Corpus 1,273 assessed · 1,174 scored · 643 reproduced ≥75 · 169 flagged ·∅ 74.1/100
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SRR594393

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

76/100 · C

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

What this means
claude:haiku

Mouse bulk RNA-seq. Grade C. Suboptimal Q30 (81.3%) and base quality (32.5) reduce transcript assembly confidence; these metrics matter because they directly affect variant and isoform accuracy. Depth (87M reads) provides some compensation for expression estimates.

Data type / assay
bulk-RNA-seq
Organism
Mus musculus
Instrument
Illumina HiSeq 2000
Platform
ILLUMINA
N numbers (samples, groups)
1 runs
Metrics (value · how obtained)
checksum ok yes reported
total bases 8726460400 reported
total reads 87264604 reported
n content pct 0.002 measured
pct q20 bases 93.7 measured
pct q30 bases 81.3 measured
gc content pct 48.8 measured
mean read length 50 measured
mean base quality 32.5 measured
adapter content pct 0 measured
duplication rate pct 19.03 measured
How this grade was computed
Weighted mean of 4 scored metric(s) → 76/100

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 81.3 measured ×1 56%
mean base quality 32.5 measured ×0.6 75%
adapter content pct 0 measured ×0.4 100%
duplication rate pct 19.03 measured ×0.4 100%
QC cost 9 s compute

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

Scientific quality

Based on hands-on reproduction of the papers that use this dataset. A reproducible paper that stands on this data is positive evidence; a flagged one is a prompt to look closer — never a verdict on the dataset itself without the evidence.

1 studies use it 1 reproduced mean score 90