Corpus 1,280 assessed · 1,181 scored · 646 reproduced ≥75 · 170 flagged ·∅ 74/100
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GSE85398

GEO first seen 2019

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.

Reused by

Deep data QC

83/100 · B

Standardized, field-standard QC computed by touching the data — every metric states how it was obtained · evidence: measured

What this means
claude:haiku

Drosophila bulk RNA-seq with 51 bp reads demonstrates exceptional quality (96.4% Q30, 97.5% Q20) and no adapter contamination across a very large sample collection (3+ million evaluated reads). The scale and quality of this dataset make it ideal for reuse in population-level transcriptomics, expression variation studies, and comprehensive Drosophila expression atlases.

Data type / assay
bulk-RNA-seq
Organism
Drosophila melanogaster
Metrics (value · how obtained)
n content pct 0 measured
pct q20 bases 97.5 measured
pct q30 bases 96.4 measured
gc content pct 51.9 measured
mean read length 51 measured
mean base quality 34.8 measured
adapter content pct 0 measured
duplication rate pct 80.02 measured
How this grade was computed
Weighted mean of 4 scored metric(s) → 83/100

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.

pct q30 bases 96.4 measured ×1 100%
mean base quality 34.8 measured ×0.6 100%
adapter content pct 0 measured ×0.4 100%
duplication rate pct 80.02 measured ×0.4 0%
QC cost 28 s compute

measured = computed from the data · extrapolated/reported = derived or from the repository · dq-1.0