{"id":"W2324272649","doi":"10.1149/1.2729164","title":"Metal-supported Solid Oxide Fuel Cell Operated at 400~600{degree sign}C","year":2007,"lang":"en","type":"article","venue":"ECS Transactions","topic":"Advancements in Solid Oxide Fuel Cells","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Materials science; Solid oxide fuel cell; Dielectric spectroscopy; Oxide; Reliability (semiconductor); Thermal shock; Electrolyte; Nuclear engineering; Automotive engineering; Metallurgy; Power (physics); Electrode; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007378128,0.000392816,0.0004111117,0.0001851238,0.0005086834,0.00008144254,0.0004813486,0.0001933202,0.01609419],"category_scores_gemma":[0.00002352807,0.0003820228,0.0001805562,0.0005435911,0.000229396,0.0005929279,0.00003481339,0.0002990117,0.003689226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003127237,"about_ca_system_score_gemma":0.0001040316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007922974,"about_ca_topic_score_gemma":0.0002633284,"domain_scores_codex":[0.9969601,0.00009175546,0.0007607648,0.0006857613,0.0005631766,0.0009384626],"domain_scores_gemma":[0.9983888,0.0001780859,0.0001900704,0.000715489,0.0001851047,0.0003424518],"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":[0.00009199115,0.0002962444,0.00003559359,0.00005699293,0.00003248529,0.00006824938,0.0003968171,0.004360997,0.9937348,0.00001983757,0.0005688313,0.0003371106],"study_design_scores_gemma":[0.0009612271,0.00008614571,0.0004158277,0.00001472961,0.0001218438,0.00004057993,0.0002731227,0.0002768964,0.9508322,0.0001451887,0.04637419,0.0004580113],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5318243,0.0005282637,0.4095069,0.0001591465,0.002159369,0.0007936991,0.0001796696,0.0006006315,0.05424802],"genre_scores_gemma":[0.9526914,0.0001300593,0.02123125,0.0003024234,0.00009474982,0.00004697094,0.00003728737,0.00008212164,0.02538372],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4208671,"threshold_uncertainty_score":0.9998631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02683757889722914,"score_gpt":0.2824055615285946,"score_spread":0.2555679826313654,"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."}}