{"id":"W4378675722","doi":"10.1016/j.jobe.2023.106954","title":"Load introduction and transfer mechanism of K-type CFST circular section connections","year":2023,"lang":"en","type":"article","venue":"Journal of Building Engineering","topic":"Structural Load-Bearing Analysis","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"National Natural Science Foundation of China","keywords":"Chord (peer-to-peer); Structural engineering; Materials science; Finite element method; Composite material; Engineering; Mechanics; Physics; Computer science","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":[0.0002842509,0.0001127071,0.000233531,0.0004639623,0.00003506715,0.0000223776,0.00006561474,0.00007155019,0.0000123369],"category_scores_gemma":[0.0001165456,0.0001154119,0.00009315802,0.0006656184,0.000009405856,0.0001781365,0.00001011354,0.0002560905,9.436682e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001213263,"about_ca_system_score_gemma":0.00001244029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001060831,"about_ca_topic_score_gemma":9.847073e-7,"domain_scores_codex":[0.9992232,0.000008660064,0.0003189194,0.00008862081,0.0002125388,0.0001480641],"domain_scores_gemma":[0.9996408,0.00004160127,0.00003807589,0.00009128571,0.0001299373,0.00005824798],"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":[0.000003158679,0.000001318365,0.00003134883,0.00006275506,0.0001108189,0.000003884371,0.00009169967,0.414214,0.5848542,0.0003673076,0.00006066061,0.000198896],"study_design_scores_gemma":[0.0004355838,0.0001034347,0.002273376,0.0001258443,0.0002161978,0.0004548044,0.0001264358,0.4414688,0.5529882,0.0002880457,0.001272741,0.0002465923],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9438339,0.0002401594,0.05378916,0.0000600962,0.001873582,0.00003153351,0.000001263701,0.0001596439,0.00001067326],"genre_scores_gemma":[0.9976245,0.0001700394,0.001454212,0.000001329712,0.000708707,7.760812e-7,8.754284e-7,0.00002947368,0.00001011223],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05379059,"threshold_uncertainty_score":0.4706359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007067955254354579,"score_gpt":0.1969433014175731,"score_spread":0.1898753461632185,"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."}}