Corpus 1,272 assessed · 1,173 scored · 643 reproduced ≥75 · 168 flagged ·∅ 74.1/100
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SRP145574

SRA

Provenance — who produced it, who reused it

Linked to 0 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.

No linked papers found in the corpus yet.

Deep data QC

97/100 · A

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

What this means
claude:haiku

Large Drosophila bulk-RNA-seq (491M reads, 147B bases) with extended reads (150bp) and overall excellent quality; Q30 at 88.4% is slightly lower than peak-quality datasets but compensated by high read depth and length, supporting complex transcriptome analysis.

Data type / assay
bulk-RNA-seq
Organism
Drosophila melanogaster
Instrument
Illumina HiSeq 4000
Platform
ILLUMINA
Read type
short-read
Files available
FASTQ (raw reads)
N numbers (samples, groups)
32 runs
Metrics (value · how obtained)
checksum ok yes reported
total bases 147458121000 reported
total reads 491527070 reported
n content pct 0.001 measured
pct q20 bases 94.9 measured
pct q30 bases 88.4 measured
gc content pct 46 measured
mean read length 150 measured
mean base quality 37.3 measured
adapter content pct 0.36 measured
duplication rate pct 27.61 measured
How this grade was computed
Weighted mean of 4 scored metric(s) → 97/100

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.

pct q30 bases 88.4 measured ×1 92%
mean base quality 37.3 measured ×0.6 100%
adapter content pct 0.36 measured ×0.4 100%
duplication rate pct 27.61 measured ×0.4 100%
QC cost 19 s compute

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