Corpus 1,272 assessed · 1,173 scored · 643 reproduced ≥75 · 168 flagged ·∅ 74.1/100
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SRP003870

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

33/100 · F

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 from Homo sapiens on AB SOLiD; F-grade (33/100)—unsuitable for reuse. Catastrophic base quality (6.7% Q30, Q14.2 mean) reflects the obsolete platform's intrinsic error modes; data requires substantial platform-specific error correction and algorithmic adaptation beyond standard QC.

Data type / assay
bulk-RNA-seq
Organism
Homo sapiens
Instrument
AB SOLiD System 2.0
Platform
ABI_SOLID
N numbers (samples, groups)
5 runs
Metrics (value · how obtained)
checksum ok yes reported
total bases 6532068480 reported
total reads 186630528 reported
n content pct 0 measured
pct q20 bases 31.2 measured
pct q30 bases 6.7 measured
gc content pct 0 measured
mean read length 36 measured
mean base quality 14.2 measured
adapter content pct 0 measured
duplication rate pct 7.59 measured
How this grade was computed
Weighted mean of 4 scored metric(s) → 33/100

The F 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 6.7 measured ×1 0%
mean base quality 14.2 measured ×0.6 0%
adapter content pct 0 measured ×0.4 100%
duplication rate pct 7.59 measured ×0.4 100%
QC cost 7 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