{"id":"W2520098529","doi":"10.1149/200507.1244pv","title":"Enhancing the Redox Tolerance of Anode Supported Solid Oxide Fuel Cells by Microstructural Modification","year":2005,"lang":"en","type":"article","venue":"ECS Proceedings Volumes","topic":"Advancements in Solid Oxide Fuel Cells","field":"Materials Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Anode; Cermet; Solid oxide fuel cell; Materials science; Redox; Yttria-stabilized zirconia; Electrolyte; Oxide; Chemical engineering; Microstructure; Cubic zirconia; Composite material; Metallurgy; Electrode; Chemistry; Ceramic","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":[0.000153641,0.0002708879,0.0002583387,0.0003039861,0.0001745237,0.0004313341,0.000491968,0.0003788045,0.0004949194],"category_scores_gemma":[0.000405321,0.0002375388,0.0002008796,0.0001958203,0.0001549958,0.0002640019,0.0002279289,0.0003860441,0.0001643657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002735422,"about_ca_system_score_gemma":0.0001244227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004596697,"about_ca_topic_score_gemma":0.00107222,"domain_scores_codex":[0.9998585,0.000008652718,0.00001358727,0.00002831794,0.00006229647,0.00002857008],"domain_scores_gemma":[0.9998183,0.00003045515,0.00004727831,0.00002637529,0.00006291285,0.00001471798],"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":[0.00002059066,0.00001027011,0.00007192325,0.0000167887,0.000001611441,0.00001444055,0.00001008605,0.0001862212,0.9984213,0.00002900009,0.000005963354,0.001211777],"study_design_scores_gemma":[0.00000176008,0.00005703947,0.0004736973,8.172825e-7,0.000002952278,0.00002949353,0.000005856224,0.0005766787,0.9985397,0.00001095002,0.0002989321,0.000002089466],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951521,0.0003263018,0.003747199,0.00002045356,0.00001436943,0.00001833454,0.00009124488,0.00006425362,0.0005657598],"genre_scores_gemma":[0.9929766,0.0002750324,0.005389095,0.00001548815,0.000005471875,0.00002277516,0.0001622203,0.00002626813,0.001127016],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0004949194,"threshold_uncertainty_score":0.001984656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009308782687699368,"score_gpt":0.2560471628114168,"score_spread":0.2467383801237175,"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."}}