{"id":"W2535398262","doi":"10.11159/icsenm16.118","title":"Failure Analysis of Flood Collapse of the Tex Wash Bridge","year":2016,"lang":"en","type":"article","venue":"Proceedings of the World Congress on Civil, Structural, and Environmental Engineering","topic":"Geotechnical Engineering and Underground Structures","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Flood myth; Bridge (graph theory); Forensic engineering; Computer science; Engineering; Geotechnical engineering; History","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006882489,0.0002763466,0.0004361705,0.0002113769,0.0000551788,0.00001577993,0.0004424097,0.00008506294,0.00003495683],"category_scores_gemma":[0.0000359642,0.000154812,0.0002386392,0.0005294501,0.0001865792,0.0001097676,0.0001553122,0.0001849749,2.130355e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005877284,"about_ca_system_score_gemma":0.000003206393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008521942,"about_ca_topic_score_gemma":0.0000200027,"domain_scores_codex":[0.9988338,0.000003552721,0.000383972,0.0002090731,0.0003188708,0.0002507745],"domain_scores_gemma":[0.9994677,0.00007835626,0.0001348275,0.0002371295,0.00001516855,0.00006682015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00002548451,0.00001689359,0.01260897,0.0004289671,0.001101738,3.186568e-7,0.0001128368,0.2637095,0.7160043,0.004391729,0.000335011,0.001264271],"study_design_scores_gemma":[0.0009482408,0.00006847348,0.6110348,0.0006418508,0.0007974583,0.0000141117,0.00008476945,0.050475,0.3339793,0.0004421293,0.0009334614,0.0005803527],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987769,0.000178972,0.00006225522,0.0001032316,0.0003447728,0.0001628785,0.0001082774,0.00006259973,0.0002001259],"genre_scores_gemma":[0.9994655,0.00006976341,0.0001692661,0.000007147724,0.00002368873,0.000007729619,0.000001463107,0.00003281171,0.0002226736],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5984259,"threshold_uncertainty_score":0.6313052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003427333523379353,"score_gpt":0.1665010026812188,"score_spread":0.1630736691578394,"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."}}