{"id":"W2951732912","doi":"10.1088/1748-9326/ab28ba","title":"Passive survivability of buildings under changing urban climates across eight US cities","year":2019,"lang":"en","type":"article","venue":"Environmental Research Letters","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Natural Sciences and Engineering Research Council of Canada; Environmental Protection Agency; National Science Foundation","keywords":"Overheating (electricity); Environmental science; Thermal comfort; Meteorology; Climate change; Heat wave; Air conditioning; Climatology; Geography; Engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001520397,0.0002193705,0.0002895053,0.000110736,0.0003554977,0.00005046195,0.0004283504,0.00009846366,0.007841572],"category_scores_gemma":[0.00005287825,0.0002025779,0.00009979298,0.00032309,0.001064914,0.0003965596,0.0009878002,0.0004152633,0.001747799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009643247,"about_ca_system_score_gemma":0.000007495606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004688274,"about_ca_topic_score_gemma":0.00004563226,"domain_scores_codex":[0.9961476,0.0002249875,0.000342923,0.0005606979,0.001226657,0.001497175],"domain_scores_gemma":[0.9986575,0.0004074444,0.0001179127,0.0005223384,0.000004219452,0.0002905729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006055263,0.0001243203,0.7607177,0.00007232299,0.00001116471,0.000008419212,0.00400584,0.0001397715,0.2311775,0.00002521998,0.002347732,0.001309462],"study_design_scores_gemma":[0.0006656723,0.0002576305,0.943296,0.00007913572,0.000005487745,0.000005959656,0.00607011,0.0001318023,0.04458686,0.0002781107,0.00428938,0.0003339012],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950737,0.00009708663,0.00001677046,0.002996695,0.0001398292,0.0006113248,0.0001455325,0.00002139798,0.0008977168],"genre_scores_gemma":[0.9976244,0.00019444,0.0001044379,0.001368417,0.00007652778,0.0000373722,0.00004632603,0.0000368873,0.0005112222],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1865907,"threshold_uncertainty_score":0.9990295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05215607074654345,"score_gpt":0.3467069344128068,"score_spread":0.2945508636662634,"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."}}