{"id":"W6976891175","doi":"10.60692/edxfe-3gg94","title":"Sustainable Development of Recent High-Rise Timber Buildings","year":2024,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Fire dynamics and safety research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sustainability; Cross laminated timber; Sustainable development; Fire resistance; Green building; Logging","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004954757,0.0001363917,0.00007653587,0.001057515,0.0005909639,0.001116725,0.000341871,0.0001723294,0.003107816],"category_scores_gemma":[0.0004712049,0.00006676107,0.0001352017,0.001911952,0.0004094262,0.0005217962,0.0005701377,0.0002255137,0.0003093047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002468223,"about_ca_system_score_gemma":0.00127622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01517847,"about_ca_topic_score_gemma":0.06644811,"domain_scores_codex":[0.9996876,0.00005668778,0.00001198149,0.00002261952,0.0001775313,0.00004359167],"domain_scores_gemma":[0.999658,0.00004566395,0.00006216613,0.00001903653,0.0001657963,0.00004935421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002245612,0.0003712549,0.2418358,0.00120633,0.00009865606,0.001392561,0.01242595,0.05136735,0.01725406,0.1353638,0.00730212,0.5311576],"study_design_scores_gemma":[0.000008861869,0.0004620994,0.7042183,0.0003704493,0.0000427827,0.0009711548,0.01395917,0.009277401,0.0129334,0.01327766,0.244427,0.00005182017],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8803217,0.004629242,0.002495184,0.0004321224,0.00001930048,0.00004935774,0.0006489267,0.00003396662,0.1113702],"genre_scores_gemma":[0.9883532,0.001939299,0.001700302,0.00001335943,0.000006318625,0.0000108599,0.0003733838,0.000005746565,0.007597528],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01517847,"threshold_uncertainty_score":0.03018028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01590235072114892,"score_gpt":0.2091063362323361,"score_spread":0.1932039855111871,"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."}}