Corpus 1,280 assessed · 1,181 scored · 646 reproduced ≥75 · 170 flagged ·∅ 74/100
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GSE42661

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

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

Solanum lycopersicum (tomato) 54 bp RNA-seq with good basal quality (Q30: 94%, mean 36.9) but extreme adapter retention (97.8%), indicating heavily trimmed reads or adapter-ligated fragments rather than full cDNA. This dataset represents pre-processed or unconventional library construction; verify trim lengths before reuse. Searchable for plant transcriptomics with heavy read trimming.

Data type / assay
bulk-RNA-seq
Organism
Solanum lycopersicum
Metrics (value · how obtained)
n content pct 0.002 measured
pct q20 bases 98.1 measured
pct q30 bases 94 measured
gc content pct 47.3 measured
mean read length 54 measured
mean base quality 36.9 measured
adapter content pct 97.8 measured
duplication rate pct 24.67 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 94 measured ×1 100%
mean base quality 36.9 measured ×0.6 100%
adapter content pct 97.8 measured ×0.4 0%
duplication rate pct 24.67 measured ×0.4 100%
QC cost 26 s compute

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