{"id":"W3031475801","doi":"10.1061/(asce)st.1943-541x.0002722","title":"Large-Scale Experimental Testing and Numerical Modeling of Floor-to-Frame Connections for Controlled Rocking Steel Braced Frames","year":2020,"lang":"en","type":"article","venue":"Journal of Structural Engineering","topic":"Seismic Performance and Analysis","field":"Engineering","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Framing (construction); Structural engineering; Braced frame; Steel frame; Earthquake resistance; Actuator; Engineering; Structural system; Frame (networking); Inertial frame of reference; Connection (principal bundle); Geotechnical engineering; Geology; Mechanical engineering; Physics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009339156,0.0001617891,0.0005418113,0.0001363979,0.00005877794,0.00003377935,0.0001051171,0.00005467745,0.000008824995],"category_scores_gemma":[0.0002269767,0.0001430763,0.0001504001,0.0002317985,0.000005800293,0.000236973,0.00002712195,0.0002179294,3.300164e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003734421,"about_ca_system_score_gemma":0.00001204314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003120015,"about_ca_topic_score_gemma":1.330184e-7,"domain_scores_codex":[0.9989958,0.000004896835,0.0005305631,0.00009896386,0.0001483395,0.0002214604],"domain_scores_gemma":[0.9994854,0.0001025516,0.00009768257,0.00005565562,0.0001000018,0.0001586505],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004758811,0.000002567195,0.0001241304,0.00005059559,0.0001144886,0.00000125487,0.000924531,0.8287451,0.1696745,0.000008138538,0.000005354058,0.0003017416],"study_design_scores_gemma":[0.001700973,0.0001253496,0.0001841317,0.0000894009,0.00007225934,0.00003344761,0.001059274,0.9846923,0.01185219,0.00001163387,0.00002889803,0.0001501836],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7282808,0.0006133146,0.2707593,0.00006325346,0.0001399737,0.0000892188,0.000006224522,0.00004105911,0.000006851589],"genre_scores_gemma":[0.9708364,0.000006947389,0.02875733,0.0000597116,0.0003040455,0.000005233923,8.530347e-7,0.00002810135,0.000001355483],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2425556,"threshold_uncertainty_score":0.5834483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01339754181931761,"score_gpt":0.2319566480130878,"score_spread":0.2185591061937702,"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."}}