{"id":"W3009748514","doi":"10.4018/978-1-7998-2426-8.ch007","title":"Life-Cycle Assessment-Based Environmental Performance Targets for Buildings","year":2020,"lang":"en","type":"book-chapter","venue":"Practice, progress, and proficiency in sustainability","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Benchmarking; Architectural engineering; Life-cycle assessment; Retrofitting; Product (mathematics); Engineering; Systems engineering; Environmental impact assessment; Computer science; Construction engineering; Environmental resource management; Business; Environmental science; Production (economics)","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001761757,0.0007058003,0.000307091,0.001793137,0.0008560637,0.004840921,0.001249047,0.001430358,0.01316149],"category_scores_gemma":[0.00305195,0.0003469905,0.0003274113,0.001714474,0.0009846935,0.003783268,0.001493565,0.001599479,0.006867992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003588337,"about_ca_system_score_gemma":0.00230313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003449816,"about_ca_topic_score_gemma":0.005618747,"domain_scores_codex":[0.9982871,0.0003786491,0.00008273201,0.0001039152,0.001058805,0.00008878126],"domain_scores_gemma":[0.9989709,0.0003447338,0.0000537847,0.0001112388,0.000470422,0.00004898041],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001498615,0.00005457494,0.0002995199,0.0002896045,0.000004248369,0.00005144286,0.0007217969,0.008665499,0.001469219,0.7452286,0.07640315,0.1667974],"study_design_scores_gemma":[0.000002536088,0.00003402296,0.0006653642,0.0004330359,0.000003794802,0.0001143889,0.0004196489,0.005468754,0.002277648,0.1246882,0.8658671,0.0000254827],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003385937,0.008957622,0.06402966,0.002675919,0.0006802129,0.0001809629,0.0004846233,0.0007593391,0.9188457],"genre_scores_gemma":[0.1680191,0.02321772,0.1623301,0.002276189,0.0004667284,0.000812057,0.00327493,0.001183358,0.6384197],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01316149,"threshold_uncertainty_score":0.04402953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009182927598261805,"score_gpt":0.2626325640750022,"score_spread":0.2534496364767405,"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."}}