Corpus 1,272 assessed · 1,173 scored · 643 reproduced ≥75 · 168 flagged ·∅ 74.1/100
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GSE119454

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

100/100 · 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 of Escherichia coli with unavailable sequencing platform (HTTP error), but exceptional quality (98% Q30, 35.4 bp read length, 0.001% N content). This dataset captures bacterial transcriptomics with minimal contamination. The short read length and exceptional quality suggest optimized bacterial library preparation for high-throughput multiplexing.

Data type / assay
bulk-RNA-seq
Organism
Escherichia coli
Metrics (value · how obtained)
n content pct 0.001 measured
pct q20 bases 98.6 measured
pct q30 bases 98 measured
gc content pct 52.2 measured
mean read length 35.4 measured
mean base quality 34.9 measured
adapter content pct 0 measured
duplication rate pct 3.32 measured
How this grade was computed
Weighted mean of 4 scored metric(s) → 100/100

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 98 measured ×1 100%
mean base quality 34.9 measured ×0.6 100%
adapter content pct 0 measured ×0.4 100%
duplication rate pct 3.32 measured ×0.4 100%
QC cost 28 s compute

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