{"id":"W4321796227","doi":"10.2139/ssrn.4369274","title":"Feasibility of Achieving Net-Zero Energy Performance in High-Rise Buildings Using Solar Energy","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Building Energy and Comfort Optimization","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Zero-energy building; Energy (signal processing); Zero (linguistics); Solar energy; Environmental science; Architectural engineering; Net (polyhedron); Zero-point energy; Environmental economics; Physics; Engineering; Economics; Electrical engineering; Mathematics; Geometry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003120712,0.0003525209,0.000376869,0.0001304074,0.0004070934,0.000736895,0.0003885558,0.0003834336,0.003342167],"category_scores_gemma":[0.0005029088,0.0001104234,0.0002086391,0.0002402951,0.0003980376,0.0005201894,0.0005781837,0.0003747817,0.0007808227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001941696,"about_ca_system_score_gemma":0.000284589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005575159,"about_ca_topic_score_gemma":0.001051804,"domain_scores_codex":[0.9998523,0.00002818115,0.000002832221,0.00001862369,0.00005049161,0.00004749779],"domain_scores_gemma":[0.9998511,0.00005558717,0.00001023532,0.00001904017,0.00004642436,0.00001757844],"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":[0.002060208,0.0003573895,0.01345245,0.000341162,0.00007261051,0.0003148047,0.0001630692,0.5042729,0.3818931,0.02751446,0.001500468,0.06805737],"study_design_scores_gemma":[0.00008962911,0.001808688,0.009709679,0.00003523307,0.00006890615,0.0002068949,0.0003477852,0.706344,0.2634123,0.01490443,0.003030436,0.00004210498],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8894835,0.0002383657,0.08117282,0.0002218662,0.00004911631,0.00002213926,0.0001104308,0.0002780018,0.02842387],"genre_scores_gemma":[0.9981011,0.00002818545,0.001269915,0.000005559685,0.000002908904,0.000002669419,0.00002062682,0.00001230322,0.0005569596],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003342167,"threshold_uncertainty_score":0.0111807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009045071096749537,"score_gpt":0.2100038196821626,"score_spread":0.200958748585413,"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."}}