{"id":"W4410536514","doi":"10.1016/j.soildyn.2025.109522","title":"Dynamic response and failure mechanisms of soil–subway station structure systems considering liquefied soil layer distribution","year":2025,"lang":"en","type":"article","venue":"Soil Dynamics and Earthquake Engineering","topic":"Geotechnical Engineering and Underground Structures","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"National Key Research and Development Program of China; Key Technologies Research and Development Program; National Natural Science Foundation of China","keywords":"Subway station; Environmental science; Geotechnical engineering; Layer (electronics); Distribution (mathematics); Geology; Civil engineering; Soil science; Engineering; Materials science; Transport engineering; Mathematics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002178819,0.0003400598,0.0003979458,0.0002178661,0.00009146753,0.0001100358,0.00009528414,0.0002985555,0.00000301814],"category_scores_gemma":[0.0001341881,0.0003606585,0.00005843457,0.0002763863,0.00004441193,0.0001328761,0.00005518933,0.00040253,3.151518e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001103141,"about_ca_system_score_gemma":0.00003524551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007974042,"about_ca_topic_score_gemma":0.000290006,"domain_scores_codex":[0.9987429,0.00002837713,0.000410747,0.0002870866,0.0001661971,0.0003646379],"domain_scores_gemma":[0.9993323,0.0001747232,0.00005157798,0.0002483676,0.00006331503,0.0001296846],"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":[0.00003003823,0.000003957939,0.00002264467,0.0006545457,0.00008167404,0.000004742444,0.00006678632,0.9519455,0.01922564,0.02652854,0.00001417455,0.001421702],"study_design_scores_gemma":[0.0004137377,0.00004235657,0.00898583,0.0002583011,0.00004209324,0.00003098614,0.0001749191,0.9867001,0.001323631,0.001590201,0.0001113333,0.0003264803],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6292801,0.000537764,0.3691908,0.00007451046,0.0003288115,0.0001230955,0.0001710497,0.0002776005,0.00001625443],"genre_scores_gemma":[0.998252,0.0001255101,0.001347509,0.00000808186,0.00001513795,0.00001370983,0.0001249067,0.00004669638,0.00006644939],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3689719,"threshold_uncertainty_score":0.9998845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002567032483194637,"score_gpt":0.1784820877401821,"score_spread":0.1759150552569875,"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."}}