{"id":"W3135388229","doi":"10.3390/en14061553","title":"Simulation of Energy Exchange between Single Prosumer Residential Building and Utility Grid","year":2021,"lang":"en","type":"article","venue":"Energies","topic":"Smart Grid Energy Management","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"Teadmistepõhise Ehituse Tippkeskus ZEBE; European Regional Development Fund","keywords":"Prosumer; Microgrid; Photovoltaic system; Electricity; Wind power; Environmental economics; Renewable energy; Computer science; Production (economics); Energy storage; Automotive engineering; Environmental science; Reliability engineering; Engineering; Electrical engineering; Economics; Microeconomics","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":[0.0003629124,0.0005390689,0.0008555822,0.0004147544,0.0004916884,0.0007109247,0.0007544995,0.001033676,0.004366699],"category_scores_gemma":[0.0009598987,0.0002814528,0.0006611223,0.0007078538,0.000528497,0.0005988109,0.0005689467,0.0006975759,0.0002608588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008374797,"about_ca_system_score_gemma":0.000760343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02851331,"about_ca_topic_score_gemma":0.01357784,"domain_scores_codex":[0.9998062,0.00007624955,0.000009248355,0.00002385431,0.00002629308,0.00005806915],"domain_scores_gemma":[0.9994331,0.0003455951,0.00004815468,0.00003656678,0.00007690988,0.00005966691],"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":[0.00005786287,0.00002471996,0.0009936213,0.0000107537,0.000008389555,0.00004703863,0.00001884919,0.9975133,0.0002298696,0.00043151,0.0001104964,0.0005536045],"study_design_scores_gemma":[0.00001323228,0.00003103589,0.0004197268,0.000002065498,0.000004601429,0.000005156729,0.00003712133,0.9989335,0.000214571,0.000205824,0.0001299131,0.000003259723],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9566493,0.0001249765,0.02179559,0.0002019306,0.00004255177,0.00007601887,0.001112434,0.0002779473,0.01971939],"genre_scores_gemma":[0.9961047,0.00004743308,0.001726263,0.00001508551,0.000002763389,0.00003801373,0.0002896606,0.00001442527,0.001761662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02851331,"threshold_uncertainty_score":0.05669469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01953156824185438,"score_gpt":0.2277793810596876,"score_spread":0.2082478128178332,"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."}}