{"id":"W4412478793","doi":"10.1016/j.apcatb.2025.125705","title":"In Situ exsolution of NiFe@FeO core-shell nanoparticles with crosslinked oxygen-ion pathways from perovskite for efficient CO2 electrolysis","year":2025,"lang":"en","type":"article","venue":"Applied Catalysis B: Environmental","topic":"Advancements in Solid Oxide Fuel Cells","field":"Materials Science","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Fundamental Research Funds for Central Universities of the Central South University; Fundamental Research Funds for the Central Universities; Central South University","keywords":"Electrolysis; In situ; Perovskite (structure); Materials science; Nanoparticle; Chemical engineering; Core (optical fiber); Ion; Shell (structure); Oxygen; Electrode; Nanotechnology; Chemistry; Composite material; Electrolyte; 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":[0.00009820704,0.0002599214,0.0001408643,0.00009149025,0.0001257051,0.0002213754,0.0002505441,0.0002721855,0.00143092],"category_scores_gemma":[0.000147745,0.0001402571,0.0001466856,0.00007866403,0.0001788701,0.0002659317,0.0001683756,0.0003119992,0.0002161018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002859805,"about_ca_system_score_gemma":0.0001353779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000887533,"about_ca_topic_score_gemma":0.002091515,"domain_scores_codex":[0.9999151,0.00000501641,0.000004560085,0.00002256148,0.00002762338,0.00002507401],"domain_scores_gemma":[0.9999502,0.00001133526,0.00001400142,0.000005600452,0.00001028153,0.000008699201],"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":[0.00005145287,0.000011626,0.0000346419,0.00002980384,0.000003295332,0.00003005521,0.00002091871,0.0001030367,0.9986394,0.0000839044,0.00005400402,0.0009379299],"study_design_scores_gemma":[0.00000522676,0.00002908626,0.000251441,0.00000121446,0.000002638657,0.00001349771,0.000009855304,0.0007640086,0.9984842,0.00001394417,0.0004224526,0.00000246505],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942999,0.000248421,0.002497352,0.0000876772,0.00003591005,0.0000113339,0.0001191321,0.0001250695,0.002575278],"genre_scores_gemma":[0.9974599,0.00008175691,0.0009008952,0.00001650997,0.000003604021,0.000006692826,0.00007183611,0.00002093115,0.00143781],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00143092,"threshold_uncertainty_score":0.004786909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008280419950491122,"score_gpt":0.2210528324703536,"score_spread":0.2127724125198625,"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."}}