{"id":"W2771944275","doi":"10.2495/cmem-v6-n5-868-879","title":"Effects of modelling parameters on the seismic analysis of bridges","year":2017,"lang":"en","type":"article","venue":"International Journal of Computational Methods and Experimental Measurements","topic":"Structural Behavior of Reinforced Concrete","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Engineering; Geology; Structural engineering; Seismology; Forensic engineering; Environmental science; Geotechnical engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003796611,0.000105669,0.000258728,0.0002201407,0.00005280516,0.00004814899,0.0003673015,0.00002721125,0.000007369894],"category_scores_gemma":[0.00008882114,0.00007856391,0.0001734852,0.00004672485,0.00008617424,0.0001496795,0.0000343327,0.00008914729,2.050145e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006086251,"about_ca_system_score_gemma":0.00001319138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002328901,"about_ca_topic_score_gemma":5.664127e-8,"domain_scores_codex":[0.9987851,0.00005309425,0.0004028755,0.0000705328,0.0006188343,0.00006959888],"domain_scores_gemma":[0.9988211,0.0003513761,0.0004239969,0.00009166406,0.0002713025,0.00004053945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00007494431,0.000006022839,0.0005595312,0.000008893152,0.00168575,0.000002618193,0.000261458,0.9206992,0.06978571,0.000241583,0.000004870424,0.006669452],"study_design_scores_gemma":[0.0004266734,0.00006998847,0.008741155,0.00007834143,0.000180966,0.000006330197,0.00006131179,0.3600224,0.6298508,0.0004985263,0.000003884605,0.00005961991],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.823411,0.0002812989,0.1756395,0.00004247702,0.0004922517,0.00005872576,0.000004901292,0.000003456993,0.00006630861],"genre_scores_gemma":[0.9310824,0.00001621496,0.06883625,0.00002695911,0.00002533528,0.000002183709,0.000001471923,0.000007483406,0.000001684269],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5606768,"threshold_uncertainty_score":0.3203743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06662667596390819,"score_gpt":0.3706266755623576,"score_spread":0.3039999995984494,"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."}}