{"id":"W4281488115","doi":"10.1016/j.rser.2022.112617","title":"A review and analysis of initiatives addressing energy poverty and vulnerability in Ontario, Canada","year":2022,"lang":"en","type":"review","venue":"Renewable and Sustainable Energy Reviews","topic":"Energy and Environment Impacts","field":"Environmental Science","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Roads University","funders":"Social Sciences and Humanities Research Council of Canada; UK Research and Innovation; Engineering and Physical Sciences Research Council; Royal Roads University","keywords":"Vulnerability (computing); Energy poverty; Poverty; Vulnerability assessment; Environmental planning; Political science; Regional science; Geography; Development economics; Economics; Psychology; Computer science; Computer security; Medicine; Psychological intervention; Law","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00137867,0.0005812018,0.003568783,0.0002253692,0.0002674936,0.00003436737,0.0002390094,0.0001657847,0.002269401],"category_scores_gemma":[0.0001908805,0.0004600126,0.0002421103,0.001393764,0.0001902709,0.0003457884,0.0008363147,0.0003004108,1.591188e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001357446,"about_ca_system_score_gemma":0.0004434472,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9726505,"about_ca_topic_score_gemma":0.9684285,"domain_scores_codex":[0.9961379,0.0009464719,0.001143957,0.0008490136,0.0002802112,0.0006425134],"domain_scores_gemma":[0.9982122,0.0002991944,0.0006669717,0.0005575446,0.000007080868,0.0002569993],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000138379,0.0001761647,0.003040805,0.05093278,0.0008317741,0.0001349779,0.0001764366,0.002075278,6.57446e-7,0.0005909439,0.01163451,0.9303918],"study_design_scores_gemma":[0.0001028761,0.00004226982,0.0005075758,0.003309062,0.002966477,0.00001573128,0.00006008589,0.00002157927,4.202327e-7,0.0000764979,0.9924465,0.0004509083],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004331683,0.9929018,0.00001867844,0.00002591094,0.00001859817,0.0002940049,0.00001895022,0.000007174323,0.006671589],"genre_scores_gemma":[0.0001048207,0.9931633,0.00004997787,0.001148687,0.000006663793,0.0002368076,0.000202293,0.00002780534,0.005059636],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.980812,"threshold_uncertainty_score":0.9997852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0371716058893502,"score_gpt":0.273571163317087,"score_spread":0.2363995574277368,"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."}}