{"id":"W4224287554","doi":"10.1016/j.jclepro.2022.131871","title":"The business of accelerating sustainable urban development: A systematic review and synthesis","year":2022,"lang":"en","type":"review","venue":"Journal of Cleaner Production","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Pace; Sustainability; Transformative learning; Sustainable development; Urbanization; Business; Environmental planning; Urban planning; Business model; Engineering; Economic growth; Economics; Political science; Marketing; Civil engineering; Geography; Sociology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01594275,0.001435586,0.004796822,0.01835488,0.0007650743,0.003932829,0.002007471,0.00197407,0.005222389],"category_scores_gemma":[0.06117104,0.0008979372,0.00393165,0.01860008,0.001182465,0.003910988,0.002385405,0.001475553,0.0005048705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004248908,"about_ca_system_score_gemma":0.02197946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006162316,"about_ca_topic_score_gemma":0.02621952,"domain_scores_codex":[0.9898697,0.003725452,0.003197338,0.0005915373,0.002263511,0.0003524703],"domain_scores_gemma":[0.9618845,0.02682614,0.005212899,0.0007674217,0.004775807,0.0005332098],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00005725895,0.00001828921,0.0004598932,0.9385898,0.00203,0.0001248984,0.0004510584,0.000147923,0.000178498,0.001116111,0.003715451,0.05311086],"study_design_scores_gemma":[0.00003331452,0.00007954153,0.00185244,0.9334312,0.01219851,0.0002078164,0.000632112,0.00006883089,0.0001314656,0.0007596228,0.05057816,0.00002695192],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006677152,0.996767,0.0003778888,0.000663982,0.0002102151,0.0004094062,0.0004355576,0.000009551533,0.0004587413],"genre_scores_gemma":[0.006631712,0.9905156,0.001099112,0.0006127681,0.00007593141,0.0007077417,0.0002103868,0.000004728978,0.0001420269],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01835488,"threshold_uncertainty_score":0.08431435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0284241852452034,"score_gpt":0.2636512111199087,"score_spread":0.2352270258747053,"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."}}