Table 3.

Comparison between curated authorship and adjacent concepts

Adjacent conceptKey difference from curated authorship
Collaborative writingInvolves only human agents; CA includes AI, with the human maintaining epistemic responsibility
Remix pedagogyFocuses on creative recombination; CA emphasizes ethical filtering and intentional narrative shaping
Editorial controlOccurs after content creation; CA embeds ethical and pedagogical judgment throughout the process
Co-authorshipAssumes shared agency; CA maintains human accountability for meaning and impact
Note(s):

Conceptual foundations drawn from Yang et al. (2024) on collaborative writing, McMahon and Firestone (2024) on remix pedagogy, Gentile et al. (2023) on editorial control and Ryan et al. (2025) onco-authorship

Source(s): Author’s own work

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