{"id":"W7070799165","doi":"","title":"Quasi-static cyclic loading protocol development for the seismic performance assessment of bridge piers","year":2021,"lang":"en","type":"other","venue":"cIRcle (University of British Columbia)","topic":"Genetics, Bioinformatics, and Biomedical Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pier; Bridge (graph theory); Protocol (science); Ductility (Earth science); Incremental Dynamic Analysis; Seismic analysis; Seismic loading; Displacement (psychology)","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":[0.0003176935,0.000083566,0.000302352,0.00005158411,0.0001425452,0.00004098821,0.0004995185,0.0002483031,0.0001541418],"category_scores_gemma":[0.00004607977,0.0001826881,0.0001469965,0.0001168227,0.000392058,0.000003979012,0.0002563706,0.0001310472,0.000002509797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004695549,"about_ca_system_score_gemma":0.0006786213,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004037305,"about_ca_topic_score_gemma":0.02169183,"domain_scores_codex":[0.9987564,0.00003865981,0.0002305848,0.0003089559,0.0003666755,0.0002987284],"domain_scores_gemma":[0.9990412,0.00002844984,0.0002912956,0.0003523574,0.0001814797,0.0001052127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002951125,0.000386046,0.002495573,0.005185275,0.0005412805,0.00001066028,0.0001562227,0.00001704061,0.001609559,3.267923e-7,0.1627744,0.8267941],"study_design_scores_gemma":[0.002704907,0.0008544187,0.4592033,0.001524375,0.00009499976,0.00002365846,0.001224782,0.003666152,0.000207691,0.000007390588,0.5299447,0.0005436514],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5593607,0.001794092,0.18123,0.0005382411,0.001372537,0.1457822,0.002684783,0.0001354364,0.107102],"genre_scores_gemma":[0.7364634,0.002372587,0.0217681,0.0002212974,0.0003219844,0.001618195,0.001286407,0.0002891052,0.235659],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8262504,"threshold_uncertainty_score":0.9961597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01798512559512379,"score_gpt":0.2601649857459282,"score_spread":0.2421798601508044,"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."}}