{"id":"W1974281211","doi":"10.2495/sdp-v8-n4-464-484","title":"Significance of sub-criteria in measuring sustainable performance of building envelope development","year":2013,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Building envelope; Sustainable development; Envelope (radar); Environmental science; Architectural engineering; Environmental planning; Environmental resource management; Business; Engineering; Geography; Political science; Aerospace engineering; Meteorology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.01516891,0.0007363801,0.000517344,0.003917815,0.000768532,0.003047722,0.0007779867,0.0007500184,0.001229045],"category_scores_gemma":[0.04389575,0.0001954474,0.0005636254,0.003926028,0.001404111,0.003118555,0.002332091,0.000878175,0.0004930687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009744755,"about_ca_system_score_gemma":0.001402498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002299659,"about_ca_topic_score_gemma":0.003223998,"domain_scores_codex":[0.9811894,0.007932265,0.001588736,0.0007453763,0.008086224,0.0004579059],"domain_scores_gemma":[0.9363501,0.03682963,0.006652728,0.003246981,0.0154274,0.001493037],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004490448,0.000428688,0.490856,0.001307819,0.0002899193,0.000215088,0.005033293,0.02633435,0.01171694,0.02072548,0.001509819,0.4411336],"study_design_scores_gemma":[0.00001833873,0.001959277,0.8018783,0.0009020742,0.0002600212,0.0006871204,0.01593191,0.08069844,0.03089317,0.02995036,0.03652103,0.0002999746],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7384943,0.002504034,0.1861143,0.0007473422,0.0001430463,0.0005966022,0.000584946,0.0002466674,0.07056874],"genre_scores_gemma":[0.9539723,0.0003494527,0.04415393,0.00004911621,0.00002409123,0.000145782,0.0001807137,0.00002972992,0.001094766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01516891,"threshold_uncertainty_score":0.08022177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01443745438371234,"score_gpt":0.237542360579565,"score_spread":0.2231049061958527,"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."}}