{"id":"W2324748970","doi":"10.1061/41128(384)71","title":"The Golden Ears Bridge Design-Build Project: Stabilizing Abutment-Wall System for Unnamed Creek Bridge","year":2010,"lang":"en","type":"article","venue":"","topic":"Geotechnical Engineering and Soil Stabilization","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Abutment; Bridge (graph theory); Foundation (evidence); Geotechnical engineering; Structural engineering; Engineering; Geology; Civil engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006409241,0.0002254215,0.0002168618,0.00005767168,0.0002095736,0.000193526,0.0003142795,0.0001733791,0.000006754274],"category_scores_gemma":[0.0001953531,0.0001853942,0.0001102652,0.0002341479,0.00004383108,0.0001133791,0.00003480738,0.0003054248,0.0000161974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001125944,"about_ca_system_score_gemma":0.00004019966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000328813,"about_ca_topic_score_gemma":0.0004381127,"domain_scores_codex":[0.9986065,0.00002635635,0.0003763977,0.0002640444,0.0002135252,0.0005131694],"domain_scores_gemma":[0.9988742,0.0004002558,0.00003686881,0.0004833643,0.0001010604,0.0001042353],"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":[0.00007672085,0.0001172556,0.0005079828,0.00145634,0.000270987,0.000008883479,0.0009802757,0.8820013,0.05341642,0.01484321,0.01450272,0.03181792],"study_design_scores_gemma":[0.000601965,0.00008851472,0.003368995,0.00005147647,0.00003751036,0.00001455196,0.0001073099,0.9686695,0.002773371,0.0001024082,0.02377373,0.0004106884],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2927697,0.0002032263,0.6977593,0.0001778049,0.001408147,0.002522412,0.00003080994,0.003473849,0.001654798],"genre_scores_gemma":[0.9954889,0.00002458217,0.003564882,0.0000142068,0.0001104523,0.0004128339,0.00001543149,0.00008741669,0.0002812587],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7027193,"threshold_uncertainty_score":0.7560157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02253033113366525,"score_gpt":0.2357784974908767,"score_spread":0.2132481663572114,"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."}}