{"id":"W4386600359","doi":"10.1016/j.scs.2023.104932","title":"Local power outages, heat, and community characteristics in New York City","year":2023,"lang":"en","type":"article","venue":"Sustainable Cities and Society","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":32,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"Professional Staff Congress and City University of New York; National Aeronautics and Space Administration","keywords":"Census; Vulnerability (computing); Government (linguistics); Power (physics); Duration (music); Climate change; Geography; Socioeconomics; Demographic economics; Business; Economics; Demography; Sociology; Population; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006642977,0.0001107517,0.0001747257,0.00001754898,0.000582428,0.00006402155,0.00007508805,0.00009527121,0.0003109375],"category_scores_gemma":[0.00004488997,0.0001061869,0.00003002234,0.0002309053,0.0002882367,0.0001393034,0.0003523623,0.0003326965,0.00001095159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002051029,"about_ca_system_score_gemma":0.00003627873,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01539008,"about_ca_topic_score_gemma":0.0004720207,"domain_scores_codex":[0.9990042,0.00006278831,0.0001454389,0.0001364749,0.0001157642,0.0005352773],"domain_scores_gemma":[0.9995148,0.0001131464,0.00002460365,0.0001386805,0.000007175212,0.0002016515],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005112627,0.0001219922,0.5251925,0.0007721049,0.00001484295,0.00007363546,0.236237,0.00003103067,0.00005844469,0.001263059,0.2268987,0.009285539],"study_design_scores_gemma":[0.0003726807,0.0001049726,0.7072854,0.00002739901,0.000004366206,0.000003707039,0.256777,0.0003735284,0.000005952401,0.003033059,0.03185669,0.0001552473],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957147,0.0001763752,0.00003685425,0.001367656,0.00003743898,0.0001636965,0.00002146937,0.00004702737,0.002434832],"genre_scores_gemma":[0.9899459,0.001198085,0.00003956582,0.001342947,0.00002559362,0.000004855605,0.00002637178,0.00001043153,0.007406177],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.195042,"threshold_uncertainty_score":0.9911665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04203556460054222,"score_gpt":0.2789529457858564,"score_spread":0.2369173811853142,"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."}}