Abstract
Two distinct lines of inquiry—cooperative atomically dispersed Fe-N4 and Sn-Nx coordination sites for oxygen reduction and a beta-FeOOH photo-Fenton platform that couples hydrogen evolution with pollutant degradation—converge on a practical question for electrocatalytic active-site design and photocatalysis and solar fuels: what evidence is needed before a reported advantage becomes a defensible basis for explanation, comparison, or deployment? A structured reading of two target studies and 12 verified companion references is conducted across five lenses: coordination structure, adsorption energetics, selectivity, operando evidence, durability. Emphasis is placed on the provenance of evidence, the comparability of baselines, and the consequences of alternative explanations. Across the evidence base, the decisive issue is alignment: coordination structure shapes what is observed, adsorption energetics shapes how it is compared, and durability governs whether the conclusion can be transferred. Uncertainty is most informative when reported as part of the result rather than treated as a postscript. The contribution is a decision-oriented synthesis that connects method selection to failure cost and treats reproducibility, provenance, and bounded generalization as first-order design requirements.
References
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