{"id":"W2125763169","doi":"10.1109/pes.2007.385814","title":"Novel Interfacing for Fuel Cell Based Distributed Generation","year":2007,"lang":"en","type":"article","venue":"IEEE Power Engineering Society General Meeting","topic":"Fuel Cells and Related Materials","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Interfacing; Distributed generation; Inverter; Transformer; Fuel cells; Grid; Computer science; Electrical engineering; Topology (electrical circuits); Engineering; Electronic engineering; Renewable energy; Voltage; Computer hardware","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":[0.0001931336,0.0005154285,0.0002854924,0.0002949782,0.0002241027,0.0007653138,0.0009177361,0.0005020387,0.003989604],"category_scores_gemma":[0.0002876968,0.0001327335,0.0002117537,0.0003018248,0.0001407514,0.0008109331,0.0003746499,0.0004610876,0.001337281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002103611,"about_ca_system_score_gemma":0.0001349354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001612191,"about_ca_topic_score_gemma":0.0002306565,"domain_scores_codex":[0.9998261,0.00002245852,0.00001089852,0.00003300115,0.00008947172,0.00001809195],"domain_scores_gemma":[0.9998965,0.00001872378,0.0000106439,0.00002000903,0.00004369994,0.00001035988],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004366905,0.0002065106,0.001233625,0.0004116832,0.00003600534,0.0009008953,0.0002753884,0.009000205,0.5543837,0.03036166,0.004072575,0.3986811],"study_design_scores_gemma":[0.0001251887,0.001031767,0.00128002,0.00007631219,0.00007674996,0.002484837,0.00008765965,0.1817526,0.6676005,0.01296685,0.1324587,0.00005889541],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08803219,0.001234756,0.8850489,0.0001504337,0.0002502386,0.0002172533,0.0001605965,0.003169175,0.02173646],"genre_scores_gemma":[0.843992,0.0007126409,0.1433926,0.0002006581,0.00009049341,0.0001438046,0.0002877998,0.0001399108,0.01104008],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003989604,"threshold_uncertainty_score":0.01334655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01020424732895671,"score_gpt":0.2061464961173935,"score_spread":0.1959422487884367,"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."}}