Corpus 1,272 assessed · 1,173 scored · 643 reproduced ≥75 · 168 flagged ·∅ 74.1/100
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GSE44020

GEO first seen 2013

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

33/100 · F

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

What this means
claude:haiku

Panagrellus redivivus 76 bp RNA-seq with lower quality metrics (Q30: 67.8%, mean 27.7) and notably high N-content (0.767%), indicating challenging sequencing conditions or low-complexity transcript pool from this small nematode. GC content of 52% is balanced. Represents small-genome or low-abundance transcriptome data with quality caveats.

Data type / assay
bulk-RNA-seq
Organism
Panagrellus redivivus
Metrics (value · how obtained)
n content pct 0.767 measured
pct q20 bases 75.9 measured
pct q30 bases 67.8 measured
gc content pct 52 measured
mean read length 76 measured
mean base quality 27.7 measured
adapter content pct 0.33 measured
duplication rate pct 16.31 measured
How this grade was computed
Weighted mean of 4 scored metric(s) → 33/100

The F 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 67.8 measured ×1 0%
mean base quality 27.7 measured ×0.6 0%
adapter content pct 0.33 measured ×0.4 100%
duplication rate pct 16.31 measured ×0.4 100%
QC cost 25 s compute

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