{"id":"W6961214772","doi":"10.14288/1.0448767","title":"Bring Back the City","year":2025,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Redevelopment; Urban planning; Urban regeneration; Urban resilience; Sustainable community; Sustainable city; Sustainable development; Identity (music)","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":[0.0007054923,0.0007785296,0.000304751,0.000939226,0.02190536,0.01097227,0.001532799,0.002616129,0.05239745],"category_scores_gemma":[0.002194878,0.0002952058,0.0005202167,0.001000191,0.003843446,0.003258281,0.007818462,0.002619495,0.00880174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02528752,"about_ca_system_score_gemma":0.05270067,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8276389,"about_ca_topic_score_gemma":0.9584177,"domain_scores_codex":[0.9985217,0.0001354255,0.00001533512,0.0001141155,0.0004695138,0.0007439106],"domain_scores_gemma":[0.9977887,0.0000510187,0.00002871308,0.00008290959,0.000572675,0.001475975],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004081874,0.00007128996,0.0040343,0.0002108702,0.00001545337,0.0009686744,0.01471587,0.0002806356,0.001254967,0.04506427,0.8125384,0.1208045],"study_design_scores_gemma":[0.000003735144,0.00001147878,0.001077842,0.00006996403,0.000006862019,0.00008202144,0.009775702,0.00004740924,0.0002230148,0.0009956923,0.9876943,0.00001201009],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04903628,0.006094669,0.005246019,0.129847,0.01059926,0.0004248906,0.001262525,0.001212971,0.7962763],"genre_scores_gemma":[0.2103447,0.005740459,0.008044695,0.02407694,0.0004590488,0.000156216,0.000999702,0.0008432678,0.7493349],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8276389,"threshold_uncertainty_score":0.3467523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006513469797889846,"score_gpt":0.1726207555595278,"score_spread":0.1661072857616379,"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."}}