{"id":"W2802865162","doi":"","title":"Performance of Fixed Head Pile Group Embedded In Non-Homogeneous Soil Subjected to Lateral Cyclic Loading – Distributed Parameter Sensitivity Analysis","year":2007,"lang":"en","type":"article","venue":"The Seventeenth International Offshore and Polar Engineering Conference","topic":"Geotechnical Engineering and Soil Stabilization","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Pile; Head (geology); Sensitivity (control systems); Homogeneous; Structural engineering; Mathematics; Geotechnical engineering; Geology; Engineering; Combinatorics","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":[0.0004331525,0.0001912876,0.0002721418,0.0002987034,0.00002727926,0.00002986583,0.0001623436,0.00008417121,0.00001273014],"category_scores_gemma":[0.00007907345,0.0001737624,0.00007809819,0.000530109,0.00002164808,0.00009329322,0.00005332733,0.0002187184,0.000002457994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008313313,"about_ca_system_score_gemma":0.00000638078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001633559,"about_ca_topic_score_gemma":0.0003035126,"domain_scores_codex":[0.9989424,0.00001771603,0.000365407,0.0001852259,0.0002085262,0.000280697],"domain_scores_gemma":[0.9994621,0.0001530381,0.00003879581,0.0001874153,0.00007091404,0.00008768098],"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":[0.00003886038,0.00002775483,0.04650732,0.00005066813,0.0002266594,0.000008397496,0.0003103294,0.9289079,0.02285586,0.0001206704,0.000005230193,0.0009404072],"study_design_scores_gemma":[0.0001355164,0.00002882744,0.354148,0.0000595888,0.00003664045,0.000006531987,0.00001202784,0.6415961,0.003778742,0.000003074584,0.00006159071,0.0001333102],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8895018,0.00003153606,0.1099086,0.00003574174,0.0001880729,0.0001338608,0.00005375288,0.00009707856,0.00004949765],"genre_scores_gemma":[0.9994437,0.00004144359,0.0002940328,0.0000126533,0.00004061002,0.000009121721,0.000126364,0.00001919815,0.00001291461],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3076407,"threshold_uncertainty_score":0.7085826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007294082183456876,"score_gpt":0.2193557111069845,"score_spread":0.2120616289235276,"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."}}