Evidence-qualified author and citation-metric reviews · Updated September 15, 2026
DNA-PAINT creator with h-index 58 and ~16.6k citations shows exemplary rigor and open code, though independent biological discovery depth is less demonstrated.
Key insight: platform-building (composable methods) compounds citations faster than isolated findings.
Combi-PAINT vs MERFISH/seqFISH benchmark experiment · Docking-strand density tradeoff experiment
OpenAlex splits this name into profiles with h-indices of 23, 10, and 8, so any blended author score could over- or under-credit impact by up to threefold.
Key insight: author disambiguation is the dominant failure mode in automated citation scoring.
ORCID + coauthor-network disambiguation experiment · Field-normalized citation comparison experiment
Early-career computational genomics scientist (h-index 13) with a first-author Cell paper showing ~35% of functionally divergent regulatory elements have below-average sequence divergence, challenging divergence-based evolutionary screens.
Key insight: a methodological blindspot affects the entire comparative genomics field, not just human evolution studies.
Cross-context linCRE validation experiment · Spatial circadian tumor sampling experiment
Mid-career profile (h-index 17, 938 citations, 52 papers) spans unusually wide fields with inconsistent rigor, and the record likely blends multiple authors sharing the same name.
Key insight: name collision makes any single-individual strength estimate unreliable in both directions.
Topic-embedding identity test experiment · Pre-registered M13@Ag replication experiment
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