{"id":"W3129157887","doi":"10.1016/j.jcsr.2021.106548","title":"Evaluation of the slotted-hidden-gap (SHG) connection for square HSS brace members","year":2021,"lang":"en","type":"article","venue":"Journal of Constructional Steel Research","topic":"Structural Load-Bearing Analysis","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Polytechnique Montréal; McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Brace; Structural engineering; Square (algebra); Connection (principal bundle); Ultimate tensile strength; Engineering; Hardening (computing); Finite element method; Materials science; Composite material; Geometry; Mathematics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001013516,0.0005266698,0.0004433871,0.000717724,0.0005326277,0.0005982042,0.001227251,0.0009460904,0.007739653],"category_scores_gemma":[0.002346254,0.0002401627,0.0002750558,0.0004520042,0.0004898118,0.0007623445,0.0004982922,0.0002839973,0.0008525801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004083027,"about_ca_system_score_gemma":0.0005455925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001907521,"about_ca_topic_score_gemma":0.004147191,"domain_scores_codex":[0.9993363,0.0001831692,0.00002204057,0.0000932312,0.0002862822,0.00007891562],"domain_scores_gemma":[0.9982154,0.0005357787,0.0001297592,0.0002011372,0.0007492647,0.0001686027],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.01199079,0.002187554,0.04521883,0.001009084,0.0001235957,0.0006158649,0.0007288136,0.3845528,0.2500268,0.004236445,0.00222419,0.2970853],"study_design_scores_gemma":[0.000214837,0.01239973,0.04611647,0.00005918603,0.0002213289,0.000222662,0.001292923,0.8575836,0.07780315,0.0007997731,0.003228331,0.00005811649],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9805563,0.00007363508,0.0148346,0.00003672221,0.000041523,0.00005730671,0.00008507707,0.0002261528,0.004088759],"genre_scores_gemma":[0.9964611,0.00001417318,0.002930366,0.000003118908,0.000003123099,0.000007459073,0.00003105103,0.00001078852,0.0005389777],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007739653,"threshold_uncertainty_score":0.02589178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1110278643086902,"score_gpt":0.3786503069229537,"score_spread":0.2676224426142635,"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."}}