{"id":"W2796515212","doi":"10.2307/1504728","title":"Envelope Design for Buildings","year":2000,"lang":"en","type":"article","venue":"APT Bulletin","topic":"Architecture and Cultural Influences","field":"Arts and Humanities","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Envelope (radar); Building envelope; Architectural engineering; Engineering; Civil engineering; Construction engineering; Geography; Telecommunications; 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":[0.0004802659,0.0006357206,0.0004901196,0.0007107622,0.0009479193,0.002303725,0.000547448,0.001054972,0.02954291],"category_scores_gemma":[0.00103662,0.0004136788,0.0005594869,0.0007823306,0.0005161542,0.001329287,0.001202855,0.000631973,0.005218561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006586673,"about_ca_system_score_gemma":0.0004420254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001346323,"about_ca_topic_score_gemma":0.002085512,"domain_scores_codex":[0.9995844,0.0001388438,0.00001951897,0.00003852968,0.0001718383,0.00004684264],"domain_scores_gemma":[0.9998079,0.00003723289,0.00001363643,0.00005336377,0.00007484722,0.00001314869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001487973,0.00009692975,0.0008414165,0.0006133046,0.00001971901,0.0002218778,0.000793234,0.07042605,0.02073803,0.3198729,0.04044587,0.5457819],"study_design_scores_gemma":[0.0000227311,0.00024552,0.002448407,0.0004210324,0.00003569845,0.0007042398,0.0009643173,0.0896249,0.01291385,0.1048399,0.7877292,0.00005018996],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03340527,0.005933414,0.6163847,0.001048303,0.0006355136,0.0002443899,0.0004462861,0.001085709,0.3408163],"genre_scores_gemma":[0.4906901,0.004783729,0.2469349,0.0002420403,0.0001883728,0.000243763,0.000740675,0.0007419107,0.2554346],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02954291,"threshold_uncertainty_score":0.09883094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03782267355222979,"score_gpt":0.223586000011315,"score_spread":0.1857633264590852,"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."}}