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
81/100 · BStandardized, field-standard QC computed by touching the data — every metric states how it was obtained · evidence: measured
Short-read ncRNA-seq from fruit fly; QC grade B indicates serviceable data with one major limitation. Duplication of 75.69% is the critical constraint—characteristic of ncRNA enrichment but substantially reduces unique reads and hampers abundance quantification; otherwise strong base quality (Q30 89.1%) supports analysis with deduplication.
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