The innovation annulus is a functional, persistent feature of scholarly metadata production whose width reflects production inefficiency, reshaped by AI and best managed through calibrated governance analogous to optimal patent duration.
Mills, One index, two publishers and the global re- search economy, Oxford Review of Education , 1 (2024)
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Market Dynamics, Governance and Open Research Metadata in the AI Era
The innovation annulus is a functional, persistent feature of scholarly metadata production whose width reflects production inefficiency, reshaped by AI and best managed through calibrated governance analogous to optimal patent duration.