{"id":"W1978483243","doi":"10.1007/s11666-012-9829-z","title":"Permeability and Microstructure of Suspension Plasma-Sprayed YSZ Electrolytes for SOFCs on Various Substrates","year":2012,"lang":"en","type":"article","venue":"Journal of Thermal Spray Technology","topic":"Advancements in Solid Oxide Fuel Cells","field":"Materials Science","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Electrolyte; Microstructure; Yttria-stabilized zirconia; Plasma electrolytic oxidation; Coating; Porosity; Composite material; Solid oxide fuel cell; Cathode; Permeability (electromagnetism); Surface roughness; Oxide; Electrophoretic deposition; Chemical engineering; Metallurgy; Cubic zirconia; Ceramic; Membrane; Electrode","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001519522,0.0001164001,0.0001414942,0.000190722,0.0002148287,0.0002939059,0.0001825738,0.000212547,0.001196996],"category_scores_gemma":[0.0002811543,0.0001737365,0.0001282524,0.000140073,0.0001762352,0.0002756418,0.0001241318,0.0002367975,0.0001163498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004604292,"about_ca_system_score_gemma":0.0002087919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001829085,"about_ca_topic_score_gemma":0.002610868,"domain_scores_codex":[0.9999365,0.000005369751,0.000004883216,0.00001366759,0.00002235577,0.00001719036],"domain_scores_gemma":[0.9998857,0.00002554767,0.00002943453,0.000005880891,0.00004090335,0.00001255089],"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":[0.0001595742,0.00000747528,0.0005892059,0.00002351758,0.000003545417,0.00003919136,0.0000383217,0.0002426389,0.9978969,0.00007254587,0.00004114433,0.0008859088],"study_design_scores_gemma":[0.000009486837,0.0001188187,0.009720981,0.000007101641,0.00001039656,0.0000504364,0.00008167499,0.002081416,0.9875601,0.00002397602,0.0003306039,0.000004938341],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988468,0.0002654295,0.0003320917,0.00001705465,0.000005932467,0.000003464234,0.0001050286,0.00001223973,0.0004119682],"genre_scores_gemma":[0.9992576,0.0001131456,0.000210749,0.00000510348,0.00000158152,0.000002732218,0.00007085046,0.000005123446,0.0003330035],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001829085,"threshold_uncertainty_score":0.004004419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01052127038400182,"score_gpt":0.2627478530136881,"score_spread":0.2522265826296863,"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."}}