{"id":"W3103033449","doi":"10.11159/iccste20.341","title":"Simplified Equations for Moment and Shear in Bridge GirdersResulting from AASHTO Truck Loading","year":2020,"lang":"en","type":"article","venue":"Proceedings of the International Conference on Civil, Structural and Transportation Engineering","topic":"Infrastructure Maintenance and Monitoring","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"Natural Sciences and Engineering Research Council of Canada; Universities Space Research Association","keywords":"Girder; Truck; Structural engineering; Bridge (graph theory); Moment (physics); Shear (geology); Shear force; Engineering; Materials science; Automotive engineering; Physics; Classical mechanics; Composite material","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003883385,0.0001361863,0.000140634,0.00005978726,0.00003795274,0.00004772427,0.0001262074,0.0000418496,0.000008155037],"category_scores_gemma":[0.00004074995,0.000116408,0.00003420372,0.00007967461,0.00001779196,0.0001924878,0.000008898195,0.0001359703,1.26488e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002886542,"about_ca_system_score_gemma":0.000006053473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003783534,"about_ca_topic_score_gemma":0.00002031153,"domain_scores_codex":[0.9993112,7.491998e-7,0.0002525903,0.0001645911,0.0001395909,0.0001312536],"domain_scores_gemma":[0.9997523,0.00004102703,0.00005481488,0.00002481839,0.00008066412,0.00004632154],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002306642,0.000009266665,0.03822959,0.0007954952,0.0002450298,0.000001654141,0.01702553,0.1943185,0.6057101,0.1356292,0.0000768898,0.007728118],"study_design_scores_gemma":[0.0009504001,0.00003845793,0.2902869,0.0003188005,0.00002548223,9.919203e-7,0.0005585458,0.6745194,0.03011017,0.002834978,0.0001015051,0.0002543515],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946446,0.000029873,0.003962449,0.0006288227,0.0002672518,0.0001994951,0.00009118748,0.0000514402,0.0001248855],"genre_scores_gemma":[0.9985778,0.00002474948,0.001198049,0.00003821166,0.0001055913,0.00002002097,0.00001731163,0.00001530806,0.000002973146],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5755999,"threshold_uncertainty_score":0.4746979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02254605168977459,"score_gpt":0.2293086978474839,"score_spread":0.2067626461577093,"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."}}