{"id":"W4380449543","doi":"10.52202/069179-0129","title":"STRUCTURAL AND LIFE CYCLE ANALYSES FOR A TIMBER-CONCRETE HYBRID BUILDING","year":2023,"lang":"en","type":"article","venue":"","topic":"Architecture and Computational Design","field":"Engineering","cited_by":3,"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":"Architectural engineering; Computer science; Structural engineering; Construction engineering; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002032724,0.0003179038,0.0001408664,0.0008117568,0.0002203553,0.0001912892,0.0002558817,0.0002604366,0.001883865],"category_scores_gemma":[0.0002175969,0.0001259598,0.0005298359,0.0004034961,0.0001797671,0.0002166184,0.0001616985,0.0001547787,0.0001498447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004948593,"about_ca_system_score_gemma":0.0002892896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01462619,"about_ca_topic_score_gemma":0.01671698,"domain_scores_codex":[0.9999492,0.0000088941,0.00000253867,0.000008582231,0.00001679368,0.00001404869],"domain_scores_gemma":[0.9998922,0.00003754562,0.00001727671,0.000009882538,0.00003451888,0.000008422629],"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":[0.00008374421,0.00006209582,0.02181363,0.0000584886,0.00003426864,0.0001429785,0.00005811285,0.9441181,0.02024061,0.001242732,0.0001797123,0.01196557],"study_design_scores_gemma":[0.000006432333,0.0001548904,0.02377095,0.000004751927,0.00002789294,0.0000485049,0.0000871235,0.9702578,0.004682923,0.0005011666,0.0004457595,0.00001194796],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932939,0.00005662467,0.004542895,0.00001150151,0.000002410962,0.00001004163,0.000310105,0.00002000332,0.001752618],"genre_scores_gemma":[0.9981469,0.000023756,0.001162633,0.000001897011,4.562806e-7,0.000007688914,0.0002347132,0.000004584469,0.0004172513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01462619,"threshold_uncertainty_score":0.02908206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02817910059429781,"score_gpt":0.2860755676942526,"score_spread":0.2578964670999548,"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."}}