{"id":"W2143478769","doi":"10.5539/mas.v7n4p41","title":"Based on the Theory of Reliability High Piers Short Towers Cable-Stayed Bridge Characteristic Parameter Analysis","year":2013,"lang":"en","type":"article","venue":"Modern Applied Science","topic":"Structural Engineering and Vibration Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pier; Tower; Structural engineering; Bridge (graph theory); Girder; Stiffness; Reliability (semiconductor); Bending; Engineering; Computer science; Physics","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":[0.00053632,0.0001614624,0.0002490894,0.0002504682,0.0001131047,0.00007781858,0.0004064422,0.00004279579,0.0003447293],"category_scores_gemma":[0.00009270445,0.0001110136,0.0001104444,0.0013904,0.0003456698,0.0001046033,0.00002409776,0.000142455,0.00001561216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009364791,"about_ca_system_score_gemma":0.00002445808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006784265,"about_ca_topic_score_gemma":0.000001482018,"domain_scores_codex":[0.9987429,0.00001997946,0.0002507074,0.000303802,0.0004099681,0.0002725807],"domain_scores_gemma":[0.9989078,0.0002411879,0.0000348338,0.0006537082,0.00006552765,0.00009691949],"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":[0.000005966132,0.000006503166,0.0001554233,0.000008631201,0.00005076476,1.268895e-7,0.0001241582,0.9498326,0.04406448,0.0003890453,0.00002254012,0.00533973],"study_design_scores_gemma":[0.00004623652,0.000007865247,0.04394849,0.000002774353,0.00008736528,8.284159e-8,0.00003188278,0.9443749,0.01060601,0.0007594198,0.000005147975,0.0001298871],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.438652,0.000002541261,0.560395,0.00004502329,0.00004599904,0.0001204673,0.000007462606,0.0000813907,0.0006500789],"genre_scores_gemma":[0.9988277,0.000001671993,0.0009475035,0.0001174108,0.000009647307,0.00005179668,0.000008247636,0.00001197256,0.00002404975],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5601757,"threshold_uncertainty_score":0.4527003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01087113816562606,"score_gpt":0.1999018964820795,"score_spread":0.1890307583164535,"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."}}