{"id":"W3148451129","doi":"10.2749/christchurch.2021.0261","title":"Highway traffic loading - AS5100 and NZTA Bridge Manual compared to international codes","year":2021,"lang":"en","type":"article","venue":"Report","topic":"Structural Engineering and Vibration Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Notional amount; Bridge (graph theory); Eurocode; Transport engineering; Engineering; Process (computing); Computer science; Civil engineering; Structural engineering; Business","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":[0.003892291,0.0009985189,0.0004627361,0.00388018,0.001347321,0.002711553,0.001556031,0.0009395463,0.04942226],"category_scores_gemma":[0.01672707,0.000518115,0.0004533367,0.005044797,0.00105971,0.002214953,0.001547977,0.001539586,0.02476338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005454448,"about_ca_system_score_gemma":0.008470645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1899447,"about_ca_topic_score_gemma":0.1843248,"domain_scores_codex":[0.985551,0.001323854,0.0009206414,0.0007687158,0.01059107,0.0008446867],"domain_scores_gemma":[0.9815711,0.001113584,0.0008254049,0.001706509,0.01447707,0.0003062664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007830959,0.0002221738,0.01648746,0.0005188194,0.00002098277,0.0001855369,0.001695239,0.007420445,0.01426188,0.0604887,0.6864539,0.2114617],"study_design_scores_gemma":[0.000103627,0.0002047116,0.05781619,0.0002921594,0.00002476015,0.0002985062,0.001119994,0.007631344,0.006000222,0.004218655,0.9222087,0.00008115001],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.07723306,0.0007103642,0.03576922,0.002313997,0.002033808,0.000811393,0.05608001,0.004697552,0.8203506],"genre_scores_gemma":[0.3095,0.001789704,0.06929164,0.001011725,0.0003732333,0.00276925,0.1464511,0.007884579,0.4609287],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1899447,"threshold_uncertainty_score":0.3776782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01470604830161684,"score_gpt":0.2594952760479335,"score_spread":0.2447892277463167,"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."}}