{"id":"W563155883","doi":"","title":"Modern techniques in bridge engineering","year":2011,"lang":"en","type":"book","venue":"CRC Press/Balkema eBooks","topic":"Structural Engineering and Vibration Analysis","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bridge (graph theory); Engineering; Beam bridge; Truss; Span (engineering); Structural engineering; Girder; Deck; Civil engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001210924,0.001196176,0.0008234984,0.003028059,0.001179528,0.002603263,0.001467366,0.00141503,0.04485573],"category_scores_gemma":[0.001783276,0.0005440792,0.001012595,0.00268401,0.002662356,0.002861037,0.001963835,0.002968247,0.02576625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001104853,"about_ca_system_score_gemma":0.0009719233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008864728,"about_ca_topic_score_gemma":0.001278829,"domain_scores_codex":[0.9989457,0.0001746947,0.00008515798,0.0001869807,0.0005438893,0.00006374371],"domain_scores_gemma":[0.9994006,0.0001745838,0.00002922317,0.0001306228,0.0002242357,0.00004074078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002708323,0.00004875195,0.0003341471,0.0007536731,0.00003110647,0.0002183874,0.0004494842,0.007898405,0.002534735,0.3978611,0.118582,0.4712611],"study_design_scores_gemma":[0.000008421947,0.00004357291,0.0003397132,0.0002794053,0.000007909522,0.0005164663,0.0001150032,0.005357826,0.0006178378,0.2411606,0.7515355,0.00001773052],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.002617602,0.1338724,0.5206805,0.004652197,0.00796344,0.0001449741,0.0003906091,0.001464867,0.3282133],"genre_scores_gemma":[0.1053782,0.1271359,0.3393524,0.002432982,0.008927522,0.0005040451,0.001064018,0.00102663,0.4141784],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.04485573,"threshold_uncertainty_score":0.1500574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01956552330317811,"score_gpt":0.2011008028320049,"score_spread":0.1815352795288268,"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."}}