{"id":"W4409359757","doi":"10.1139/cjss-2024-0092","title":"Evaluation and analysis of pullout strength in pile group embedded in sandy soil using PLAXIS 3D","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Soil Science","topic":"Geotechnical Engineering and Soil Stabilization","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pile; Geotechnical engineering; Soil water; Geology; Environmental science; Soil science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001569314,0.00006582311,0.000191761,0.001700565,0.00003754379,0.0000318677,0.0001403101,0.00004813928,0.0000114015],"category_scores_gemma":[0.0004420955,0.00006795837,0.00002933167,0.002960027,0.0001035563,0.0001911327,0.00000738639,0.0001382433,5.96889e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004498562,"about_ca_system_score_gemma":0.0005850011,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007701046,"about_ca_topic_score_gemma":0.1297034,"domain_scores_codex":[0.999108,0.00002412157,0.0003317834,0.00009602226,0.0002457931,0.00019425],"domain_scores_gemma":[0.9995391,0.0000363549,0.00004930463,0.00009176491,0.000141926,0.0001414867],"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":[0.000001015502,0.000004348422,0.0206009,0.00001267283,0.00001724614,0.000002594853,0.0003134739,0.9672053,0.0009389479,0.00005161384,0.000001559066,0.01085035],"study_design_scores_gemma":[0.0001736873,0.00001196239,0.1760302,0.0000801557,0.00006645947,0.000001434926,0.0001237697,0.8232112,0.0001549802,0.00008906879,0.000007538999,0.00004952635],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966384,0.000423579,0.002414278,0.00001285937,0.0001211732,0.0000428774,0.000004389781,0.00000430091,0.0003381573],"genre_scores_gemma":[0.9997,0.00002840383,0.000254774,0.000004695898,0.00000533372,9.679846e-7,0.00000109235,0.000003234965,0.000001519816],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1554293,"threshold_uncertainty_score":0.9989067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0124075160040221,"score_gpt":0.2456741332646268,"score_spread":0.2332666172606047,"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."}}