{"id":"W2806214467","doi":"10.3390/w12010006","title":"Effects of Extensive Green Roofs on Energy Performance of School Buildings in Four North American Climates","year":2019,"lang":"en","type":"article","venue":"Water","topic":"Urban Heat Island Mitigation","field":"Environmental Science","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Green roof; Environmental science; Roof; Albedo (alchemy); Vegetation (pathology); Environmental engineering; Thermal insulation; Hydrology (agriculture); Atmospheric sciences; Meteorology; Civil engineering; Geography; Geotechnical engineering; Engineering; Geology; Materials science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002767829,0.0004363467,0.0003175836,0.0002915257,0.0003397993,0.0003910871,0.0002062381,0.0002649348,0.0007209068],"category_scores_gemma":[0.0003429073,0.0001999894,0.0004420162,0.0002896517,0.0003711421,0.0002040436,0.0003716587,0.0001427307,0.00007657982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004121018,"about_ca_system_score_gemma":0.0002473053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009623903,"about_ca_topic_score_gemma":0.02212051,"domain_scores_codex":[0.99984,0.0000357177,0.000007352567,0.00003060153,0.00003777618,0.000048494],"domain_scores_gemma":[0.9997793,0.0001230533,0.00002748955,0.00002255211,0.00003003004,0.00001760026],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.002196976,0.0008939433,0.1863468,0.0001485416,0.0002258436,0.0004707914,0.0007434427,0.6482016,0.1329847,0.0004472369,0.000323287,0.02701685],"study_design_scores_gemma":[0.0000873875,0.00322187,0.7321777,0.00001345581,0.000248698,0.0001735016,0.00133247,0.2170409,0.04445267,0.0003200473,0.0008528611,0.00007831796],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996951,0.000003633455,0.0001122572,0.000001375548,2.965625e-7,0.000001600213,0.000016943,0.000002635845,0.0001661944],"genre_scores_gemma":[0.999788,0.000006052294,0.00009451584,0.000001105146,2.392071e-7,0.000003444736,0.0000249455,0.000001331334,0.00008045051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009623903,"threshold_uncertainty_score":0.01913577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003946953016816682,"score_gpt":0.178207623525124,"score_spread":0.1742606705083073,"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."}}