Corpus 1,272 assessed · 1,173 scored · 643 reproduced ≥75 · 168 flagged ·∅ 74.1/100
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SRX2916200

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

80/100 · B

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

What this means
claude:haiku

100-bp bulk-RNA-seq from Illumina HiSeq 4000; grade B (80/100). High duplication (73.25%) and elevated adapter content (6.08%) both detract from score; base quality is strong (Phred=39.4). Acceptable for reuse if high-expression transcripts are the focus; not suitable for low-abundance targets.

Data type / assay
bulk-RNA-seq
Organism
Homo sapiens
Instrument
Illumina HiSeq 4000
Platform
ILLUMINA
N numbers (samples, groups)
1 runs
Metrics (value · how obtained)
checksum ok yes reported
total bases 8189401662 reported
total reads 40814910 reported
n content pct 0.026 measured
pct q20 bases 98.3 measured
pct q30 bases 95.9 measured
gc content pct 57.8 measured
mean read length 101 measured
mean base quality 39.4 measured
adapter content pct 6.08 measured
duplication rate pct 73.25 measured
How this grade was computed
Weighted mean of 4 scored metric(s) → 80/100

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 95.9 measured ×1 100%
mean base quality 39.4 measured ×0.6 100%
adapter content pct 6.08 measured ×0.4 77%
duplication rate pct 73.25 measured ×0.4 4%
QC cost 12 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