{"id":"W4281801796","doi":"10.1002/aenm.202200899","title":"A Novel Solid Oxide Electrolysis Cell with Micro‐/Nano Channel Anode for Electrolysis at Ultra‐High Current Density over 5 A cm<sup>−2</sup>","year":2022,"lang":"en","type":"article","venue":"Advanced Energy Materials","topic":"Advancements in Solid Oxide Fuel Cells","field":"Materials Science","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"National Natural Science Foundation of China","keywords":"Anode; Electrolysis; Materials science; Electrolyte; Current density; Electrolytic cell; Oxide; Chemical engineering; Hydrogen production; Current (fluid); Electrode; Oxygen evolution; Nanotechnology; Hydrogen; Electrochemistry; Metallurgy; Chemistry; Thermodynamics; Physical chemistry; Physics","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":[0.00008215785,0.0002290175,0.000399934,0.0002434658,0.0002371064,0.0003782176,0.0006737682,0.0004922377,0.000846842],"category_scores_gemma":[0.0001182777,0.0001364534,0.0002118696,0.0002791284,0.0001617173,0.0005012022,0.0002642089,0.0002665462,0.0003607521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002187395,"about_ca_system_score_gemma":0.0002844808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004947506,"about_ca_topic_score_gemma":0.001525223,"domain_scores_codex":[0.99991,0.000003741701,0.000006540901,0.00002587108,0.0000400675,0.00001379331],"domain_scores_gemma":[0.9999267,0.0000110977,0.00001253883,0.000007262423,0.00002806652,0.00001439998],"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":[0.000046957,0.00003768911,0.0002540622,0.00007402225,0.000006794065,0.00008754236,0.00001094282,0.0002868646,0.9921894,0.0002624539,0.0002646794,0.006478756],"study_design_scores_gemma":[0.00003262431,0.0001677554,0.001314543,0.000005662554,0.00002070034,0.0001726359,0.00002537691,0.009789197,0.982479,0.0001158166,0.005860045,0.00001655588],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9557413,0.002066216,0.03380262,0.0003617895,0.0003783683,0.00009701708,0.0006629814,0.001270233,0.00561945],"genre_scores_gemma":[0.973823,0.0006303687,0.02280685,0.00008276235,0.00004184962,0.00004017479,0.0002304833,0.00002386506,0.002320648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000846842,"threshold_uncertainty_score":0.002832949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007388721329250974,"score_gpt":0.2335209539927863,"score_spread":0.2261322326635353,"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."}}