{"id":"W2068058708","doi":"10.5539/mas.v7n9p47","title":"Study of Cable Force of Construction Control and Alignment Control of Main Girders for Long-Span Railway Cable-Stayed Bridges","year":2013,"lang":"en","type":"article","venue":"Modern Applied Science","topic":"Structural Engineering and Vibration Analysis","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Girder; Structural engineering; Tension (geology); Span (engineering); Internal forces; Bending; Computer science; Engineering; Materials science; Composite material; Compression (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":[0.0002131472,0.0001201936,0.0003233021,0.0001445028,0.00005717733,0.00002086124,0.0001412802,0.00003327779,0.00001291469],"category_scores_gemma":[0.00001747834,0.0001097405,0.00003465047,0.0002200226,0.0002375471,0.000118537,0.00001343957,0.0000404383,3.119953e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003912055,"about_ca_system_score_gemma":0.00002424813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002253158,"about_ca_topic_score_gemma":0.00002582787,"domain_scores_codex":[0.9990224,0.000007436642,0.0003216045,0.0001928663,0.0002576501,0.0001980966],"domain_scores_gemma":[0.9994834,0.00006930508,0.00009931954,0.0001883491,0.00009401596,0.00006560246],"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":[0.00001471871,0.00001209268,0.0004938389,0.00004877132,0.00004328338,4.715487e-8,0.0004342044,0.7368888,0.2600383,0.000152395,0.000008683172,0.001864916],"study_design_scores_gemma":[0.001846821,0.00006458698,0.003974822,0.000007707412,0.00004891106,0.000001212744,0.001260336,0.9457926,0.04669309,0.0002096308,0.000001444094,0.00009887025],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3614376,0.00002336978,0.6379033,0.00001041072,0.00003259832,0.0004788416,0.00001379198,0.00002321932,0.00007680969],"genre_scores_gemma":[0.9984726,0.00000359032,0.001402704,0.000007790477,0.0000069311,0.00007362848,0.000001453258,0.00001063331,0.00002069945],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6370349,"threshold_uncertainty_score":0.4475087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006419970565981585,"score_gpt":0.2008640127023477,"score_spread":0.1944440421363662,"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."}}