{"id":"W4396955337","doi":"10.1016/j.jsv.2024.118520","title":"Dynamic response of bored piles with gradient defects during low strain integrity test","year":2024,"lang":"en","type":"article","venue":"Journal of Sound and Vibration","topic":"Rock Mechanics and Modeling","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"National Natural Science Foundation of China","keywords":"Structural engineering; Structural integrity; Strain (injury); Test (biology); Dynamic load testing; Geotechnical engineering; Materials science; Engineering; Geology; Anatomy","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":[0.0001920746,0.00005903709,0.00009237378,0.000104441,0.00002998864,0.00005072803,0.0000254258,0.00003087669,0.000001695242],"category_scores_gemma":[0.00002764515,0.0000440571,0.0000288964,0.00006594814,0.000006200523,0.0001857208,0.000004922721,0.0001445082,1.735457e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003374759,"about_ca_system_score_gemma":0.00002792727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001008178,"about_ca_topic_score_gemma":0.00001127561,"domain_scores_codex":[0.9996102,0.00001228952,0.0001790856,0.00004607969,0.00008976767,0.00006258894],"domain_scores_gemma":[0.999796,0.00005847892,0.00003996013,0.00003439676,0.00003727759,0.00003391679],"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":[0.0001746983,0.00002346887,0.0001251276,0.0003562918,0.00004650906,0.00002859292,0.000949906,0.04650471,0.9501406,0.0004546045,0.000008052609,0.001187464],"study_design_scores_gemma":[0.0004791454,0.000525224,0.006099775,0.0009107357,0.00004761437,0.0001980203,0.0005513898,0.9385695,0.04949497,0.002971387,0.00001833185,0.0001338953],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9177818,0.0005131146,0.08150961,0.00002720719,0.0001051364,0.0000308639,0.000007301179,0.00001518182,0.000009807562],"genre_scores_gemma":[0.9987723,0.0001390149,0.001034893,0.000002617998,0.00003442951,4.093812e-7,0.000001363995,0.00001029302,0.000004655819],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9006456,"threshold_uncertainty_score":0.1796596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007657887456110596,"score_gpt":0.2166493461058664,"score_spread":0.2089914586497558,"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."}}