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
96/100 · AStandardized, field-standard QC computed by touching the data — every metric states how it was obtained · evidence: measured
Helicoverpa bulk RNA-seq; excellent measured Q30 (97.8%) and base quality (QV=39.9) are offset by duplication rate of 40.3%, which scored 77/100 and limits overall grade to 96/100. Duplication is expected in RNA-seq but at the higher end; carefully filter technical duplicates during expression quantification to avoid inflating low-abundance transcript estimates.
The A 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