{"id":"W4385631496","doi":"10.2749/istanbul.2023.0033","title":"Nonlinear Analysis of Cable-Supported Bridges Using an Open-source Finite Element Software","year":2023,"lang":"en","type":"article","venue":"Report","topic":"Vibration and Dynamic Analysis","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Nonlinear system; Finite element method; Structural engineering; Modal analysis; Software; Coupling (piping); Vibration; Bridge (graph theory); Engineering; Computer science; Mechanical engineering; Physics; Acoustics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003574349,0.0001118633,0.0003483857,0.000432008,0.00005462009,0.00004738114,0.0001596199,0.00005132484,0.000422884],"category_scores_gemma":[0.00007184177,0.0001164378,0.000120041,0.001876135,0.00001480387,0.0001654492,0.00007328739,0.00005764303,0.00001203203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000505562,"about_ca_system_score_gemma":0.00005601487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005046848,"about_ca_topic_score_gemma":0.0002930884,"domain_scores_codex":[0.9988361,0.00001833736,0.0005205885,0.0002104516,0.000239582,0.0001749647],"domain_scores_gemma":[0.9992121,0.00002927713,0.0001344741,0.0004534295,0.00008952181,0.00008123876],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000001586501,0.0000253799,0.03278222,0.00001764082,0.0007881364,0.0001063142,0.0001018865,0.9646499,0.0006682776,0.000002031686,0.000190178,0.0006664595],"study_design_scores_gemma":[0.0000858051,0.00001180253,0.007657996,0.000006862269,0.0006479453,0.000009928089,0.0001527552,0.9878387,0.0006614244,0.000003738818,0.00279432,0.0001286486],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4683624,0.000009753603,0.5307756,0.00001449618,0.00005223768,0.00008183384,0.00004513021,0.0003108169,0.0003477292],"genre_scores_gemma":[0.985194,0.00001983418,0.01025128,0.00003565733,0.00004191502,0.000007609769,0.001610277,0.0000407708,0.002798602],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5205243,"threshold_uncertainty_score":0.4748197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03286374511091011,"score_gpt":0.2923528951072962,"score_spread":0.2594891499963861,"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."}}