{"id":"W2297540863","doi":"10.1680/ijpmg.2003.030203","title":"Centrifuge modelling for seismic retrofit design of an immersed tube tunnel","year":2003,"lang":"en","type":"article","venue":"International Journal of Physical Modelling in Geotechnics","topic":"Geotechnical Engineering and Underground Structures","field":"Engineering","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"Buckland & Taylor (Canada); Centre For Cold Ocean Resources Engineering","funders":"","keywords":"Centrifuge; Foundation (evidence); Geotechnical engineering; Liquefaction; Retrofitting; Engineering; Soil liquefaction; Seismic analysis; Seismic retrofit; Geology; Structural engineering; Reinforced concrete","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":[0.0003986461,0.0002023963,0.0003706378,0.0002889239,0.00002080134,0.00002996481,0.000581838,0.0001525171,0.000002621329],"category_scores_gemma":[0.00008236229,0.0001978179,0.0002131719,0.0001651648,0.00003193364,0.0002307371,0.0000184113,0.0005001652,4.941255e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001467476,"about_ca_system_score_gemma":0.00004563523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009780008,"about_ca_topic_score_gemma":2.399452e-7,"domain_scores_codex":[0.9984723,0.00003220072,0.0006502652,0.0001539387,0.0004269381,0.0002643413],"domain_scores_gemma":[0.9990308,0.0002199422,0.000161148,0.0002103598,0.000286121,0.00009168329],"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":[0.00006488365,0.00009023479,8.50837e-7,0.00002897767,0.00006828295,0.000008354146,0.00009419295,0.9845191,0.00637464,0.008173939,0.00001114939,0.0005653575],"study_design_scores_gemma":[0.0006592307,0.0001527435,0.000001499341,0.0001105676,0.00002323446,0.00002624498,0.00002367807,0.9270738,0.008220849,0.0632494,0.0002850489,0.0001736768],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.148559,0.0001397008,0.8506873,0.00002992624,0.0003748626,0.0001183132,0.00001111085,0.00004823434,0.00003165086],"genre_scores_gemma":[0.9283003,0.00009426261,0.07138298,0.00001286927,0.0001527535,0.000005426971,0.000004166466,0.00004229869,0.000005000123],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7797413,"threshold_uncertainty_score":0.8066781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02018681167361389,"score_gpt":0.2394458019887701,"score_spread":0.2192589903151562,"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."}}