{"id":"W2738040249","doi":"10.1007/978-1-137-34418-2","title":"The Sustainable Built Environment","year":2015,"lang":"en","type":"book","venue":"Bloomsbury Publishing Plc eBooks","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Division of Materials Research; University of Toronto Scarborough; Los Alamos National Laboratory; Smithsonian Conservation Biology Institute; University of Georgia; University of Illinois at Urbana-Champaign; Universität Stuttgart; Universitat de Lleida; University of Pennsylvania; International Institute for Carbon-Neutral Energy Research, Kyushu University; Universität Duisburg-Essen; Institut National de la Recherche Agronomique; University of Haifa; Imperial College London; University of Toronto; Commonwealth Scientific and Industrial Research Organisation; Orta Doğu Teknik Üniversitesi; Rijksuniversiteit Groningen; University of Edinburgh; University of East Anglia; Directorate for Biological Sciences; Landbúnaðarháskóli Íslands; University of Exeter; U.S. Geological Survey; Institució Catalana de Recerca i Estudis Avançats; George Mason University; York University; Leibniz-Gemeinschaft; Tel Aviv University; National Institute of Advanced Industrial Science and Technology; National Oceanic and Atmospheric Administration; University of Technology Sydney; Bundesanstalt für Materialforschung und -Prüfung; Kungliga Tekniska Högskolan; Clemson University; U.S. Environmental Protection Agency; University of Oxford; University of Virginia; Carnegie Mellon University; North Carolina State University; University of Bern; Tongji University; Smithsonian Institution; U.S. Department of Energy; Virginia Polytechnic Institute and State University; FP7 International Cooperation; Háskóli Íslands; City University of New York; Lunds Universitet; North Dakota State University","keywords":"Procurement; Sustainability; Business; Built environment; Environmental planning; Environmental resource management; Environmental economics; Architectural engineering; Engineering; Civil engineering; Geography; Environmental science; Economics; Ecology; Marketing","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002509202,0.0009510267,0.0005795271,0.0001554836,0.001418449,0.002582692,0.002586754,0.0005477167,0.001908154],"category_scores_gemma":[0.0003283987,0.0007588833,0.0002788721,0.0001085958,0.001262992,0.001370175,0.004111296,0.001498762,0.002931488],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005754262,"about_ca_system_score_gemma":0.0005724486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009459014,"about_ca_topic_score_gemma":0.0001033739,"domain_scores_codex":[0.9936012,0.0001623291,0.0008365355,0.001200631,0.00218088,0.002018428],"domain_scores_gemma":[0.996847,0.0002582363,0.000538245,0.001624315,0.00003121956,0.0007009916],"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":[0.00003628584,0.00004169996,0.0002427417,0.00004180233,0.0000933353,0.0003101329,0.0004416618,0.0001599145,0.000009157466,0.004641725,0.9754865,0.01849502],"study_design_scores_gemma":[0.0005473573,0.0000726685,0.0003262733,0.00003063097,0.00008471225,0.00004785426,0.0006901396,0.00002080331,0.00003261333,0.0582945,0.9389522,0.0009002662],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009835406,0.001052327,0.00001558872,0.001131629,0.0004190172,0.00117721,0.00002118842,0.0002253371,0.9949741],"genre_scores_gemma":[0.0008993057,0.0001824279,0.0002119134,0.001011156,0.0006005897,0.0002438432,0.0001965985,0.0002220974,0.9964321],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05365277,"threshold_uncertainty_score":0.9998816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01443167211205249,"score_gpt":0.2070839799131449,"score_spread":0.1926523078010924,"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."}}