{"id":"W1509248112","doi":"","title":"LION'S GATE BRIDGE REHABILITATION PROVES A LION-SIZED CHALLENGE","year":2002,"lang":"en","type":"article","venue":"ENR","topic":"Structural Engineering and Vibration Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bridge (graph theory); Deck; Engineering; Truss; Structural engineering; Truss bridge; Spring (device); Civil engineering; Forensic engineering; Transport 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":[0.00004924215,0.0001152664,0.0001300551,0.0001164268,0.00003639763,0.00002717857,0.00006440016,0.00005240383,0.0004521886],"category_scores_gemma":[0.00005884711,0.0001065534,0.00007716234,0.0002299921,0.00001678195,0.0001350179,0.000007546207,0.00009432278,0.0001900794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003670373,"about_ca_system_score_gemma":0.000001786466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008135783,"about_ca_topic_score_gemma":0.000004318434,"domain_scores_codex":[0.9994614,0.000013904,0.0001522416,0.0001234485,0.0001079901,0.0001410049],"domain_scores_gemma":[0.9996762,0.00006005732,0.00001576724,0.0001687728,0.00002318791,0.00005603569],"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":[0.00001907787,0.00009670617,0.0002802092,0.0005502315,0.0003964057,0.00001728879,0.0100949,0.6673682,0.01483579,0.005073415,0.04546787,0.2557999],"study_design_scores_gemma":[0.0004666516,0.00006537345,0.01050925,0.0000329197,0.00002549543,0.000004060402,0.00006833043,0.9678729,0.00100798,0.0002721322,0.01937798,0.0002969084],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8802364,0.004374254,0.0748427,0.007125552,0.001743411,0.0006781101,0.00002495,0.004652075,0.02632252],"genre_scores_gemma":[0.9978576,0.0001281486,0.001255702,0.00002101101,0.0001454943,0.00002293051,0.000007948672,0.00002303381,0.0005381182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3005047,"threshold_uncertainty_score":0.4951148,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01116838886545842,"score_gpt":0.2006544417153393,"score_spread":0.1894860528498809,"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."}}