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
85/100 · BStandardized, field-standard QC computed by touching the data — every metric states how it was obtained · evidence: measured
Butterfly bulk RNA-seq with high duplication despite good per-base quality. Grade B (85/100) shows 69.37% duplication (scored 12/100) as the dominant issue, though Q30 (90%) and quality (35.3 mean) are acceptable. The duplication will cause expression estimates to plateau at high abundance, losing linearity needed for fold-change estimates.
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