{"id":"W4413557031","doi":"10.1109/isie62713.2025.11124809","title":"A Residential Hybrid Nanogrid Based on Solid State Transformer Technology","year":2025,"lang":"en","type":"article","venue":"","topic":"Neuroscience and Neural Engineering","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Transformer; Distribution transformer; Computer science; Electronic engineering; Electrical engineering; Automotive engineering; Engineering; Voltage","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":[0.00007394081,0.0001669816,0.0002594767,0.0001609948,0.0002723044,0.0004763959,0.0006659041,0.0002449221,0.003319284],"category_scores_gemma":[0.0000872111,0.00009591464,0.0001715467,0.0002930438,0.0002899885,0.0009373396,0.0004846564,0.0002234281,0.00122665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004667017,"about_ca_system_score_gemma":0.0002921851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001016728,"about_ca_topic_score_gemma":0.001839517,"domain_scores_codex":[0.9999222,0.00001667794,0.00000325736,0.00001760766,0.00002983515,0.00001055077],"domain_scores_gemma":[0.999947,0.000007089808,0.000004926902,0.00001289348,0.00001786337,0.00001029035],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001104656,0.0004400703,0.006981968,0.0005921911,0.0001217803,0.002233743,0.0004375894,0.1367548,0.4076245,0.1328385,0.01991297,0.2909572],"study_design_scores_gemma":[0.0001653215,0.000797862,0.002236315,0.00004887632,0.00008738285,0.002087179,0.0002819169,0.7067726,0.1734638,0.03116149,0.08283342,0.0000637738],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2445417,0.0006246353,0.6832398,0.0005598016,0.0001826928,0.0001344431,0.0003699068,0.004089377,0.06625764],"genre_scores_gemma":[0.9636045,0.0001998225,0.02700967,0.00007317444,0.00001133647,0.00003603179,0.0001272249,0.00004976054,0.008888448],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.003319284,"threshold_uncertainty_score":0.01110417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01175869190028156,"score_gpt":0.270532380301897,"score_spread":0.2587736884016154,"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."}}