{"id":"W2412671705","doi":"10.1007/978-3-319-19785-2_5","title":"The Use of Appropriate Finite Element Modelling Techniques for the Idealization of a Novel Hybrid Multi-girder Bridge Deck System","year":2015,"lang":"en","type":"book-chapter","venue":"Springer tracts on transportation and traffic","topic":"Structural Engineering and Vibration Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Structural engineering; Finite element method; Girder; Tube (container); Deck; Fibre-reinforced plastic; Deflection (physics); Rod; Transverse plane; Engineering; Curvature; Materials science; Mechanical engineering; Mathematics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001846833,0.0003851558,0.0003828714,0.0003609452,0.0003434948,0.0008117367,0.0006726028,0.0007037561,0.003852217],"category_scores_gemma":[0.0003300137,0.0002859541,0.0003943926,0.0002848407,0.0004067274,0.0006988482,0.0005285965,0.0007101189,0.0009722761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000233721,"about_ca_system_score_gemma":0.000282833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004673761,"about_ca_topic_score_gemma":0.0008799202,"domain_scores_codex":[0.9998765,0.00002513362,0.000006230001,0.00001930854,0.0000636808,0.000009211673],"domain_scores_gemma":[0.9999107,0.00002859234,0.000008303565,0.0000233493,0.00002376088,0.00000528],"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":[0.00007182479,0.00008934512,0.0003840246,0.0002387592,0.00002528523,0.0002284948,0.000250545,0.6839617,0.07185178,0.1309279,0.002352562,0.1096178],"study_design_scores_gemma":[0.000003729734,0.00003183352,0.0001278606,0.00001750666,0.000006647758,0.0001946367,0.00002795809,0.9765672,0.00632632,0.008528238,0.008157951,0.00001007549],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01325134,0.0001612452,0.9739871,0.00008073772,0.00005739999,0.00003010117,0.00004743765,0.0002785177,0.01210605],"genre_scores_gemma":[0.4845704,0.0006229547,0.4935797,0.00008911886,0.00004057281,0.0001275089,0.0002149929,0.0002030759,0.02055163],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.003852217,"threshold_uncertainty_score":0.01288694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07199561962087199,"score_gpt":0.2450816554408645,"score_spread":0.1730860358199925,"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."}}