{"id":"W4221122579","doi":"10.1002/tal.1933","title":"Seismic reliability evaluation of a tall concrete‐timber hybrid structural system","year":2022,"lang":"en","type":"article","venue":"The Structural Design of Tall and Special Buildings","topic":"Wood Treatment and Properties","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Fundamental Research Funds for Central Universities of the Central South University; China Scholarship Council; National Natural Science Foundation of China","keywords":"Reliability (semiconductor); Structural engineering; Range (aeronautics); Structural system; Limit state design; Engineering; Computer science; Reliability engineering","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":[0.0005316064,0.0001914273,0.0003037598,0.0000504959,0.000203517,0.00002349303,0.0002168516,0.00003128222,0.0002444523],"category_scores_gemma":[0.00002609999,0.0001303577,0.00008627288,0.0001088888,0.0001655146,0.0001460446,0.0000970901,0.0001509551,0.000001014565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001605636,"about_ca_system_score_gemma":0.00002967429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001436406,"about_ca_topic_score_gemma":0.000001673293,"domain_scores_codex":[0.9986225,0.0001907951,0.0003380491,0.0001765222,0.0004836943,0.0001884409],"domain_scores_gemma":[0.9994759,0.00006930938,0.00011648,0.000203331,0.00009749509,0.00003750425],"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":[0.0005096625,0.000002950517,0.0007170505,0.0003243283,0.0002986579,0.000004215045,0.003144129,0.9580408,0.02909339,0.001865503,0.001239182,0.004760162],"study_design_scores_gemma":[0.001741118,0.0004631743,0.006871091,0.00005480571,0.0004595128,0.0001621558,0.0009539701,0.9473925,0.03066649,0.01043527,0.000344076,0.0004558339],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972734,0.0006009666,0.00009741527,0.00004960597,0.0005795074,0.0005617614,0.00005532681,0.00006242947,0.0007195212],"genre_scores_gemma":[0.9993302,0.00000982464,0.0003097448,0.000006275016,0.0002336205,0.00002603315,0.00001489728,0.00001928314,0.00005011464],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01064826,"threshold_uncertainty_score":0.5315834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01783762013809108,"score_gpt":0.2150232244623208,"score_spread":0.1971856043242297,"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."}}