Moirai Atlas
Mapping the shape of global research…
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Moirai Atlas
SCALE · QUALITY · TRAJECTORY ?
EDITION 2026

Scale (X axis)

Research scale based on percentile of five-year output across all institutions with structural data.

Quality (Y axis)

Field-normalized research quality based on empirical Bayes ability estimates, independent of institutional size.

Trajectory (Z axis)

Directional momentum based on recent structural movement, winsorized and normalized across institutions.
Position is fixed across tabs. Tabs change interpretation, not location.
Some institutions are shown with approximate Y-placement where quality data is not yet available.
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Scale
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Influence
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Trajectory
— institutions · — countries · Full universe · No ranking applied
UK Position Map