{"id":"W3201802848","doi":"10.1002/stco.202100005","title":"Optimized design of fillet welds in RHS joints for EN 1993‐1‐8","year":2021,"lang":"en","type":"article","venue":"Steel Construction","topic":"Structural Load-Bearing Analysis","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Brace; Fillet weld; Fillet (mechanics); Welding; Structural engineering; Materials science; 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":[0.001431645,0.0008018833,0.0007338522,0.0009360094,0.0003203371,0.0006379377,0.0008289223,0.0004890069,0.003298173],"category_scores_gemma":[0.001699677,0.0004647428,0.0006987287,0.0004205984,0.0004110475,0.0003331625,0.0003904482,0.0002507826,0.0007411018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006929028,"about_ca_system_score_gemma":0.001184988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002872452,"about_ca_topic_score_gemma":0.005325104,"domain_scores_codex":[0.9991725,0.0001710593,0.00005023129,0.0001027726,0.000395254,0.0001081336],"domain_scores_gemma":[0.9993592,0.0001599758,0.0001284035,0.00006806566,0.0002504826,0.00003384606],"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":[0.0008714995,0.000115284,0.004918901,0.0008120631,0.00006580673,0.0003132586,0.0005528339,0.4375117,0.4784544,0.005494969,0.001110516,0.06977884],"study_design_scores_gemma":[0.0002109787,0.004363877,0.02037111,0.000112845,0.0001726826,0.0003658871,0.0004173627,0.5013866,0.4541108,0.001977644,0.01637887,0.0001312871],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5532511,0.0007323272,0.4308869,0.00003630527,0.00005248285,0.0004226144,0.0004056472,0.001168492,0.0130442],"genre_scores_gemma":[0.9286224,0.0001089517,0.06732828,0.000008091777,0.000003964474,0.0001210323,0.0002386914,0.0001892742,0.0033793],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003298173,"threshold_uncertainty_score":0.01103348,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01259161190340957,"score_gpt":0.2190682071006488,"score_spread":0.2064765951972393,"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."}}