{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002783131,0.0001162245,0.0001674947,0.00001246578,0.0001061604,0.00001294551,0.0002948197,0.00004987638,0.0001786795],"category_scores_gemma":[0.00009245373,0.00005835391,0.00004095549,0.00009448639,0.0003247074,0.00006169822,0.00003786288,0.00009168681,0.000006547195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001707278,"about_ca_system_score_gemma":0.00007047603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000124145,"about_ca_topic_score_gemma":0.0000170107,"domain_scores_codex":[0.9990805,0.00008917331,0.0002746952,0.000170138,0.0002245105,0.0001610184],"domain_scores_gemma":[0.9992564,0.00003346989,0.0001733773,0.0004301825,0.0000840897,0.0000225108],"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":[0.00004072706,0.00001928543,0.0004235165,0.00003269985,0.000005939082,2.246855e-7,0.0006845925,0.0001650663,0.9947614,0.003786599,0.00003822271,0.00004169465],"study_design_scores_gemma":[0.0002135148,0.00003313805,0.001481659,0.00006193046,0.00001541621,0.00000425149,0.0003360623,0.0000167789,0.9889491,0.001645506,0.007168618,0.00007405304],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970964,0.0008347647,0.00001649481,0.0001429468,0.000267574,0.0003189699,0.0000298657,0.000009208308,0.001283761],"genre_scores_gemma":[0.9984437,0.00006859965,0.0009313327,0.0001775329,0.00001329518,0.000008310783,4.551288e-7,0.00001320789,0.0003435659],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007130395,"threshold_uncertainty_score":0.2379603,"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."}}