{"id":"W2073090751","doi":"10.1061/(asce)co.1943-7862.0000770","title":"Operational Performance of Sustainable Measures in Public Buildings","year":2013,"lang":"en","type":"article","venue":"Journal of Construction Engineering and Management","topic":"Impact of Light on Environment and Health","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Illinois Department of Transportation","keywords":"Carbon footprint; Environmental economics; Electricity; Efficient energy use; Sustainability; Daylight; Water efficiency; Energy consumption; Architectural engineering; Business; Engineering; Greenhouse gas","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":[0.003511413,0.0003105655,0.0002146078,0.0009887816,0.0005874573,0.001595198,0.0003524047,0.0002672182,0.002299196],"category_scores_gemma":[0.00799829,0.0001393044,0.0003257963,0.001559646,0.000613977,0.001214329,0.001183393,0.0002537082,0.0003795868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002547013,"about_ca_system_score_gemma":0.001399198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009267366,"about_ca_topic_score_gemma":0.01205135,"domain_scores_codex":[0.9956058,0.001734205,0.000271342,0.0002556921,0.001643129,0.0004899185],"domain_scores_gemma":[0.9928679,0.002281378,0.001542755,0.0006670206,0.002100501,0.0005404109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009089675,0.003141649,0.6335391,0.0003813474,0.0002631093,0.0001591699,0.007497226,0.02043281,0.007753671,0.004815626,0.002670435,0.3184368],"study_design_scores_gemma":[0.00003766944,0.003998103,0.9430002,0.00009608345,0.00008395675,0.00009262957,0.01828508,0.01092285,0.008260886,0.00155246,0.01360404,0.00006600904],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913118,0.000152029,0.000580479,0.00006280174,0.0000052562,0.00002774183,0.0000627785,0.00002616993,0.007771116],"genre_scores_gemma":[0.9992335,0.00005083193,0.0002517339,0.000006243421,0.000002777623,0.0000091335,0.00006735511,0.000002725224,0.000375723],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009267366,"threshold_uncertainty_score":0.01857036,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005358440470606088,"score_gpt":0.1774456877614183,"score_spread":0.1720872472908122,"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."}}