{"id":"W2310717355","doi":"10.1201/9780203882818.ch29","title":"New IIW (2008) static design recommendations for hollow section joints","year":2008,"lang":"en","type":"book-chapter","venue":"","topic":"Structural Load-Bearing Analysis","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Section (typography); Structural engineering; Engineering; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006977851,0.00152582,0.0008291171,0.001461049,0.0007474615,0.002045884,0.001616448,0.001578572,0.1037483],"category_scores_gemma":[0.0009536094,0.001159942,0.0007648972,0.001264953,0.0005074667,0.002159453,0.001127373,0.001947755,0.06831536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001155485,"about_ca_system_score_gemma":0.001624862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003577442,"about_ca_topic_score_gemma":0.01310971,"domain_scores_codex":[0.9993569,0.00003463269,0.00002302884,0.00006025136,0.0004726091,0.00005264262],"domain_scores_gemma":[0.9996302,0.00003134784,0.00001423206,0.00004004138,0.0002621906,0.00002206724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003359649,0.00004305806,0.0001016094,0.0002162267,0.000005282418,0.00006823598,0.0001170578,0.003418696,0.005007462,0.04522657,0.6019256,0.3438367],"study_design_scores_gemma":[0.000005091428,0.00002530788,0.0001818382,0.00009326037,0.000005741264,0.0001176724,0.00003374267,0.001624341,0.001304118,0.0082966,0.9882987,0.00001373928],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001204333,0.005884121,0.2351795,0.002020816,0.00507566,0.0001652088,0.001627443,0.003970955,0.744872],"genre_scores_gemma":[0.003747297,0.002787639,0.04712088,0.0005230432,0.0002853943,0.0001118491,0.00141738,0.001016738,0.9429897],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1037483,"threshold_uncertainty_score":0.3470727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04876766443311923,"score_gpt":0.2369784983753285,"score_spread":0.1882108339422093,"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."}}