{"id":"W4408140297","doi":"10.1016/j.apm.2025.116053","title":"Mathematical model for single-pile vibration displacement induced by tunnel construction vibrations based on the Pasternak model","year":2025,"lang":"en","type":"article","venue":"Applied Mathematical Modelling","topic":"Geotechnical Engineering and Analysis","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ministry of Education and Child Care","funders":"Natural Science Foundation of Hunan Province; China Scholarship Council; National Natural Science Foundation of China","keywords":"Vibration; Pile; Structural engineering; Displacement (psychology); Engineering; Mathematical model; Acoustics; Mathematics; Physics","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":[0.0002554989,0.0002850788,0.0003316135,0.0001121623,0.0001755893,0.0001069687,0.0002008959,0.0001781001,0.00002175084],"category_scores_gemma":[0.0000438529,0.0002239346,0.0001458946,0.0002266156,0.00004393516,0.00006916674,0.0000259226,0.0002622851,0.0000192756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008950546,"about_ca_system_score_gemma":0.00002255665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":3.456001e-7,"about_ca_topic_score_gemma":1.716888e-7,"domain_scores_codex":[0.9985774,0.000009843831,0.0005347299,0.0002878232,0.0002658567,0.0003243722],"domain_scores_gemma":[0.9989574,0.0004546817,0.00004918172,0.0004161579,0.00004064576,0.0000819285],"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":[0.000008659401,0.00008420708,1.714825e-8,0.0001521461,0.00003088269,3.353593e-8,0.00004354769,0.6926079,0.01819787,0.2885398,0.0001342606,0.0002006751],"study_design_scores_gemma":[0.0002373968,0.0000127456,1.238466e-8,0.00009890976,0.00009039527,2.290113e-7,0.00004108315,0.8018416,0.006571488,0.1909216,0.0000069698,0.0001775571],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.00331539,0.000007655665,0.9895301,0.0005137288,0.0000277041,0.0006750299,0.00002389857,0.0003852557,0.005521241],"genre_scores_gemma":[0.8863229,0.000002423485,0.1126862,0.0001701721,0.00002032365,0.0006105064,0.00003262446,0.00004562858,0.0001092523],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8830075,"threshold_uncertainty_score":0.9131788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02411666429514954,"score_gpt":0.2144773328170121,"score_spread":0.1903606685218625,"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."}}