Corpus 1,273 assessed · 1,174 scored · 643 reproduced ≥75 · 169 flagged ·∅ 74.1/100
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GSE65325

GEO first seen 2015

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

99/100 · A

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

What this means
claude:haiku

Drosophila bulk RNA-seq with 101 bp reads and good quality (90.1% Q30, 95.5% Q20) supports robust isoform-level quantification and splice junction mapping. Elevated N-content (1.57%) is modest; the longer reads and strong base quality make this dataset suitable for complex transcriptome studies, including alternative splicing analysis and transcript structure annotation in flies.

Data type / assay
bulk-RNA-seq
Organism
Drosophila melanogaster
Metrics (value · how obtained)
n content pct 1.571 measured
pct q20 bases 95.5 measured
pct q30 bases 90.1 measured
gc content pct 47.1 measured
mean read length 101 measured
mean base quality 35.1 measured
adapter content pct 0 measured
duplication rate pct 31.37 measured
How this grade was computed
Weighted mean of 4 scored metric(s) → 99/100

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 90.1 measured ×1 100%
mean base quality 35.1 measured ×0.6 100%
adapter content pct 0 measured ×0.4 100%
duplication rate pct 31.37 measured ×0.4 97%
QC cost 24 s compute

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