{"id":"W3134995536","doi":"10.2749/newyork.2019.0984","title":"Traffic loading – AASHTO, State Implementations and International Codes of Practice","year":2019,"lang":"en","type":"article","venue":"Report","topic":"Infrastructure Maintenance and Monitoring","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Notional amount; Bridge (graph theory); Implementation; Computer science; Software; Process (computing); State (computer science); Engineering; Transport engineering; Civil engineering; Structural engineering; Software engineering; Operating system","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":[0.007822744,0.0008299335,0.0003394265,0.005186843,0.002250717,0.004672652,0.001878998,0.002135396,0.02595352],"category_scores_gemma":[0.02799176,0.0007910478,0.0004520447,0.006990795,0.00170011,0.00322738,0.001675982,0.002481161,0.01991925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004202583,"about_ca_system_score_gemma":0.01266343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04124054,"about_ca_topic_score_gemma":0.04454232,"domain_scores_codex":[0.9843429,0.002685121,0.001751009,0.0007533013,0.009526676,0.0009409614],"domain_scores_gemma":[0.9704634,0.003151244,0.0016066,0.004485135,0.01969942,0.0005942322],"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":[0.0003156938,0.0004521213,0.006993322,0.0006959045,0.00001469545,0.0001288393,0.002117826,0.004879917,0.006454729,0.1567115,0.5244807,0.2967547],"study_design_scores_gemma":[0.00003054578,0.000161612,0.01016849,0.0006108336,0.0000148927,0.0001902824,0.0009374543,0.003188445,0.002675409,0.01175097,0.9702042,0.00006684497],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03592033,0.001679502,0.09657381,0.005887191,0.002433976,0.0009621346,0.01327454,0.01493579,0.8283326],"genre_scores_gemma":[0.2532752,0.00317085,0.2740478,0.003627021,0.0006094614,0.004157918,0.03966868,0.008361658,0.4130813],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04124054,"threshold_uncertainty_score":0.08682323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007237452041953069,"score_gpt":0.2783051403788712,"score_spread":0.2710676883369181,"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."}}