{"id":"W2130238789","doi":"10.1109/pes.2007.385665","title":"Steady-State Model and Power Flow Analysis of Electronically-Coupled Distributed Resource Units","year":2007,"lang":"en","type":"article","venue":"IEEE Power Engineering Society General Meeting","topic":"Microgrid Control and Optimization","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science; Steady state (chemistry); Grid; Power (physics); Coupling (piping); Electronic engineering; Control theory (sociology); Topology (electrical circuits); Control engineering; Electrical engineering; Engineering; Mathematics; Mechanical engineering; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000651594,0.0002778984,0.000424216,0.0001352669,0.00006240336,0.00003934665,0.0001414488,0.0001476286,0.000006530601],"category_scores_gemma":[0.00005322188,0.0002994047,0.0002135893,0.001156617,0.00002684881,0.00009448197,0.00003005194,0.0002735927,5.551739e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001129727,"about_ca_system_score_gemma":0.00001879793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001112617,"about_ca_topic_score_gemma":0.00001059764,"domain_scores_codex":[0.9984164,0.0000130018,0.000494574,0.0002628908,0.0002303169,0.000582763],"domain_scores_gemma":[0.9993172,0.0001095364,0.00007230515,0.0002248668,0.0001366372,0.000139406],"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":[0.000008788255,0.000008568979,0.00009013177,0.00002828939,0.0006727299,0.000001227225,0.0006961346,0.8664706,0.1315829,0.00001821499,0.0001575344,0.0002649043],"study_design_scores_gemma":[0.0003677072,0.00001924878,0.0004795063,0.00002611516,0.0002401407,0.000001380489,0.00005096946,0.9917731,0.006434664,0.000003746132,0.0003031199,0.0003003554],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.509044,0.0009418572,0.4895051,0.00001368013,0.00008169954,0.0000826082,0.00003858781,0.0002284088,0.00006410736],"genre_scores_gemma":[0.9773473,0.0001684861,0.02221592,0.00004467671,0.00004591572,0.000005804486,0.00007700474,0.00006291732,0.00003201777],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4683033,"threshold_uncertainty_score":0.9999458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004588503689396777,"score_gpt":0.1892084187592583,"score_spread":0.1846199150698615,"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."}}