{"id":"W4285398704","doi":"10.1149/ma2022-01391726mtgabs","title":"Probing the Effects of Defects in Ultrathin Oxide Overlayers on the Selectivity of Encapsulated Electrocatalysts","year":2022,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Electrochemical Analysis and Applications","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Overlayer; Selectivity; Scanning electrochemical microscopy; Oxide; Materials science; Electrocatalyst; Scanning electron microscope; Electrochemistry; Catalysis; Chemical engineering; Redox; Electrode; Photocatalysis; Nanotechnology; Chemistry; Composite material; Metallurgy; Physical chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001835588,0.0002812709,0.0002290828,0.0001399509,0.0001057316,0.000325836,0.000346403,0.0003630715,0.0004877851],"category_scores_gemma":[0.0003948717,0.000160782,0.0001137445,0.0001214377,0.0002673459,0.0002972602,0.0001746847,0.000348997,0.000130241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002619073,"about_ca_system_score_gemma":0.00008192846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005427405,"about_ca_topic_score_gemma":0.001099956,"domain_scores_codex":[0.9997951,0.00001358107,0.00001624276,0.00005384793,0.00008793171,0.00003326793],"domain_scores_gemma":[0.9997049,0.0001059004,0.00009614974,0.00002912091,0.00004880738,0.00001505332],"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":[0.00001754679,0.000004535487,0.0001694702,0.00001261419,0.000001916355,0.0000157557,0.000008135702,0.00006947009,0.9993035,0.000009235069,0.000005160179,0.00038278],"study_design_scores_gemma":[7.677797e-7,0.0000418758,0.0009197402,7.072214e-7,0.000002186869,0.00002360891,0.000007851574,0.0006880204,0.998254,0.000003328649,0.00005691015,0.000001115789],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980029,0.0002117403,0.001395144,0.00001668775,0.00000540541,0.000009816455,0.0001085489,0.00002704399,0.0002226644],"genre_scores_gemma":[0.9977004,0.0001802471,0.001696029,0.00001502435,0.000002842422,0.000008763353,0.00007647124,0.00001029588,0.0003099759],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005427405,"threshold_uncertainty_score":0.001900256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005854744281715403,"score_gpt":0.2113160378938561,"score_spread":0.2054612936121407,"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."}}