.4707255,0.0001853928,0.06887106],"study_design_scores_gemma":[0.0003443105,0.0000648877,0.0005490127,0.00002839314,0.0002579716,0.000005022255,0.0001705389,0.9773557,0.00005851616,0.01557325,0.005492404,0.00009995533],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01369125,0.00008182707,0.9848016,0.0001928733,0.000717488,0.00007545319,0.0001466954,0.00002119646,0.0002716496],"genre_scores_gemma":[0.8292965,0.00009535052,0.1701579,0.0001649005,0.00007394618,0.00001270616,0.00007687118,0.00001488299,0.0001069845],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8156052,"threshold_uncertainty_score":0.4468491,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01843087670916024,"score_gpt":0.4114811058853782,"score_spread":0.393050229176218,"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."}}