{"id":"W2354504439","doi":"","title":"Error Research on Mode Synthesis Method of Prefabricated Bridge","year":2002,"lang":"en","type":"article","venue":"","topic":"Structural Engineering and Vibration Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"CAE (Canada)","funders":"","keywords":"Bridge (graph theory); Normal mode; Vibration; Mode (computer interface); Structural engineering; Basis (linear algebra); Displacement (psychology); Computer science; Algorithm; Engineering; Mathematics; Acoustics; Physics; Geometry","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001523307,0.00008003949,0.0001459601,0.000249473,0.0000253776,0.00001032533,0.0001122738,0.00005470374,0.001183666],"category_scores_gemma":[0.00007459445,0.00006735298,0.00005120685,0.0005150266,0.00001776579,0.00004169541,0.000009620841,0.0001412533,0.00009959599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003392868,"about_ca_system_score_gemma":0.000001577879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009151376,"about_ca_topic_score_gemma":0.000004068665,"domain_scores_codex":[0.9993196,0.00004625729,0.0001536092,0.0001105312,0.000208719,0.0001612593],"domain_scores_gemma":[0.9994202,0.0002524944,0.000009197998,0.0002207518,0.0000444663,0.00005289241],"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":[0.000002787354,0.00001250605,0.00001009867,0.00003830361,0.00008578297,9.142543e-7,0.000122242,0.9430758,0.0145517,0.001614833,0.00676993,0.0337151],"study_design_scores_gemma":[0.00004298978,0.00001137989,0.0006828531,0.000009113785,0.000009792148,0.000001187658,0.00002667962,0.8963874,0.1021872,0.00002871547,0.0005411825,0.0000715005],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08681619,0.0001588731,0.7950655,0.0003439695,0.0001379702,0.0001808067,0.00002834482,0.001009606,0.1162588],"genre_scores_gemma":[0.9917996,0.00002527543,0.007254293,0.000008275876,0.00001838091,0.00001127329,0.000001869089,0.00001811822,0.0008628964],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9049834,"threshold_uncertainty_score":0.9997294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1291258892994464,"score_gpt":0.3693604943674961,"score_spread":0.2402346050680498,"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."}}