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
83/100 · BStandardized, field-standard QC computed by touching the data — every metric states how it was obtained · evidence: measured
This Illumina HiSeq 4000 bulk RNA-seq of Xiphophorus birchmanni (fish) generates ~377 million reads (~38.1 Gb) with exceptional quality (99.9% Q20/Q30), enabling comprehensive transcriptome profiling of this evolutionary-model organism. The massive dataset supports systems biology and evolutionary genomics. Researchers seeking fish transcriptomics or non-mammalian transcriptome data will find this highly valuable.
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