Job 01 · Reproduce
Your analysis, rerun under a versioned method contract.
We take an analysis your team has already done and run it again with every version declared and every artifact hashed.
The result
Check which results reproduce and document the discrepancies.
A rerun record, a citable package and a method contract with frozen versions.
Available Computed today on public microbiome data. In genomics, the public demonstration uses synthetic annotation; real sources are agreed by contract.
What is included
The method contract in writing
Reference, tools and taxonomic databases frozen by name and version, with an identified container and fixed seeds.
The rerun record
What matched, what did not and why. A result that fails to reproduce is documented rather than discarded.
The citable package
An artifact manifest with one hash per file, ready to deposit alongside the publication.
Snakemake · microbiome-counts-analysis 1.0.0 · Synthetic labels · OLS on CLR · BH · seed 1729
The proof, checkable now
52
public files with SHA-256
The manifest lists the downloads in this frozen example. Each run produces its own artifacts, eligibility states and provenance.
- Dataset
- nexalel-review-challenge.1729
- Method version
- Snakemake · microbiome-counts-analysis 1.0.0
- Run identifier
- Frozen example · verifiable scientific fingerprint
- Artifact hash
- c6e94ce77eca7a96900596a7b8db1d87ce3272a1ee56f7417f6471c4057f9331
- Seed
- 1729
The check runs in your browser and confirms file integrity. It does not replace scientific review or a fresh run.
What held up
A diversity signal holds under the documented depth check.
What did not hold up
Of the two significant contrasts, neither survived the sensitivity test. We publish that too.
We publish both. A method that only shows its successes cannot be evaluated.
Download the synthetic tables and test the analysis ↓ · 0.01 MB · No account, no form and no sales call.
What does your next study have to demonstrate?
We first agree on the question, the assay, the data rights and the deliverable. Then we decide whether working together makes sense.