{"id":"W2045744550","doi":"10.1149/1.3570074","title":"Numerical and Experimental Analysis of a Solid Oxide Fuel Cell Stack","year":2011,"lang":"en","type":"article","venue":"ECS Transactions","topic":"Fuel Cells and Related Materials","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; National Research Council Canada","funders":"","keywords":"Stack (abstract data type); Solid oxide fuel cell; Toolbox; Fuel cells; Scale (ratio); Computer science; Component (thermodynamics); Flow (mathematics); Software; Computer simulation; Nuclear engineering; Mechanical engineering; Computational science; Simulation; Mechanics; Electrode; Engineering; Chemistry; Thermodynamics; Chemical 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":[0.0002800054,0.0003637736,0.0004223148,0.0004499717,0.0006996109,0.000548016,0.0004950473,0.0005981973,0.002050474],"category_scores_gemma":[0.0004715617,0.0001570671,0.0003103361,0.0005158992,0.0005008844,0.0004468223,0.0004284843,0.0004232774,0.0001441511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007348358,"about_ca_system_score_gemma":0.0003995365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002217545,"about_ca_topic_score_gemma":0.001431895,"domain_scores_codex":[0.9998337,0.000006970121,0.000008557769,0.00002530858,0.00009474876,0.00003070933],"domain_scores_gemma":[0.9997861,0.00006435789,0.00002660156,0.00001987677,0.00007818985,0.0000249424],"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":[0.0005333832,0.0004701619,0.004733328,0.0003283158,0.00005833153,0.0005412754,0.0003370835,0.3193184,0.6571583,0.004323939,0.0006421249,0.01155539],"study_design_scores_gemma":[0.00005680847,0.0009162321,0.0065944,0.0000220181,0.00003923268,0.00009381304,0.0002099182,0.6695367,0.3194663,0.00117066,0.00183939,0.00005460868],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904749,0.0002187221,0.004692392,0.0001002983,0.00002814492,0.00002665974,0.0005033752,0.00008144595,0.00387423],"genre_scores_gemma":[0.9952572,0.0001366185,0.003311754,0.00001105183,0.000005575572,0.00002496259,0.0003516795,0.00001130912,0.0008898831],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002217545,"threshold_uncertainty_score":0.006859481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01214114371491978,"score_gpt":0.2110577131889371,"score_spread":0.1989165694740173,"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."}}