Corpus 1,283 assessed · 1,184 scored · 647 reproduced ≥75 · 173 flagged ·∅ 73.9/100
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SRR10231851

SRA first seen 2021

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

83/100 · B

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

What this means
claude:haiku

Bulk short-read RNA-seq with paradoxical profile: excellent basecall quality (Q30=95.2%) contrasted against devastating technical duplication at 80.9% (scored 0/100, weight 0.4), which dominates the B-grade (83/100). High-quality bases cannot offset severe PCR bias rendering abundance estimates unreliable. Marginal for reuse; would require aggressive normalization.

Data type / assay
bulk-RNA-seq
Organism
Apis mellifera
Instrument
NextSeq 500
Platform
ILLUMINA
Read type
short-read
Files available
FASTQ (raw reads)
N numbers (samples, groups)
1 runs
Metrics (value · how obtained)
checksum ok yes reported
total bases 975207300 reported
total reads 6501382 reported
n content pct 0.007 measured
pct q20 bases 96.7 measured
pct q30 bases 95.2 measured
gc content pct 39.1 measured
mean read length 75 measured
mean base quality 34.6 measured
adapter content pct 0 measured
duplication rate pct 80.9 measured
How this grade was computed
Weighted mean of 4 scored metric(s) → 83/100

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 95.2 measured ×1 100%
mean base quality 34.6 measured ×0.6 100%
adapter content pct 0 measured ×0.4 100%
duplication rate pct 80.9 measured ×0.4 0%
QC cost 27 s compute

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