{"id":"W1833440051","doi":"10.1115/gt2015-43609","title":"Open Loop and Closed Loop Performance of Solid Oxide Fuel Cell Turbine Hybrid Systems During Fuel Composition Changes","year":2015,"lang":"en","type":"article","venue":"","topic":"Advancements in Solid Oxide Fuel Cells","field":"Materials Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Solid oxide fuel cell; Turbine; Feed forward; Process engineering; Automotive engineering; Engineering; Nuclear engineering; Environmental science; Anode; Mechanical engineering; Control engineering; Chemistry","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":[0.0003634918,0.0003205436,0.0003942215,0.000335423,0.000378641,0.000441922,0.0004063609,0.0004292436,0.001322134],"category_scores_gemma":[0.0009687864,0.0001596954,0.0002395125,0.0001635717,0.0004196461,0.0004514933,0.0004107663,0.000284917,0.0002067771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003000906,"about_ca_system_score_gemma":0.0001694807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001240975,"about_ca_topic_score_gemma":0.001067827,"domain_scores_codex":[0.9997589,0.00002754312,0.00001828519,0.00005703106,0.00008724991,0.00005100379],"domain_scores_gemma":[0.9994829,0.0002359967,0.00006400473,0.00005012804,0.0001196787,0.00004731205],"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":[0.002648179,0.0004127614,0.00751566,0.0001877887,0.00005343159,0.0004517445,0.0006220768,0.03499996,0.9270638,0.0002294677,0.0002361718,0.02557908],"study_design_scores_gemma":[0.0001308637,0.005475678,0.03877309,0.00002628872,0.00004848381,0.0003085319,0.0004591865,0.2317049,0.7215729,0.0004720896,0.0009475949,0.0000803215],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975649,0.0000242337,0.001989257,0.000008835021,0.000007699137,0.00001132244,0.00004197584,0.00009382717,0.0002579943],"genre_scores_gemma":[0.9995683,0.000008340524,0.0002243001,0.000004437559,7.827635e-7,0.000007337597,0.00003313668,0.000005249528,0.000148122],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001322134,"threshold_uncertainty_score":0.004422963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02961520639761859,"score_gpt":0.2732389716283247,"score_spread":0.2436237652307061,"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."}}