Auditing automated research assessment: an interpretable machine learning approach to validate funding criteria

Rafael P. Gouveia, Thiago C. Silva, Diego R. Amancio

This paper empirically examines the practical validity of the official evaluation criteria underpinning the Research Productivity (PQ) Grant framework, as governed by the Brazilian…