Corpus 1,272 assessed · 1,173 scored · 643 reproduced ≥75 · 168 flagged ·∅ 74.1/100
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SRR1796518

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

92/100 · 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 from Podocoryna carnea; A-grade (92/100). Duplication at 51.73% is the principal limiter—problematic for variant calling but acceptable for expression studies—offset by excellent base quality (Q35.8 mean, 96.8% Q20) that ensures reliable quantification across reuse applications.

Data type / assay
bulk-RNA-seq
Organism
Podocoryna carnea
Instrument
Illumina HiSeq 2000
Platform
ILLUMINA
N numbers (samples, groups)
1 runs
Metrics (value · how obtained)
checksum ok yes reported
total bases 13330332200 reported
total reads 66651661 reported
n content pct 0.006 measured
pct q20 bases 96.8 measured
pct q30 bases 92.2 measured
gc content pct 45.4 measured
mean read length 100 measured
mean base quality 35.8 measured
adapter content pct 0.85 measured
duplication rate pct 51.73 measured
How this grade was computed
Weighted mean of 4 scored metric(s) → 92/100

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 92.2 measured ×1 100%
mean base quality 35.8 measured ×0.6 100%
adapter content pct 0.85 measured ×0.4 100%
duplication rate pct 51.73 measured ×0.4 52%
QC cost 31 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 flagged mean score 68