{"id":"W4396577076","doi":"10.1016/j.jclepro.2024.142438","title":"Do peak energy loads and peak GHG emissions correlate in buildings? Insights from emission duration curves and emission event duration curves analysis","year":2024,"lang":"en","type":"article","venue":"Journal of Cleaner Production","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Greenhouse gas; Duration (music); Environmental science; Emission intensity; Event (particle physics); Atmospheric sciences; Engineering; Physics; Ecology","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":[0.002290364,0.0003336339,0.0003155897,0.002624789,0.0002468445,0.002079656,0.0004498415,0.0004706283,0.001516878],"category_scores_gemma":[0.01302692,0.0002467699,0.000482421,0.003761268,0.000604944,0.001929358,0.0007640422,0.0006713348,0.0003743177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009629517,"about_ca_system_score_gemma":0.0006566416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0189084,"about_ca_topic_score_gemma":0.01561903,"domain_scores_codex":[0.9989246,0.0003084248,0.00008474867,0.0002190857,0.0002871701,0.0001759522],"domain_scores_gemma":[0.9889457,0.006232549,0.002276392,0.0008725229,0.001353288,0.0003196016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002110978,0.00008203489,0.9005588,0.0001298775,0.000191056,0.0002627333,0.00160546,0.03918947,0.002382048,0.008404398,0.0009897935,0.04599315],"study_design_scores_gemma":[0.000003128434,0.00007181687,0.931909,0.0000504368,0.00004216689,0.0002196907,0.002861615,0.05097347,0.0009649204,0.008139253,0.004717544,0.00004701124],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9657949,0.0006916001,0.02100446,0.0004438283,0.00002537262,0.00003537297,0.001839279,0.0001233906,0.01004181],"genre_scores_gemma":[0.9975485,0.0001263204,0.001382406,0.00001894068,0.00001403696,0.000006943303,0.0006440493,0.00002708525,0.0002316496],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0189084,"threshold_uncertainty_score":0.0375967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01682210717801704,"score_gpt":0.2910285875391474,"score_spread":0.2742064803611304,"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."}}