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Most of these names join to form a large central factor (yellow color in the online version of this figure) in the results based on the simplified approach to AND (Figure 2A). This factor is labeled as Undefined (UD), as the only common theme among its members appears to be that they are “authors” who agglomerate dozens or even hundreds of individuals, and who are therefore cocited relatively evenly with researchers from across the field. The results show that despite the good performance of implemented method for most names, we should optimize for common names. Results prove that the applied method improves the performance for these names. Author names that load on multiple factors and thus appear to bridge specialties may be simply aggregates of multiple authors with the same last name and first initial, or may even have switched fields because of ambiguity issues. The former is a small and indistinct specialty in map 1B, and the statistical noise introduced by small levels of author name ambiguities may well suffice to push it below the detectability threshold for ACA

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