{"id":"W4293317076","doi":"10.1061/jsendh/steng-11463","title":"Dynamic Behavior of Rocking Concrete Bridge Piers Subjected to Vehicle Collisions","year":2022,"lang":"en","type":"article","venue":"Journal of Structural Engineering","topic":"Structural Response to Dynamic Loads","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Lakehead University","funders":"","keywords":"Pier; Spall; Structural engineering; Materials science; Slippage; Dissipation; Impact energy; LS-DYNA; Finite element method; Stress (linguistics); Composite material; Geotechnical engineering; Engineering; 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":[0.0002102455,0.0002419144,0.0004474517,0.0005071227,0.0001084382,0.00002767314,0.0004513302,0.00005560292,0.0001404746],"category_scores_gemma":[0.000161948,0.000242216,0.0001877118,0.0006944325,0.00002014913,0.0002079799,0.0001424952,0.0006129956,0.000001294671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005903025,"about_ca_system_score_gemma":0.000060255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001603115,"about_ca_topic_score_gemma":0.000001541236,"domain_scores_codex":[0.9981768,0.00003146847,0.0007009207,0.0001320258,0.0005535431,0.0004052985],"domain_scores_gemma":[0.9991425,0.0001444762,0.0001704778,0.0002036337,0.0001276885,0.000211202],"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":[0.00005242836,7.554486e-7,0.000464974,0.00002632351,0.00006015676,0.00006283828,0.0003202009,0.5136718,0.4837476,0.00002928256,0.00002678943,0.001536808],"study_design_scores_gemma":[0.001549811,0.0004646092,0.3909459,0.0001148766,0.0001655689,0.001830098,0.0003501499,0.5799342,0.02336235,0.00003042199,0.0005564068,0.0006955806],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967557,0.0004344817,0.000984467,0.0000315059,0.001420763,0.0001849819,0.00007035843,0.0001003412,0.00001736924],"genre_scores_gemma":[0.9965048,0.00000984383,0.003318904,0.00001407525,0.00005415256,0.00001007112,0.000004790298,0.00006446759,0.00001884285],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4603853,"threshold_uncertainty_score":0.9877281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0057105186053483,"score_gpt":0.2240851987728461,"score_spread":0.2183746801674978,"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."}}