{"id":"W4382203646","doi":"10.18280/ijsdp.180622","title":"The Most Appropriate Reuse of Historic Buildings","year":2023,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Cultural Heritage Management and Preservation","field":"Arts and Humanities","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reuse; Architectural engineering; Environmental planning; Adaptive reuse; Environmental science; Civil engineering; Environmental resource management; Engineering; Waste management","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.004083743,0.0003191738,0.0003117429,0.002175983,0.002191277,0.003636028,0.001148984,0.0008629913,0.002898159],"category_scores_gemma":[0.007055894,0.0002086643,0.0005300511,0.002204397,0.005733053,0.003856413,0.003168245,0.0007918356,0.000367544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002900494,"about_ca_system_score_gemma":0.00405568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005245894,"about_ca_topic_score_gemma":0.01876508,"domain_scores_codex":[0.9934348,0.002998375,0.0004556422,0.0005004036,0.001997871,0.0006129748],"domain_scores_gemma":[0.9960899,0.0009198704,0.0006886836,0.001281944,0.0008287107,0.0001908821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009510139,0.0001593496,0.04665545,0.001757468,0.0001071969,0.001273921,0.06013787,0.004616687,0.01398816,0.3533764,0.006990876,0.5108415],"study_design_scores_gemma":[0.00002890808,0.0005190125,0.108255,0.002581292,0.0002007256,0.004269726,0.1327178,0.00410396,0.02515873,0.1668314,0.5550789,0.0002544769],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5807331,0.003810818,0.1600521,0.005270444,0.0001287779,0.0004687241,0.0002158701,0.0003688423,0.2489512],"genre_scores_gemma":[0.9611654,0.0007957408,0.02992787,0.0002052053,0.00001305801,0.00004630239,0.00005009204,0.0000820632,0.007714159],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.005245894,"threshold_uncertainty_score":0.02159715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05258376600456953,"score_gpt":0.247284777048615,"score_spread":0.1947010110440454,"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."}}