{"id":"W4413935511","doi":"10.1016/j.soildyn.2025.109766","title":"Dynamic p-y curves for flexible retaining walls in dry sand","year":2025,"lang":"en","type":"article","venue":"Soil Dynamics and Earthquake Engineering","topic":"Geotechnical Engineering and Soil Stabilization","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Geotechnical engineering; Geology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002453795,0.0002157727,0.0002743207,0.000252782,0.0000443824,0.00004189081,0.00009759472,0.0001428175,0.000002973229],"category_scores_gemma":[0.0001495717,0.0002503708,0.00005948348,0.0003924617,0.00001705165,0.0001011271,0.0000305994,0.0002382758,9.633316e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009734336,"about_ca_system_score_gemma":0.00001964815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001789223,"about_ca_topic_score_gemma":0.0001171836,"domain_scores_codex":[0.9990127,0.000005463607,0.0003039589,0.0002248672,0.00008171824,0.0003712765],"domain_scores_gemma":[0.999576,0.0001203343,0.00001486289,0.000182116,0.00002806744,0.00007861729],"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":[0.000003462007,0.000007317143,0.0004038588,0.001025684,0.00002086549,0.000001310229,0.00003777213,0.9756554,0.0001936436,0.004025859,0.00002233734,0.01860243],"study_design_scores_gemma":[0.0003746799,0.00001792062,0.01235355,0.00062877,0.00001378236,0.000001208942,0.00002260253,0.9853483,0.00005427661,0.0003058613,0.000634282,0.0002447287],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5904933,0.004781515,0.4013751,0.000207019,0.000480687,0.0003738406,0.00002821533,0.0009608213,0.001299518],"genre_scores_gemma":[0.9969532,0.001230547,0.001367504,0.00003434326,0.00001286789,0.00007058978,0.00005499889,0.00004441372,0.0002315155],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.40646,"threshold_uncertainty_score":0.9999949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003853584313052434,"score_gpt":0.2002513091135645,"score_spread":0.1963977248005121,"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."}}