{"id":"W4388068967","doi":"10.3390/buildings13112749","title":"Experimental and Computational Research on the Shear Performance of Partially Filled Narrow-Width Steel Box-UHPC-Combined Girders under Negative Moment Action","year":2023,"lang":"en","type":"article","venue":"Buildings","topic":"Structural Behavior of Reinforced Concrete","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"National Natural Science Foundation of China","keywords":"Flange; Materials science; Cracking; Structural engineering; Ultimate load; Composite material; Shear (geology); Composite number; Yield (engineering); Finite element method; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002179743,0.0001252928,0.0001257225,0.0001448846,0.000161766,0.00003685337,0.0001238609,0.00005086363,0.00007989744],"category_scores_gemma":[0.00001781726,0.0001010474,0.00003571278,0.0003239471,0.0001110292,0.0001316134,0.00005507887,0.0002057074,0.00001726883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001237436,"about_ca_system_score_gemma":0.00002000296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002144585,"about_ca_topic_score_gemma":2.097434e-7,"domain_scores_codex":[0.9989345,0.00003211201,0.0001757712,0.000155745,0.0004459516,0.000255924],"domain_scores_gemma":[0.9994993,0.0002286144,0.00003334046,0.0001225749,0.00006321981,0.00005298753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002562869,0.000003764096,0.0004434834,0.00006961585,0.00008177243,0.000003094832,0.002392233,0.5050295,0.4804309,0.006517532,0.003041019,0.00173083],"study_design_scores_gemma":[0.001062769,0.0004613186,0.02977411,0.00007288975,0.0000100745,0.000004403072,0.002394953,0.2351004,0.7303398,0.0003310828,0.0002303749,0.0002177329],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987564,0.00002306783,0.0000918216,0.0002935579,0.0001238033,0.0003054827,0.000004532115,0.0001324744,0.000268861],"genre_scores_gemma":[0.9992639,0.00001086651,0.0004337327,0.00003023163,0.00002480172,0.00005247293,0.000008162928,0.00002313285,0.0001526858],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2699291,"threshold_uncertainty_score":0.4120592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05603298323258245,"score_gpt":0.3182211167891659,"score_spread":0.2621881335565835,"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."}}