{"id":"W2046048816","doi":"10.1016/j.conbuildmat.2012.09.003","title":"Evaluation of damage to bridge piers using pulse velocity tomography","year":2012,"lang":"en","type":"article","venue":"Construction and Building Materials","topic":"Geophysical Methods and Applications","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Bridge (graph theory); Pier; Tomography; Materials science; Structural engineering; Pulse (music); Forensic engineering; Composite material; Engineering; Physics; Optics; Medicine; Electrical engineering; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006327797,0.000458993,0.0003553529,0.001488193,0.0002870259,0.0005077445,0.0004546006,0.0009566288,0.00083659],"category_scores_gemma":[0.002311882,0.0003279902,0.0002287739,0.0007990143,0.000523159,0.001013349,0.0005132591,0.0003911242,0.0001708628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003994935,"about_ca_system_score_gemma":0.0004282185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001556283,"about_ca_topic_score_gemma":0.002342313,"domain_scores_codex":[0.9996136,0.00007152218,0.00001561889,0.00004096119,0.0002010179,0.00005728375],"domain_scores_gemma":[0.9989077,0.0004442626,0.0001546277,0.000117463,0.0002981686,0.00007774856],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001602609,0.0007244919,0.1934384,0.0003049098,0.000126831,0.001262205,0.0009812952,0.2337065,0.3903914,0.002408303,0.0007603631,0.1742926],"study_design_scores_gemma":[0.00002916781,0.001002852,0.1752217,0.00004063698,0.00008344618,0.0008513551,0.0005734198,0.7252116,0.09533868,0.0008977244,0.0006982866,0.00005108518],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9552614,0.0001262392,0.04275184,0.00004817889,0.00001291071,0.00004098493,0.0001117841,0.0001527895,0.001493924],"genre_scores_gemma":[0.9942514,0.00007609634,0.005210418,0.000006044075,0.000002869144,0.000006678178,0.000059324,0.000008657679,0.0003786978],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001556283,"threshold_uncertainty_score":0.003346503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05239118203081262,"score_gpt":0.321441179500734,"score_spread":0.2690499974699214,"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."}}