Corpus 1,272 assessed · 1,173 scored · 643 reproduced ≥75 · 168 flagged ·∅ 74.1/100
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SRR3111613

SRA

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

1 further paper cites this accession but reuse could not be confirmed.

Deep data QC

93/100 · A

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

What this means
claude:haiku

Bulk RNA-seq (32bp, NextSeq 500, human). Grade A (93/100): high-quality dataset, best in the NextSeq human cohort. Mean base quality reaches 32.4 (platform ceiling) and duplication is well-controlled at 30.3%, enabling confident expression quantification and variant detection within platform limits.

Data type / assay
bulk-RNA-seq
Organism
Homo sapiens
Instrument
NextSeq 500
Platform
ILLUMINA
N numbers (samples, groups)
1 runs
Metrics (value · how obtained)
checksum ok yes reported
total bases 166696704 reported
total reads 2604636 reported
n content pct 7.503 measured
pct q20 bases 91.3 measured
pct q30 bases 90.9 measured
gc content pct 36.9 measured
mean read length 32 measured
mean base quality 32.4 measured
adapter content pct 0 measured
duplication rate pct 30.29 measured
How this grade was computed
Weighted mean of 4 scored metric(s) → 93/100

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 90.9 measured ×1 100%
mean base quality 32.4 measured ×0.6 73%
adapter content pct 0 measured ×0.4 100%
duplication rate pct 30.29 measured ×0.4 99%
QC cost 11 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 78