{"id":"W2913169663","doi":"10.1149/200507.0611pv","title":"SOFC Operation with Syngas Fuels: Experiments and Model Validation","year":2005,"lang":"en","type":"article","venue":"ECS Proceedings Volumes","topic":"Electrocatalysts for Energy Conversion","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Syngas; Anode; Isothermal process; Cathode; Hydrogen; Materials science; Electrochemistry; Chemical engineering; Thermodynamics; Analytical Chemistry (journal); Chemistry; Electrode; Physics; Chromatography; Engineering; Organic chemistry; Physical 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000142807,0.0001931025,0.0001530925,0.0001100878,0.0002026099,0.0001400986,0.000123248,0.00009575245,0.00004648518],"category_scores_gemma":[0.00002694792,0.0001740832,0.00002515378,0.000140064,0.00004693107,0.001125714,0.00005239278,0.0001035105,0.00004966646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001618123,"about_ca_system_score_gemma":0.00004121847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009086278,"about_ca_topic_score_gemma":0.00005353208,"domain_scores_codex":[0.9988335,0.000005174966,0.0001837022,0.0003671444,0.0003393773,0.000271131],"domain_scores_gemma":[0.9995337,0.000007418238,0.00008993781,0.00009436833,0.0001854133,0.00008919672],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002948268,0.0002380297,0.00541398,0.00009982633,0.0001785998,0.000003439661,0.006332714,0.01668872,0.8834468,0.05915307,0.004939166,0.02321086],"study_design_scores_gemma":[0.000832798,0.0001787717,0.00009322395,0.00003724423,0.00004351843,0.0000296335,0.0003452668,0.160696,0.8307025,0.000683327,0.006027359,0.0003303404],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9752952,0.0002137487,0.0003035321,0.0004216989,0.00002922269,0.000128505,3.54831e-7,0.0002001902,0.02340751],"genre_scores_gemma":[0.9910131,0.00005033797,0.005340761,0.0001307598,0.0001511934,0.00004754662,0.0000220928,0.0000432317,0.003201029],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1440073,"threshold_uncertainty_score":0.7098905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01150124734266949,"score_gpt":0.2280030220689013,"score_spread":0.2165017747262318,"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."}}