{"id":"W2124223225","doi":"10.1109/isie.2006.295885","title":"Dynamic Characteristics of a Micro-Grid Involving a PEM Fuel Cell Power Module","year":2006,"lang":"en","type":"article","venue":"","topic":"Microgrid Control and Optimization","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; Western University","funders":"","keywords":"Proton exchange membrane fuel cell; Power (physics); Fuel cells; Dynamic demand; Grid; Electric power system; Power grid; Power control; Computer science; Voltage; Electrical engineering; Control engineering; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006850233,0.0001537828,0.0002180266,0.0001506781,0.0001261496,0.0001691348,0.0001893314,0.0001521383,0.001202267],"category_scores_gemma":[0.0001673941,0.00006384874,0.00009091165,0.0001282439,0.0001292133,0.0002787593,0.0001182801,0.0001528915,0.0001847941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001220165,"about_ca_system_score_gemma":0.00004877385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00042198,"about_ca_topic_score_gemma":0.0005023259,"domain_scores_codex":[0.9999528,0.00001039274,0.000001869785,0.000009381487,0.0000176844,0.00000787678],"domain_scores_gemma":[0.9998757,0.00005855451,0.00001841006,0.00001180725,0.00002396782,0.00001160375],"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":[0.00244001,0.0004050842,0.02175497,0.0003593915,0.0001471831,0.00304062,0.0003786334,0.1821774,0.7213197,0.003114091,0.001584002,0.06327888],"study_design_scores_gemma":[0.00008130323,0.001210618,0.02969124,0.00001320514,0.00005862578,0.0009637396,0.0002493175,0.6753132,0.287679,0.001175668,0.003528018,0.00003610267],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9841027,0.00005528918,0.01288537,0.00004454583,0.00001326714,0.00001723987,0.00007602262,0.0002233236,0.0025823],"genre_scores_gemma":[0.9991325,0.00001599798,0.0004569039,0.000004036518,0.000001264433,0.000004124466,0.00002370465,0.000004557607,0.0003569268],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001202267,"threshold_uncertainty_score":0.004021943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.001653546316401918,"score_gpt":0.1480235118648169,"score_spread":0.146369965548415,"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."}}