{"id":"W4415062826","doi":"10.1002/anie.202517918","title":"Cu–Ce Dual–Atom Sites Embedded in Zeolites Boost Resistance to Impurity Interference for Environmental Catalysis","year":2025,"lang":"en","type":"article","venue":"Angewandte Chemie International Edition","topic":"Catalytic Processes in Materials Science","field":"Materials Science","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Studienstiftung des Deutschen Volkes; Deutsche Forschungsgemeinschaft; National Natural Science Foundation of China; Solar Technologies go Hybrid","keywords":"Catalysis; Redox; Adsorption; Metal; Selectivity; Selective catalytic reduction; Heterogeneous catalysis","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":[0.0000586786,0.0002382464,0.0001406254,0.0001440652,0.00007794607,0.000220877,0.0002824423,0.0002110945,0.0006757418],"category_scores_gemma":[0.0001007856,0.0001316568,0.0001449754,0.00008898041,0.0001562488,0.0001666015,0.0002445742,0.0002108611,0.0002471023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002015826,"about_ca_system_score_gemma":0.0001327986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004897282,"about_ca_topic_score_gemma":0.0009821989,"domain_scores_codex":[0.9999439,0.000005501122,0.000003393377,0.000009548432,0.00001722205,0.00002059827],"domain_scores_gemma":[0.9999529,0.00000472957,0.000014234,0.000005714174,0.00001004633,0.00001240605],"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":[0.0000799487,0.00001799394,0.0001968801,0.00003406712,0.000007801588,0.0000397561,0.000007246797,0.0003100775,0.9964097,0.0003210369,0.00008721725,0.002488217],"study_design_scores_gemma":[0.00001104317,0.00007385146,0.0005600511,0.000002390907,0.000006176145,0.00003298324,0.000007912272,0.002183395,0.9957002,0.00003077565,0.001386885,0.00000435551],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922564,0.0002951515,0.005367446,0.00003428276,0.00002130312,0.00001619452,0.00006562693,0.0001786835,0.001764787],"genre_scores_gemma":[0.9971595,0.00008745486,0.001872155,0.000009967252,0.000002375694,0.000007179909,0.00003235617,0.0000110183,0.0008179384],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006757418,"threshold_uncertainty_score":0.002260566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01143755895551622,"score_gpt":0.2783442803665857,"score_spread":0.2669067214110694,"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."}}