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. 2021 Dec 14;11:23929. doi: 10.1038/s41598-021-03238-3

Table 2.

Bipartite degree distributions, with examples in the context of a scholarly authorship bipartite network.

Degree distribution Authors (agents) Papers (artifacts)
Right-tailed β(1,10) Most write some papers, but a few are prolific (most departments) Most papers are sole-authored, but some are written by large teams (e.g., sociology)
Left-tailed β(10,1) Most are prolific, but some are inactive (elite departments) Most papers are written by large teams, but some are sole-authored (e.g., physics)
Uniform β(1,1) There is substantial diversity in scholarly output (e.g., interdisciplinary departments) There is substantial diversity in the size of authorship teams (e.g., an entire university)
Constant β(10,000,10,000) There are strong norms about how many papers an author should have (e.g., for performance evaluations) There are strong norms about how many authors a paper should have (e.g., two: a senior author & a junior author)
Normal β(10,10) Scholarly output varies around some typical level Authorship teams vary around some typical size