{"id":"W3129147422","doi":"10.2749/vancouver.2017.1344","title":"Column Removal Analysis of Bare Steel Gravity Frames Using Connection Behaviour from Physical Tests","year":2017,"lang":"en","type":"article","venue":"Report","topic":"Structural Response to Dynamic Loads","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Robustness (evolution); Structural engineering; Framing (construction); Progressive collapse; Column (typography); Connection (principal bundle); Shear (geology); Computer science; Engineering; Materials science; Reinforced concrete; Composite material; Chemistry","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":[0.0003137414,0.0004822833,0.0002409753,0.0011492,0.0003256891,0.0002948798,0.0005267572,0.0003820503,0.002089684],"category_scores_gemma":[0.0008641449,0.0002211689,0.0002452079,0.0004952161,0.0004997313,0.0002681475,0.0002480326,0.0002022511,0.0003401077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003102914,"about_ca_system_score_gemma":0.0001820582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003001599,"about_ca_topic_score_gemma":0.008349577,"domain_scores_codex":[0.9995672,0.00003692016,0.00001571004,0.00005159929,0.0002877409,0.00004078991],"domain_scores_gemma":[0.9995659,0.0001297661,0.00007927405,0.00004797593,0.0001496914,0.00002749175],"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":[0.0003703213,0.0001057024,0.01121914,0.0001286851,0.00002390706,0.0003705866,0.0002441094,0.04843896,0.9165406,0.0001954399,0.0003874614,0.02197506],"study_design_scores_gemma":[0.00003757156,0.003251506,0.2769907,0.00003440006,0.00007447973,0.0005762737,0.0005277293,0.228449,0.4862656,0.0002783707,0.003410171,0.0001041967],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933318,0.000079751,0.005011569,0.00001027274,0.000008523168,0.00003013228,0.0001672591,0.00008148255,0.001279116],"genre_scores_gemma":[0.9979512,0.00004285324,0.00120023,0.000005020815,0.000001912525,0.00001181095,0.000189283,0.00001093973,0.0005867382],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003001599,"threshold_uncertainty_score":0.006990671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02050972919391057,"score_gpt":0.3035519559120893,"score_spread":0.2830422267181787,"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."}}