{"id":"W2156450740","doi":"10.1061/9780784413357.213","title":"Experimental Behavior of Low-Ductility Brace Connection Limit States","year":2014,"lang":"en","type":"article","venue":"Structures Congress 2014","topic":"Structural Load-Bearing Analysis","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"Polytechnique Montréal","keywords":"Structural engineering; Brace; Welding; Fillet weld; Flange; Fillet (mechanics); Ductility (Earth science); Connection (principal bundle); Buckling; Failure mode and effects analysis; Ultimate tensile strength; Materials science; Engineering; Composite material","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":[0.0005407275,0.0002808398,0.0001998152,0.0005807459,0.0005100896,0.0003098554,0.0006450957,0.0004252955,0.006243025],"category_scores_gemma":[0.00166525,0.0003305423,0.0001258598,0.0003420317,0.0009228139,0.0005522578,0.0005493857,0.0004607102,0.0006185725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004052505,"about_ca_system_score_gemma":0.0002169049,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002297151,"about_ca_topic_score_gemma":0.006205631,"domain_scores_codex":[0.9995994,0.00003696017,0.00002388277,0.00008311924,0.0001690654,0.00008758243],"domain_scores_gemma":[0.9986017,0.0002897425,0.0002048641,0.0002510498,0.000509754,0.0001428296],"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":[0.0006576832,0.0002560433,0.01010732,0.0001019341,0.00001379313,0.0003343659,0.001120076,0.007318974,0.9705067,0.001280127,0.0003707519,0.007932159],"study_design_scores_gemma":[0.00003898713,0.00220769,0.04309126,0.00004840588,0.00002470553,0.0002741174,0.0008527596,0.03662933,0.9138927,0.0004613262,0.002432462,0.00004611378],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963289,0.00004366478,0.001439462,0.00001259023,0.000003479887,0.00001670539,0.0001371151,0.00008926255,0.001928819],"genre_scores_gemma":[0.9975503,0.00002736323,0.0009753414,0.000006958157,9.590317e-7,0.00002666393,0.0001792753,0.00001826598,0.001214923],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006243025,"threshold_uncertainty_score":0.02088499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006308911488666188,"score_gpt":0.2314001943593433,"score_spread":0.2250912828706771,"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."}}