{"id":"W4387309213","doi":"10.56330/kltb8950","title":"Quay Quarter Tower, Sydney – conservation, life extension and upgrade using live digital twinning","year":2023,"lang":"en","type":"article","venue":"The Structural Engineer","topic":"BIM and Construction Integration","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tower; Upgrade; Quarter (Canadian coin); Reuse; Intervention (counseling); Architectural engineering; Stiffness; Engineering; Civil engineering; Computer science; Structural engineering; Geography; Waste management","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":[0.0004849129,0.0001959544,0.0001447305,0.0005088606,0.001159751,0.000599076,0.0004545821,0.0002638728,0.004307974],"category_scores_gemma":[0.0005572949,0.00024573,0.0001987947,0.0004435758,0.0008144753,0.0006365399,0.0009499545,0.0003338547,0.0005229384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001617385,"about_ca_system_score_gemma":0.00176361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04293318,"about_ca_topic_score_gemma":0.1789926,"domain_scores_codex":[0.999647,0.00004240415,0.000008681931,0.00006270012,0.0001966735,0.00004256943],"domain_scores_gemma":[0.9997149,0.000028838,0.00002537001,0.00007341729,0.0001148089,0.00004270924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.001540702,0.0006350678,0.1170019,0.000503814,0.00006148415,0.005649597,0.01080813,0.03167383,0.2958788,0.01135525,0.005592776,0.5192988],"study_design_scores_gemma":[0.000117861,0.00546477,0.6091139,0.0001476203,0.00008351538,0.005294339,0.009366723,0.07406121,0.1462767,0.003721031,0.1462016,0.0001507367],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9637647,0.00009158767,0.009886536,0.0001350628,0.00001975597,0.0001337952,0.0001590553,0.0001171882,0.02569229],"genre_scores_gemma":[0.9601859,0.00007358988,0.01762195,0.00002228913,0.000003901069,0.00004143155,0.000164479,0.00002393182,0.02186245],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04293318,"threshold_uncertainty_score":0.08536655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01420437922547438,"score_gpt":0.2174068445445568,"score_spread":0.2032024653190824,"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."}}