Provenance — who produced it, who reused it
Linked to 1 papers in the literature. Roles are inferred factual signals (who deposited the data vs who reused it), with counts — never a judgement about any author.
1 further paper cites this accession but reuse could not be confirmed.
Deep data QC
87/100 · BStandardized, field-standard QC computed by touching the data — every metric states how it was obtained · evidence: measured
Butterfly bulk RNA-seq with balanced limitations. Grade B (87/100) shows competing issues: duplication at 63.84% (scored 25/100) and minor adapter content (2.39%), with quality metrics around acceptable thresholds (Q30 92.2%). The duplication is the primary concern—expression estimates will lose resolution, especially at moderate abundance levels.
The B grade is a transparent weighted average. Each metric below scored from 0–100% against the published bulk-RNA-seq thresholds, weighted by its importance; nothing is hidden or subjective.
measured = computed from the data · extrapolated/reported = derived or from the repository · dq-1.0