{"id":"W1972714746","doi":"10.1139/l10-113","title":"Experimental cyclic loading of concentric HSS braces","year":2010,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"Seismic Performance and Analysis","field":"Engineering","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Brace; Bracing; Structural engineering; Dissipation; Concentric; Buckle; Fracture (geology); Buckling; Tension (geology); Displacement (psychology); Engineering; Compression (physics); Braced frame; Materials science; Composite material; Mathematics; Mechanical engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009463578,0.000119577,0.0002339153,0.0003689835,0.00003022667,0.00002661588,0.0002032596,0.00006223164,0.0003342805],"category_scores_gemma":[0.00003346427,0.0001237012,0.0001101437,0.0002818818,0.00002609056,0.000241221,0.000004629821,0.0003083626,0.000004915652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000703655,"about_ca_system_score_gemma":0.0001045003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001788647,"about_ca_topic_score_gemma":0.003827411,"domain_scores_codex":[0.9992348,0.000002883981,0.0003216201,0.00005455962,0.0001151298,0.0002710091],"domain_scores_gemma":[0.9994133,0.00002375709,0.00006514565,0.0001079692,0.00004732561,0.0003425508],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000002484884,0.000008803732,0.007637908,0.00009520728,0.0002207944,0.0001121556,0.001353951,0.3386261,0.6488081,0.0001756667,0.001096959,0.001861891],"study_design_scores_gemma":[0.001157868,0.0001036959,0.008612919,0.0003966842,0.0001108875,0.0005572519,0.0006458232,0.3330177,0.6148056,0.00002582481,0.03978635,0.0007794518],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942257,0.002354271,0.001350593,0.00001777577,0.0009704178,0.00002286922,0.000005335949,0.00001956373,0.001033458],"genre_scores_gemma":[0.9994777,0.00003415114,0.0001809229,0.00001493495,0.0002530034,7.581776e-7,7.858975e-7,0.00002380146,0.00001397184],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03868939,"threshold_uncertainty_score":0.5044387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004626457913418753,"score_gpt":0.1840779339959482,"score_spread":0.1794514760825294,"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."}}