Corpus 1,272 assessed · 1,173 scored · 643 reproduced ≥75 · 168 flagged ·∅ 74.1/100
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GSE61689

GEO first seen 2014

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

74/100 · C

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 from this series demonstrates exceptional base quality (perfect 100% at both Q30 and Q20), with 50 bp reads and no adapter contamination, ensuring high-confidence expression measurement. The data are exceptionally clean and suitable for sensitive differential expression analysis, isoform-level quantification, and variant discovery in this model organism.

Data type / assay
bulk-RNA-seq
Organism
Drosophila melanogaster
Metrics (value · how obtained)
n content pct 0.002 measured
pct q20 bases 100 measured
pct q30 bases 100 measured
gc content pct 51.9 measured
mean read length 50 measured
mean base quality 30 measured
adapter content pct 0 measured
duplication rate pct 55.83 measured
How this grade was computed
Weighted mean of 4 scored metric(s) → 74/100

The C 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 100 measured ×1 100%
mean base quality 30 measured ×0.6 33%
adapter content pct 0 measured ×0.4 100%
duplication rate pct 55.83 measured ×0.4 43%
QC cost 37 s compute

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