{"id":"W4402301162","doi":"10.1109/mele.2024.3423236","title":"Smart Interconnected Distribution Substation Network With Integrated Tie Converter: A promising technology","year":2024,"lang":"en","type":"article","venue":"IEEE Electrification Magazine","topic":"Microgrid Control and Optimization","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Distribution (mathematics); Telecommunications; Computer science; Engineering; Mathematics","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":[0.0001357983,0.0001865329,0.0001635834,0.0001905147,0.00006341992,0.0001260787,0.00009937612,0.0001357761,0.00004472658],"category_scores_gemma":[0.00001996301,0.0001657469,0.00003101912,0.001584724,0.00003502863,0.0002321917,0.000002055384,0.0002120396,0.0001537386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001927635,"about_ca_system_score_gemma":0.00005600246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003613385,"about_ca_topic_score_gemma":0.00003670778,"domain_scores_codex":[0.9990343,0.00003015602,0.0002834011,0.000263804,0.000101941,0.0002863783],"domain_scores_gemma":[0.9995176,0.00003638619,0.00003987006,0.0001870687,0.0001775211,0.00004156312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000222291,0.00006205437,0.0003996616,0.0002584879,0.000335095,0.00002314063,0.0002665896,0.0503888,0.5124192,0.00416223,0.02765102,0.4038114],"study_design_scores_gemma":[0.0004613594,0.000109392,0.0003309343,0.000165641,0.00006504929,0.0000415855,0.0000132218,0.9287016,0.0333542,0.0003365225,0.03616092,0.0002595337],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04394981,0.00295904,0.9492075,0.0005035865,0.0005034593,0.0004929767,0.00002626236,0.002148271,0.0002091441],"genre_scores_gemma":[0.9967576,0.0003452867,0.001289851,0.00002232593,0.0001402965,0.0001098144,0.001111924,0.000047256,0.000175657],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9528078,"threshold_uncertainty_score":0.6758961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003919059762826798,"score_gpt":0.1830562957046214,"score_spread":0.1791372359417946,"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."}}