{"id":"W2767141119","doi":"10.1016/j.egypro.2017.09.682","title":"A Compartmentalization &amp; Ventilation System Retrofit Strategy for High-Rise Residential Buildings in Cold Climates","year":2017,"lang":"en","type":"article","venue":"Energy Procedia","topic":"Building Energy and Comfort Optimization","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Toronto Metropolitan University","funders":"","keywords":"Compartmentalization (fire protection); Ventilation (architecture); Architectural engineering; Environmental science; High rise; Cold climate; Civil engineering; Engineering; Meteorology; Geography; Structural engineering; Mechanical engineering; Biology","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":[0.0001789607,0.0004842929,0.0003093409,0.0003261807,0.0002815486,0.0004190161,0.0008097667,0.0004751192,0.001343221],"category_scores_gemma":[0.0002142073,0.0001505945,0.0004041739,0.000158851,0.0002416497,0.0003788497,0.0003909935,0.0001914413,0.0002136173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003122393,"about_ca_system_score_gemma":0.000408103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002892656,"about_ca_topic_score_gemma":0.00743056,"domain_scores_codex":[0.9998804,0.00003684512,0.000006487382,0.00001972937,0.00002796335,0.00002851398],"domain_scores_gemma":[0.9999213,0.00001109593,0.00002446816,0.000009943235,0.00001768538,0.0000155361],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009793262,0.001208354,0.02332462,0.0002429488,0.0002051591,0.0008921039,0.0004157471,0.4798211,0.2854631,0.003262548,0.001078328,0.2031067],"study_design_scores_gemma":[0.0001199526,0.004033923,0.03453381,0.00003933985,0.0002629971,0.001203562,0.0007891773,0.858151,0.09575915,0.001249703,0.003764928,0.0000924085],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.951777,0.0001979693,0.04453963,0.0001036144,0.00001102102,0.00004069998,0.00002905192,0.0003073745,0.002993582],"genre_scores_gemma":[0.9951344,0.00002983942,0.004014545,0.00000910228,0.000002400869,0.000008371127,0.00001109699,0.000006262538,0.0007839349],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002892656,"threshold_uncertainty_score":0.005751669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01732723946833465,"score_gpt":0.2424606332383631,"score_spread":0.2251333937700284,"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."}}