{"id":"W3158846501","doi":"10.1061/(asce)st.1943-541x.0003049","title":"Anchorage Design Solution for Attaching an Approved Traffic Barrier to Multivoid Aluminum Bridge Decks","year":2021,"lang":"en","type":"article","venue":"Journal of Structural Engineering","topic":"Transportation Safety and Impact Analysis","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stantec (Canada); Université Laval","funders":"","keywords":"Bridge (graph theory); Crash; Bridge deck; Crash test; Structural engineering; Engineering; Deck; Computer science","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":[0.0002311307,0.0001933159,0.0003214755,0.0001961527,0.00006946865,0.00006688914,0.0001327871,0.00008097054,0.00002060494],"category_scores_gemma":[0.0001033138,0.0001907902,0.0002128207,0.0002412696,0.00000619059,0.000617248,0.000005041679,0.0002446864,0.000001214445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001084923,"about_ca_system_score_gemma":0.00003841296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002599219,"about_ca_topic_score_gemma":0.00001110979,"domain_scores_codex":[0.9988698,0.00001816809,0.0005059075,0.0001233283,0.0001939809,0.0002887709],"domain_scores_gemma":[0.9992939,0.00006649105,0.00007721549,0.0001257066,0.0001745391,0.0002621807],"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":[0.00002909898,0.000003533544,0.00003424985,0.00004715722,0.0001067899,0.00001397745,0.0007486189,0.8127582,0.1754517,0.00001053271,0.00005431882,0.01074184],"study_design_scores_gemma":[0.0006941406,0.00007541465,0.01955269,0.00006461587,0.0001147669,0.0001062376,0.0001442739,0.9496291,0.02875471,0.00001463344,0.0005523195,0.0002971447],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4907765,0.0002024717,0.5085021,0.00003223458,0.0003572789,0.00006705027,0.00001225768,0.00004801587,0.00000209743],"genre_scores_gemma":[0.9150212,0.00001247184,0.08456853,0.00002500575,0.000301534,0.000003826397,0.0000152641,0.00004153105,0.00001065542],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4242447,"threshold_uncertainty_score":0.7780198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02097565436054742,"score_gpt":0.2584086720620163,"score_spread":0.2374330177014689,"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."}}