{"id":"W2807047712","doi":"10.1002/stco.201810017","title":"Simplified design equations for Plate‐to‐CHS T and X joints for use in codes","year":2018,"lang":"en","type":"article","venue":"Steel Construction","topic":"Structural Load-Bearing Analysis","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Chord (peer-to-peer); Brace; Structural engineering; Simultaneous equations; Joint (building); Compression (physics); Mathematics; Mathematical analysis; Computer science; Engineering; Materials science; Differential equation; Composite material","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":[0.0001214614,0.0001068171,0.0001530478,0.0002030342,0.00009715097,0.00006266149,0.00004401583,0.00006977375,0.00001023593],"category_scores_gemma":[0.0002412905,0.0001129926,0.00003483301,0.0001914176,0.00005931862,0.0001608203,0.00001087811,0.00004779644,0.000005481621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000635447,"about_ca_system_score_gemma":0.00001167304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004493428,"about_ca_topic_score_gemma":0.0001960277,"domain_scores_codex":[0.9993711,0.00001455904,0.000193837,0.0001792381,0.00005838509,0.0001829366],"domain_scores_gemma":[0.99942,0.0002863304,0.00002761936,0.0001232976,0.0000915596,0.00005114485],"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":[0.0005953779,0.00001983707,0.01231741,0.0003387509,0.0005458276,0.00000146962,0.002024906,0.06442386,0.7566842,0.02629372,0.001917038,0.1348376],"study_design_scores_gemma":[0.002002097,0.0002424524,0.0162754,0.00008658503,0.0001603761,0.00002397825,0.0005367397,0.7574655,0.2095665,0.01191182,0.001160387,0.0005681781],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5689492,0.00001197507,0.4300528,0.00002375812,0.0002910689,0.0004648578,0.00004085879,0.0001067764,0.00005863575],"genre_scores_gemma":[0.8708133,0.000002770834,0.1289281,0.00001458249,0.00009240935,0.00007881563,0.00001297827,0.00001835353,0.00003878129],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6930416,"threshold_uncertainty_score":0.4607704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05197961722999532,"score_gpt":0.2657252687850514,"score_spread":0.213745651555056,"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."}}