{"id":"W4231059634","doi":"10.29173/mocs184","title":"Experimental Studies on Seismic Performance of Precast Steel Reinforced Concrete Frame and Connections","year":2015,"lang":"en","type":"article","venue":"Modular and Offsite Construction (MOC) Summit Proceedings","topic":"Structural Load-Bearing Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fundamental Research Funds for the Central Universities; Program for New Century Excellent Talents in University; Science and Technology Commission of Shanghai Municipality","keywords":"Precast concrete; Dissipation; Ductility (Earth science); Structural engineering; Materials science; Frame (networking); Reinforced concrete; Full scale; Composite material; Computer science; Physics; Engineering; Telecommunications","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001268591,0.000239041,0.0003683671,0.0002149721,0.0001420118,0.00006222809,0.00006978987,0.0001100462,0.000008100394],"category_scores_gemma":[0.00005556649,0.000231249,0.00005442663,0.0002364985,0.000289258,0.0003724488,0.00005515057,0.0001896763,0.000003886134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008884629,"about_ca_system_score_gemma":0.00001122747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001995125,"about_ca_topic_score_gemma":8.629439e-7,"domain_scores_codex":[0.9989628,0.000006875605,0.0003319666,0.0002807037,0.0002142556,0.0002034066],"domain_scores_gemma":[0.9994169,0.00002378677,0.0001058432,0.0001030169,0.0002166039,0.0001338857],"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":[0.0003916984,0.000007723072,0.04188331,0.001015399,0.001430578,0.000004547685,0.01016138,0.02988285,0.9018785,0.00599385,0.0008230053,0.006527163],"study_design_scores_gemma":[0.001110821,0.0003620137,0.001395281,0.0001825592,0.000132357,0.00009929688,0.0101451,0.2855176,0.7000278,0.0000503398,0.0005702011,0.0004066623],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974903,0.001024904,0.00004930152,0.0000262763,0.0003645556,0.0001663462,0.000008999488,0.0001768008,0.0006925556],"genre_scores_gemma":[0.9983944,0.0001679122,0.001113364,0.00002248655,0.00008122161,0.0000183283,0.00000506588,0.00002455739,0.0001726213],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2556348,"threshold_uncertainty_score":0.9430062,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02062887119062931,"score_gpt":0.2283648261260577,"score_spread":0.2077359549354284,"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."}}