{"id":"W4400688130","doi":"10.1016/j.est.2024.112855","title":"Day-ahead operation of a multi-energy microgrid community with shared hybrid energy storage and EV integration","year":2024,"lang":"en","type":"article","venue":"Journal of Energy Storage","topic":"Microgrid Control and Optimization","field":"Engineering","cited_by":28,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Microgrid; Energy storage; Energy (signal processing); Distributed generation; Computer science; Environmental science; Automotive engineering; Engineering; Electrical engineering; Renewable energy; Power (physics); Physics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003460144,0.0002342827,0.0003670788,0.0003388396,0.00009861588,0.0001544781,0.000177584,0.00009107665,0.00003473835],"category_scores_gemma":[0.00002340098,0.0001884677,0.00009819109,0.0002170081,0.0000519612,0.0006197852,0.00002544565,0.0003156971,3.872285e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001331805,"about_ca_system_score_gemma":0.00007121557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004077527,"about_ca_topic_score_gemma":0.0007828614,"domain_scores_codex":[0.9987668,0.0001844467,0.000533522,0.0001261655,0.0002118829,0.0001771365],"domain_scores_gemma":[0.9992216,0.00009031838,0.0001620075,0.0001973562,0.0002216793,0.0001070213],"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":[0.0001738084,0.00018354,0.00003473508,0.0001302867,0.0004558849,0.0001568531,0.001014979,0.7356907,0.1619031,0.00147118,0.003012649,0.09577235],"study_design_scores_gemma":[0.001353572,0.0004753495,0.0002470296,0.0004720973,0.0001411719,0.0003082725,0.0001879053,0.9254655,0.0417523,0.00006066066,0.02920117,0.0003349926],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09271499,0.0261702,0.8798814,0.00009557955,0.0007087902,0.00004729205,0.00005666764,0.0001021778,0.000222946],"genre_scores_gemma":[0.9933366,0.002553913,0.003510623,0.00006530852,0.0002339254,0.000006924765,0.00008689021,0.00005221556,0.000153609],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9006216,"threshold_uncertainty_score":0.7685491,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008751616988127493,"score_gpt":0.2025768109936479,"score_spread":0.1938251940055204,"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."}}