{"id":"W2954743502","doi":"10.1002/stco.201900010","title":"Optimized design of fillet welds for CHS joints according to EN 1993‐1‐8","year":2019,"lang":"en","type":"article","venue":"Steel Construction","topic":"Structural Load-Bearing Analysis","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Dalhousie University","funders":"","keywords":"Fillet (mechanics); Brace; Welding; Fillet weld; Structural engineering; Finite element method; Engineering; Mechanical engineering","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":[0.0006004359,0.0006598064,0.0004432352,0.0007814945,0.0002391817,0.0005745205,0.0005700589,0.0003389454,0.003120669],"category_scores_gemma":[0.0008826337,0.0003443556,0.0004248494,0.0003798717,0.0003002285,0.0002272333,0.0003421111,0.0002023612,0.0004683932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005178753,"about_ca_system_score_gemma":0.001079749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002680963,"about_ca_topic_score_gemma":0.006505318,"domain_scores_codex":[0.9996991,0.00005634435,0.00001778718,0.00003779549,0.0001472909,0.00004174991],"domain_scores_gemma":[0.9997534,0.00005494939,0.00004923452,0.00002507637,0.0001012316,0.00001612309],"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":[0.000468293,0.0001412327,0.004860805,0.0006903071,0.00005433524,0.0001883466,0.0003457639,0.567556,0.3049101,0.008577173,0.001191841,0.1110159],"study_design_scores_gemma":[0.0002168534,0.002799348,0.01956914,0.0001023587,0.0001550232,0.000344092,0.0004193442,0.749584,0.2047909,0.003242025,0.01865678,0.0001200414],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3463555,0.0003226904,0.6376712,0.00003381246,0.00003449896,0.0003641372,0.0002108826,0.000853778,0.01415342],"genre_scores_gemma":[0.8356399,0.0001747681,0.1592386,0.00001402083,0.000005078404,0.0002295559,0.0001863675,0.0001496201,0.004362089],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003120669,"threshold_uncertainty_score":0.01043963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0103892088835939,"score_gpt":0.218372755206572,"score_spread":0.2079835463229781,"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."}}