{"id":"W4410487081","doi":"10.1016/j.dibe.2025.100682","title":"Performance of connection joints of beam-column structure using Ultra-high-performance concrete under full-scale tests","year":2025,"lang":"en","type":"article","venue":"Developments in the Built Environment","topic":"Structural Behavior of Reinforced Concrete","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Partenariat Canadien Contre Le Cancer","keywords":"Connection (principal bundle); Structural engineering; Column (typography); Beam (structure); Materials science; Engineering","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001561169,0.00024662,0.0003069782,0.000159712,0.0000696807,0.00001070354,0.0003694001,0.0001301185,0.00007722277],"category_scores_gemma":[0.000009576419,0.0002142945,0.00003788255,0.0002240331,0.0001307683,0.0001547298,0.00006350888,0.0002287457,0.000006055791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003088008,"about_ca_system_score_gemma":0.00003451712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002578725,"about_ca_topic_score_gemma":0.00000283979,"domain_scores_codex":[0.9985749,0.00002577149,0.0005463736,0.0002057195,0.0003531136,0.0002941975],"domain_scores_gemma":[0.999406,0.00006093812,0.0001227224,0.0003660455,0.00001467043,0.00002964967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00004013367,0.000001342546,0.06216072,0.0002086669,0.00006733112,8.377623e-7,0.0005446963,0.1694776,0.7648444,0.00002361869,0.00001268905,0.002618008],"study_design_scores_gemma":[0.0005092434,0.00004008349,0.4059862,0.0001491818,0.00003193834,0.00001098966,0.0001192281,0.003949633,0.5889478,0.00001199195,0.00006045414,0.0001832679],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986585,0.00007044073,0.0002167236,0.000007193279,0.0003433745,0.0003906127,0.00001748996,0.00002856157,0.0002670833],"genre_scores_gemma":[0.9954298,0.000159353,0.004245897,0.0000379799,0.0000116081,0.00001976968,0.00001928664,0.00002123931,0.00005511804],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3438255,"threshold_uncertainty_score":0.8738676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009387043034168959,"score_gpt":0.2115492509922569,"score_spread":0.202162207958088,"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."}}