{"id":"W2037469052","doi":"10.1007/bf02375966","title":"Role of the microstructure on the transport properties of Y-doped zirconia and Gd-doped ceria","year":2003,"lang":"en","type":"article","venue":"Ionics","topic":"Advancements in Solid Oxide Fuel Cells","field":"Materials Science","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Materials science; Microstructure; Yttria-stabilized zirconia; Grain boundary; Sintering; Cubic zirconia; Doping; Ceramic; X-ray photoelectron spectroscopy; Chemical engineering; Grain size; Diffusion; Metallurgy","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":[0.0002444371,0.0001573498,0.0002094914,0.0001507478,0.0002209257,0.0006127061,0.0002053154,0.0002568448,0.0006341055],"category_scores_gemma":[0.0005690552,0.0001970097,0.0001007666,0.000117406,0.0003436025,0.0004119152,0.0001703702,0.0001851163,0.0001574351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004565879,"about_ca_system_score_gemma":0.0002336296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00118597,"about_ca_topic_score_gemma":0.001302313,"domain_scores_codex":[0.9999402,0.000008886455,0.000004831565,0.00001381835,0.0000134679,0.00001874236],"domain_scores_gemma":[0.9997719,0.00007066223,0.00007234028,0.00001765742,0.00005349877,0.00001399631],"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":[0.0006344967,0.00002109853,0.001473194,0.00007853055,0.00001419425,0.00007638879,0.00006280688,0.0007007309,0.9940731,0.0009734416,0.00006865244,0.001823425],"study_design_scores_gemma":[0.00004647265,0.0002246824,0.005749058,0.000009129792,0.00004478853,0.0001098956,0.00008258907,0.005777901,0.9868427,0.0001451676,0.0009572275,0.00001038904],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983196,0.0004575386,0.0003096038,0.00004721163,0.00001107544,0.000002829187,0.00003483279,0.00001460087,0.0008027232],"genre_scores_gemma":[0.9992254,0.0001939394,0.0001367032,0.000008645004,0.000004962188,0.000002191226,0.00002909337,0.000009568335,0.0003894599],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00118597,"threshold_uncertainty_score":0.003312767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01287994365925079,"score_gpt":0.2153687707264715,"score_spread":0.2024888270672207,"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."}}