{"id":"W4394747392","doi":"10.62913/engj.v56i3.1150","title":"Weld Effective Lengths for Round HSS Cross-Connections under Branch Axial Loading","year":2019,"lang":"en","type":"article","venue":"Engineering Journal","topic":"Structural Load-Bearing Analysis","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Dalhousie University","funders":"","keywords":"Welding; Fillet weld; Structural engineering; Fillet (mechanics); Cross section (physics); Engineering; Materials science; Mechanical engineering; Physics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002699754,0.0002831551,0.0003351661,0.0003089206,0.0001902465,0.0003323059,0.0002150523,0.0001450914,0.0001714402],"category_scores_gemma":[0.0001313229,0.0002883168,0.0002979451,0.000301043,0.00001573228,0.0004117317,0.00002550346,0.0006674954,0.00008000975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000372838,"about_ca_system_score_gemma":0.00001848068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001181604,"about_ca_topic_score_gemma":0.000003410234,"domain_scores_codex":[0.9986966,0.00001327441,0.0003330694,0.0002225161,0.000213798,0.000520798],"domain_scores_gemma":[0.9991335,0.0003387196,0.00005303623,0.0002199793,0.00009563149,0.0001591884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001228677,0.000004782733,0.001064183,0.00007637912,0.0003599793,0.000002942689,0.0001333382,0.8998488,0.09688751,0.0005400607,0.0001327081,0.0009370018],"study_design_scores_gemma":[0.003533761,0.0002471709,0.05907962,0.0003532429,0.0002916207,0.0008777683,0.0001517745,0.7801507,0.143198,0.00117285,0.009399063,0.001544366],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8658426,0.0003555455,0.1292069,0.00003634551,0.003544639,0.0002366122,0.000008800732,0.0003740566,0.0003945197],"genre_scores_gemma":[0.9963615,0.00001698466,0.002052418,0.00001372045,0.001096399,0.00002507983,0.000004463041,0.00009824376,0.0003311682],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.130519,"threshold_uncertainty_score":0.9999569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004977116936418012,"score_gpt":0.2309418316694508,"score_spread":0.2259647147330328,"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."}}