{"id":"W1969728557","doi":"10.5539/mas.v8n3p37","title":"Modified Suspender Force Calculation Method of Suspension Bridge","year":2014,"lang":"en","type":"article","venue":"Modern Applied Science","topic":"Structural Engineering and Vibration Analysis","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Suspension (topology); Bridge (graph theory); Structural engineering; Allowance (engineering); Stiffness; Beam (structure); Vibration; Tension (geology); Transverse plane; Materials science; Engineering; Physics; Mathematics; Mechanical engineering; Composite material; Acoustics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003611394,0.0001031674,0.0001536468,0.000162474,0.00007149955,0.00002705988,0.0001859472,0.00004027446,0.00001287654],"category_scores_gemma":[0.00002140355,0.00009545662,0.0000378228,0.0004833557,0.00007951201,0.0001156589,0.00002781617,0.00007172188,0.000006841291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004470273,"about_ca_system_score_gemma":0.00001164063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000156596,"about_ca_topic_score_gemma":0.000003960502,"domain_scores_codex":[0.9991102,0.000007989574,0.0001813475,0.0002031473,0.0003074984,0.0001898629],"domain_scores_gemma":[0.9995589,0.00003744364,0.00003114791,0.0002531166,0.00004828933,0.00007115388],"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":[0.00000129369,9.893841e-7,0.000003637299,0.00000704386,0.00000267708,3.226434e-8,0.0001042239,0.5528088,0.4242271,0.007425752,0.000006408931,0.01541204],"study_design_scores_gemma":[0.0001174714,0.000003842785,0.002242674,0.000002967361,0.000008131575,0.000001314737,0.00000854046,0.8866645,0.1089996,0.00182611,0.00002402816,0.0001008505],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06100769,0.000009503823,0.9311867,0.000009793378,0.00007252959,0.00006314275,7.990475e-7,0.0001473927,0.00750244],"genre_scores_gemma":[0.9851944,0.000002143282,0.01470566,0.00001783897,0.00002088655,0.000004069621,0.000003867522,0.00001223607,0.00003888713],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9241867,"threshold_uncertainty_score":0.3892608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01709151358118189,"score_gpt":0.2563934479411284,"score_spread":0.2393019343599465,"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."}}