{"id":"W4386257826","doi":"10.1016/j.apcatb.2023.123231","title":"Electronic modulation induced by decorating single-atomic Fe-Co pairs with Fe-Co alloy clusters toward enhanced ORR/OER activity","year":2023,"lang":"en","type":"article","venue":"Applied Catalysis B: Environmental","topic":"Electrocatalysts for Energy Conversion","field":"Energy","cited_by":127,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Fundamental Research Funds for the Central Universities; National University's Basic Research Foundation of China; Taishan Scholar Project of Shandong Province; Taishan Scholar Foundation of Shandong Province; National Natural Science Foundation of China","keywords":"Materials science; Alloy; Metal; Chemical physics; Atomic units; Adsorption; Atom (system on chip); Nanotechnology; Chemistry; Physical chemistry; Metallurgy","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004103728,0.0006971217,0.0006358875,0.0003452173,0.0004161704,0.00009060167,0.0004887044,0.000342083,0.0002022986],"category_scores_gemma":[0.00001079386,0.0007133544,0.0002295049,0.0008091393,0.0001580321,0.0005361714,0.0001796028,0.0005182923,0.0009671111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002457326,"about_ca_system_score_gemma":0.00007954388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005698813,"about_ca_topic_score_gemma":0.00044757,"domain_scores_codex":[0.9957537,0.0001120282,0.0005079379,0.001309749,0.00106104,0.001255538],"domain_scores_gemma":[0.9983433,0.0001120634,0.000436107,0.0008655838,0.00001173232,0.0002312202],"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":[0.0003160591,0.0002233984,0.0003051395,0.00001545097,0.000425089,0.000005911899,0.0005566222,0.00451936,0.970623,0.0000975027,0.0001962344,0.02271629],"study_design_scores_gemma":[0.00173189,0.0002492479,0.001210993,0.00001004892,0.0002213593,0.000007251996,0.0006788922,0.00542658,0.9886589,0.00008282792,0.0008493643,0.0008726169],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955125,0.0000199479,0.001251388,0.0000981254,0.00005500046,0.0004600657,0.00001286735,0.000494563,0.002095511],"genre_scores_gemma":[0.9940501,0.00004127939,0.0001137661,0.000145258,0.00008810767,0.0002602616,0.004619858,0.0002047832,0.0004765214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02184367,"threshold_uncertainty_score":0.9998108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008236161123390167,"score_gpt":0.2029288919033494,"score_spread":0.1946927307799592,"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."}}