Corpus 1,282 assessed · 1,183 scored · 647 reproduced ≥75 · 172 flagged ·∅ 74/100
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GSE37206

GEO first seen 2012

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

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

Arabidopsis thaliana 42 bp short-read RNA-seq with perfect Q30 composition (100%) despite modest mean base quality of 30, suggesting heavily filtered or quality-trimmed reads. Minimal adapter content and low N-content ensure clean data. Searchable for Arabidopsis high-purity small-RNA or transcript subset studies.

Data type / assay
bulk-RNA-seq
Organism
Arabidopsis thaliana
Metrics (value · how obtained)
n content pct 0.009 measured
pct q20 bases 100 measured
pct q30 bases 100 measured
gc content pct 45.5 measured
mean read length 42 measured
mean base quality 30 measured
adapter content pct 0.03 measured
duplication rate pct 20.66 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 100 measured ×1 100%
mean base quality 30 measured ×0.6 33%
adapter content pct 0.03 measured ×0.4 100%
duplication rate pct 20.66 measured ×0.4 100%
QC cost 26 s compute

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