{"id":"W4383368899","doi":"10.3390/buildings13071714","title":"Seismic Performance and LCA Comparison between Concrete and Timber–Concrete Hybrid Buildings","year":2023,"lang":"en","type":"article","venue":"Buildings","topic":"Wood Treatment and Properties","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Northern British Columbia","funders":"Centre Scientifique et Technique du Bâtiment; China Postdoctoral Science Foundation; National Natural Science Foundation of China","keywords":"Life-cycle assessment; Sustainability; Carbon footprint; Global warming; Environmental science; Precast concrete; Global-warming potential; Environmentally friendly; Architectural engineering; Civil engineering; Greenhouse gas; Engineering; Climate change; Ecology","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":[0.0001554313,0.0002475584,0.0003336373,0.0001286542,0.000154591,0.0001079303,0.0001086321,0.00007061822,0.00001436011],"category_scores_gemma":[0.00001187416,0.0002309167,0.00003509997,0.0001478226,0.0001109741,0.0003164413,0.00009482782,0.000171111,0.00008818191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003015191,"about_ca_system_score_gemma":0.000006739554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004457347,"about_ca_topic_score_gemma":5.420936e-7,"domain_scores_codex":[0.9989833,0.00001179507,0.0002288298,0.0002601281,0.0001364015,0.0003795282],"domain_scores_gemma":[0.9996052,0.00007249632,0.00003669188,0.0001445391,0.0000195819,0.0001214494],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00008649574,0.000002436674,0.8345773,0.001250346,0.000744323,0.00004539227,0.005314428,0.003388294,0.0255565,0.0002755164,0.0660423,0.06271666],"study_design_scores_gemma":[0.002970654,0.0005966474,0.1245683,0.0005369982,0.0003813546,0.0001020443,0.0003020794,0.4008805,0.1376138,0.0003295715,0.3298816,0.001836484],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996489,0.001201806,0.00009011741,0.00021704,0.0001404629,0.0001699249,0.00001925988,0.0007253393,0.0009470552],"genre_scores_gemma":[0.9976354,0.0007326194,0.0007565716,0.00003826844,0.0001303148,0.00001968871,0.00003008945,0.00005405926,0.0006029811],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.710009,"threshold_uncertainty_score":0.941651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01689424767685848,"score_gpt":0.2194585882267441,"score_spread":0.2025643405498856,"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."}}