{"id":"W4327975420","doi":"10.1016/j.enconman.2023.116901","title":"Towards the development of energy sharing methodology between different buildings for high efficient neighborhood design","year":2023,"lang":"en","type":"article","venue":"Energy Conversion and Management","topic":"Building Energy and Comfort Optimization","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Greenhouse gas; Carbon footprint; Zero-energy building; Efficient energy use; Energy (signal processing); Environmental science; Environmental economics; Environmental engineering; Engineering; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008327759,0.0004279418,0.0005844908,0.0004558816,0.0003823869,0.0007581313,0.001026109,0.0004819085,0.002076376],"category_scores_gemma":[0.0009790545,0.0002506891,0.0006284697,0.0004344062,0.0003314644,0.001014685,0.0008070662,0.0005260505,0.0002405025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004933202,"about_ca_system_score_gemma":0.0008767341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001935723,"about_ca_topic_score_gemma":0.003399901,"domain_scores_codex":[0.9995566,0.0001677301,0.0000204672,0.00006713546,0.0001531415,0.00003495387],"domain_scores_gemma":[0.9997258,0.00007882855,0.00002589911,0.00004053704,0.0001116289,0.00001730542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003970552,0.0001977136,0.001383717,0.0001321752,0.00007221364,0.00005048426,0.0001365707,0.7854313,0.01631232,0.05603965,0.000733423,0.1394707],"study_design_scores_gemma":[0.000003987018,0.00003950987,0.0001941256,0.000008741265,0.000008758197,0.00001996976,0.00003752817,0.9893019,0.001606743,0.007381626,0.001393144,0.000003956738],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.007553451,0.00006135682,0.9908994,0.00002465224,0.000006624748,0.00002437965,0.000009174283,0.00005886672,0.001362033],"genre_scores_gemma":[0.3626157,0.0001642058,0.6346204,0.00003198835,0.00001625934,0.0001311388,0.00007169441,0.00007856238,0.002270061],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002076376,"threshold_uncertainty_score":0.006946206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05131317318964538,"score_gpt":0.2409344198223718,"score_spread":0.1896212466327265,"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."}}