{"id":"W4297827832","doi":"10.1061/9780784484395.062","title":"Soil, Structure, and Motion Factors Impacting Kinematic and Inertial Loading of Pile Foundations","year":2022,"lang":"en","type":"article","venue":"Ports 2022","topic":"Geotechnical Engineering and Soil Mechanics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"GRi Simulations (Canada)","funders":"","keywords":"Centrifuge; Pile; Wharf; Kinematics; Foundation (evidence); Inertia; Structural engineering; Geotechnical engineering; Deformation (meteorology); Engineering; Bridge (graph theory); Geology; 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":[0.00009654757,0.00008464332,0.000125238,0.00008893527,0.00009569793,0.00001318121,0.00003773645,0.00002629462,0.0001406882],"category_scores_gemma":[0.00005605783,0.00008928739,0.00002005787,0.0001338984,0.000009027589,0.0000612883,0.00006189013,0.0001800195,1.157134e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003141698,"about_ca_system_score_gemma":0.000005745224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004182926,"about_ca_topic_score_gemma":0.000004647544,"domain_scores_codex":[0.9994954,0.000009800372,0.000166573,0.0000921341,0.0001192459,0.0001168825],"domain_scores_gemma":[0.9997805,0.00003697637,0.00003444275,0.00009299142,0.000008485486,0.00004657534],"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":[0.000002937974,0.00001870818,0.001389872,0.0003200282,0.0000467627,0.000005403601,0.0009554391,0.9475826,0.04168662,0.001131931,0.0001069305,0.006752736],"study_design_scores_gemma":[0.0002591981,0.00007637461,0.008928799,0.00002409056,0.00004734256,0.00005566697,0.0005703886,0.9828328,0.005294491,0.001327852,0.0003196526,0.0002633058],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963408,0.000155705,0.002919412,0.00001095419,0.0002653849,0.00007104554,0.00002349534,0.00012239,0.00009077248],"genre_scores_gemma":[0.9997563,0.00001410035,0.0001421931,0.000003629151,0.00001876718,0.000007231799,0.0000275362,0.00001837257,0.00001190759],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03639213,"threshold_uncertainty_score":0.3641034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007921278364710835,"score_gpt":0.199307419838704,"score_spread":0.1913861414739932,"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."}}