{"id":"W3139264492","doi":"","title":"Design Considerations of a Utility Interactive Fuel Cell Inverter","year":2004,"lang":"en","type":"article","venue":"Memorial University Research Repository (Memorial University)","topic":"Microgrid Control and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Atlantic Canada Opportunities Agency","keywords":"Distributed generation; Inverter; Computer science; Grid; Electricity generation; Engineering; Power (physics); Electrical engineering; Distributed computing; Renewable energy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001503998,0.0002194705,0.0002226636,0.0002331459,0.0003768302,0.0009012127,0.0006935024,0.0006024603,0.003159157],"category_scores_gemma":[0.000369282,0.0001009178,0.0001701556,0.0002994938,0.0001915913,0.0004271953,0.0001847662,0.0003111476,0.0004147433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004303829,"about_ca_system_score_gemma":0.0002967112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001007536,"about_ca_topic_score_gemma":0.001387886,"domain_scores_codex":[0.9998552,0.00002929988,0.000007558469,0.00002022645,0.00007471327,0.0000130374],"domain_scores_gemma":[0.9999174,0.00002336964,0.00000886494,0.000008979177,0.00003497642,0.000006566845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001011962,0.000205011,0.002149621,0.0009196755,0.00007205558,0.001241642,0.0006370497,0.250709,0.2792474,0.1458092,0.004465948,0.3135316],"study_design_scores_gemma":[0.00016994,0.001404211,0.001615108,0.0000660814,0.0001080883,0.0007379854,0.0002102439,0.8197467,0.1055133,0.01710547,0.05327924,0.00004357811],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1175397,0.0005627656,0.8125219,0.0005128948,0.0001056225,0.0003164714,0.0002145181,0.001079635,0.06714643],"genre_scores_gemma":[0.9142942,0.000389193,0.07619379,0.00009133083,0.00003771794,0.0001379223,0.0001201296,0.00005355169,0.008682074],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003159157,"threshold_uncertainty_score":0.01056844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02502056147983113,"score_gpt":0.2209134535734765,"score_spread":0.1958928920936454,"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."}}