Corpus 1,280 assessed · 1,181 scored · 646 reproduced ≥75 · 170 flagged ·∅ 74/100
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GSE79082

GEO first seen 2017

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

89/100 · B

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

What this means
claude:haiku

Callithrix jacchus (marmoset) bulk RNA-seq with 50 bp reads achieves excellent quality (96.2% Q30, 98.1% Q20) and elevated GC content (59.2%), consistent with this primate genome. The high base accuracy supports reliable expression profiling in this non-human primate model and is suitable for reuse in comparative primate genomics and brain-specific transcriptome studies.

Data type / assay
bulk-RNA-seq
Organism
Callithrix jacchus
Metrics (value · how obtained)
n content pct 0.001 measured
pct q20 bases 98.1 measured
pct q30 bases 96.2 measured
gc content pct 59.2 measured
mean read length 50 measured
mean base quality 36.7 measured
adapter content pct 0.55 measured
duplication rate pct 59.94 measured
How this grade was computed
Weighted mean of 4 scored metric(s) → 89/100

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 96.2 measured ×1 100%
mean base quality 36.7 measured ×0.6 100%
adapter content pct 0.55 measured ×0.4 100%
duplication rate pct 59.94 measured ×0.4 34%
QC cost 27 s compute

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