{"id":"W4409374033","doi":"10.1016/b978-0-443-23942-7.00008-5","title":"Modeling of a three-part viscoelastic foundation and its effect on dynamic stability","year":2025,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Railway Engineering and Dynamics","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Lakehead University","funders":"","keywords":"Viscoelasticity; Foundation (evidence); Stability (learning theory); Computer science; Materials science; History; Composite material; Archaeology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001683221,0.0006517249,0.0004166799,0.0004494596,0.0004578037,0.001157355,0.0008614824,0.001541676,0.004088973],"category_scores_gemma":[0.0006357,0.0003912259,0.000624957,0.0003644203,0.0006025606,0.001004227,0.0006971349,0.0005091386,0.0005357476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000275408,"about_ca_system_score_gemma":0.0003665704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001386484,"about_ca_topic_score_gemma":0.0009274592,"domain_scores_codex":[0.9999257,0.00002089003,0.000003816914,0.00001364451,0.00002576897,0.0000101127],"domain_scores_gemma":[0.9998429,0.00006318859,0.00003149675,0.0000238163,0.00002418936,0.00001437273],"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":[0.00005988243,0.00006659319,0.0003393007,0.0000610826,0.00001527671,0.0002611666,0.00009440507,0.9179343,0.02659648,0.03572982,0.0006245608,0.01821703],"study_design_scores_gemma":[0.000004313268,0.00003363526,0.0002180693,0.00001025897,0.000008011917,0.00006226756,0.0000136839,0.9941717,0.001636367,0.002808101,0.001026639,0.000007028119],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2660598,0.0009290302,0.6535233,0.0006360638,0.0002168906,0.00006143687,0.0001809426,0.0007406892,0.07765171],"genre_scores_gemma":[0.954764,0.0006428251,0.02311883,0.00005660437,0.00002940222,0.00004585334,0.0000662051,0.0001056986,0.02117062],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004088973,"threshold_uncertainty_score":0.01367897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009326709485193926,"score_gpt":0.2103267052972972,"score_spread":0.2009999958121033,"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."}}