{"id":"W2083665840","doi":"10.3141/2050-05","title":"Evaluating Suspension Bridge Cables on North America's Busiest International Crossing","year":2008,"lang":"en","type":"article","venue":"Transportation Research Record Journal of the Transportation Research Board","topic":"Mechanical stress and fatigue analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Lehigh University","keywords":"Structural engineering; Bridge (graph theory); Engineering; Ductility (Earth science); Truss; Galvanization; Brittleness; Span (engineering); Precast concrete; Ultimate tensile strength; Suspension (topology); Forensic engineering; Materials science; Composite material; Creep; Mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000628787,0.0003792829,0.0002474144,0.001629196,0.0004355674,0.0003703571,0.0003225992,0.0003840713,0.002357452],"category_scores_gemma":[0.001055154,0.0001455289,0.0002176494,0.0008013834,0.0002095845,0.0003617987,0.0003089245,0.0001842295,0.0004023071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009004406,"about_ca_system_score_gemma":0.0003862655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01721421,"about_ca_topic_score_gemma":0.05892032,"domain_scores_codex":[0.9997362,0.00004360311,0.00001264862,0.00004607467,0.0001180531,0.00004337297],"domain_scores_gemma":[0.9988666,0.0001970855,0.0000986083,0.00002844495,0.0007282792,0.00008107184],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001881777,0.0006555841,0.5387648,0.0005206097,0.0001570755,0.002646369,0.003051278,0.07202104,0.2475536,0.001070893,0.003976536,0.1277004],"study_design_scores_gemma":[0.00005199424,0.004416023,0.8536441,0.0001018667,0.0001178386,0.0006425151,0.003362797,0.0625322,0.0697282,0.0002252583,0.005134447,0.00004274715],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970443,0.00004797287,0.0008011681,0.000008515829,0.000004369707,0.00002660543,0.0002299327,0.0000263612,0.001810826],"genre_scores_gemma":[0.9949796,0.0001060256,0.001663428,0.000009678899,0.000003930861,0.00002400051,0.0008227496,0.00001878425,0.002371863],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01721421,"threshold_uncertainty_score":0.03422803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1901920256650473,"score_gpt":0.4097400292993156,"score_spread":0.2195480036342683,"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."}}