Corpus 1,272 assessed · 1,173 scored · 643 reproduced ≥75 · 168 flagged ·∅ 74.1/100
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GSE134651

GEO 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

Deep data QC

70/100 · C

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

What this means
claude:haiku

This Arabidopsis RNA-Seq with unavailable metadata shows good quality (92.8% Q30) and mean read length of 150 bp with high adapter content (25.49%), suggesting potential library contamination. Missing details prevent assessment.

Data type / assay
bulk-RNA-seq
Organism
Arabidopsis thaliana
Metrics (value · how obtained)
n content pct 0 measured
pct q20 bases 97 measured
pct q30 bases 92.8 measured
gc content pct 43.4 measured
mean read length 150 measured
mean base quality 38.5 measured
adapter content pct 25.49 measured
duplication rate pct 65.35 measured
How this grade was computed
Weighted mean of 4 scored metric(s) → 70/100

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 92.8 measured ×1 100%
mean base quality 38.5 measured ×0.6 100%
adapter content pct 25.49 measured ×0.4 0%
duplication rate pct 65.35 measured ×0.4 21%
QC cost 23 s compute

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