{"id":"W3157179202","doi":"","title":"The impact of green roofs on Toronto's urban heat island","year":2003,"lang":"en","type":"article","venue":"OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)","topic":"Urban Heat Island Mitigation","field":"Environmental Science","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Urban heat island; Mesoscale meteorology; Environmental science; Meteorology; Atmospheric sciences; Geography; Climatology; Hydrology (agriculture); Geology; Geotechnical engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004930031,0.0001334311,0.0001788129,0.00004391154,0.0001945558,0.00003870926,0.000200037,0.00007265867,0.0003824155],"category_scores_gemma":[0.00009222838,0.00008657414,0.0001010334,0.0002320551,0.0006023583,0.0006271251,0.00007133985,0.00005372975,0.00001614128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001230763,"about_ca_system_score_gemma":0.00003840895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001021401,"about_ca_topic_score_gemma":0.0007320318,"domain_scores_codex":[0.9986344,0.00004066358,0.0005004881,0.0001523656,0.0004679678,0.0002040925],"domain_scores_gemma":[0.9991778,0.0001418531,0.000201581,0.0003361965,0.00005142928,0.00009110051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001528599,0.003037313,0.3774084,0.0002267665,0.000457772,0.000003752878,0.0003662434,0.01628442,0.04482118,0.2570083,0.2675871,0.03127016],"study_design_scores_gemma":[0.00138543,0.001624168,0.900026,0.00008233381,0.00005786564,0.00002169992,0.00003265171,0.0002198379,0.02958989,0.001447796,0.06511103,0.0004012559],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8128696,0.000132628,0.0004659322,0.00004973889,0.0001275542,0.0002207551,0.00009312285,0.00002046683,0.1860202],"genre_scores_gemma":[0.9989854,0.00003883407,0.0002303588,0.00001999794,0.00000655878,0.00001331415,0.0001649764,0.000004474499,0.0005360749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5226177,"threshold_uncertainty_score":0.4187181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007912954111595474,"score_gpt":0.2194706025148234,"score_spread":0.2115576484032279,"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."}}