Corpus 1,280 assessed · 1,181 scored · 646 reproduced ≥75 · 170 flagged ·∅ 74/100
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SRR3179641

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

72/100 · C

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

What this means
claude:haiku

Short-read bulk RNA-seq from whitefly (Bemisia tabaci) achieving grade C with 72/100 score, limited by severe adapter contamination (25.7%, scored 0/100) and high duplication (45.86%, scored 65/100). Base quality metrics are slightly declining (Q30=87.4%) relative to comparable samples. Multiple compounding issues make this dataset marginal for reuse without aggressive preprocessing.

Data type / assay
bulk-RNA-seq
Organism
Bemisia tabaci
Instrument
Illumina HiSeq 2500
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 2118089684 reported
total reads 7013542 reported
n content pct 0.038 measured
pct q20 bases 91.5 measured
pct q30 bases 87.4 measured
gc content pct 44.6 measured
mean read length 151 measured
mean base quality 33.9 measured
adapter content pct 25.7 measured
duplication rate pct 45.86 measured
How this grade was computed
Weighted mean of 4 scored metric(s) → 72/100

The C 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 87.4 measured ×1 87%
mean base quality 33.9 measured ×0.6 98%
adapter content pct 25.7 measured ×0.4 0%
duplication rate pct 45.86 measured ×0.4 65%
QC cost 46 s compute

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