{"id":"W2241464107","doi":"10.1149/200507.1002pv","title":"Evaluation and Performance of Cobalt-Doped YSZ Electrolyte","year":2005,"lang":"en","type":"article","venue":"ECS Proceedings Volumes","topic":"Advancements in Solid Oxide Fuel Cells","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Yttria-stabilized zirconia; Cobalt; Sintering; Materials science; Electrolyte; Conductivity; Cubic zirconia; Doping; Galvanic cell; Microstructure; Solid oxide fuel cell; Electrical resistivity and conductivity; Chemical engineering; Cobalt oxide; Oxide; Inorganic chemistry; Composite material; Metallurgy; Electrode; Ceramic; Chemistry; Optoelectronics; Electrical engineering; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003392394,0.0003597208,0.0005817472,0.0003357418,0.0003117982,0.0009346807,0.0003672391,0.0005593568,0.0007273019],"category_scores_gemma":[0.0006676927,0.0001940403,0.0002221879,0.0004739907,0.0001867849,0.0003749151,0.0003420478,0.0002888018,0.0003409515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005235536,"about_ca_system_score_gemma":0.0005217765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001753728,"about_ca_topic_score_gemma":0.002071226,"domain_scores_codex":[0.999651,0.00002670031,0.00004581123,0.00006270695,0.0001624256,0.00005139444],"domain_scores_gemma":[0.9996731,0.00003830733,0.00004325046,0.00002209784,0.000189281,0.00003400976],"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":[0.00016195,0.0000219228,0.0003018636,0.00006001285,0.000009067102,0.0000542976,0.00001888192,0.0002780513,0.9967421,0.0000678469,0.00002604644,0.002257948],"study_design_scores_gemma":[0.000004723546,0.00005552738,0.0002318144,0.000002487622,0.000008629492,0.00002162485,0.000007350919,0.0004487805,0.9988136,0.000005960011,0.0003975493,0.000002020645],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993623,0.001482813,0.003352115,0.00006082269,0.0000359008,0.00003960689,0.0003251793,0.0001120284,0.0009686992],"genre_scores_gemma":[0.9907236,0.001985251,0.004535693,0.00002641514,0.000009508753,0.00002646724,0.0005564797,0.00006950204,0.00206708],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001753728,"threshold_uncertainty_score":0.003798664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01423262055679975,"score_gpt":0.2702835132716884,"score_spread":0.2560508927148886,"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."}}