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Fengyuan Michael Liu

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Review Sep 2026

The illusion of neutrality in metric-based research evaluation

Venue prestige and citation counts are two widely used, albeit imperfect, signals of research quality. When the two signals conflict, evaluators must decide how much weight to assign each. Yet, it remains unknown how researchers across disciplines trade off these two signals when evaluating research outcome. To fill th...

Fengyuan Michael Liu, Hazem Ibrahim, Yasir Zaki et al. · 0 citations

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