Case Study Template

Every published assay uses this structure. Numbers come from summary.json in the run record, never from memory.


Assay {NNN}: {Target name}

Protocol: v{x.y} · Date: {YYYY-MM-DD} · Run record: {link}

Headline

One sentence with the result, written like a lab finding. Format: "{Variants} variants, {hits} hits, {gain}% over baseline on {primary function}, in {time}."

Numbers

Metric Value
Variants generated
Generations
Hits
Hit rate
Baseline composite
Best composite
Gain over baseline
Wall-clock time
Compute cost (EUR)
Human review time

The target

What was designed, for whom, and why it mattered. Two to four sentences.

The genome

Which genes were open, which were locked, and why.

What the assay found

  • The top finalist and what made it win, per function.
  • One surprise: something the assay found that a human team would likely have skipped.
  • One failure: a function or judge that misled, and how it was corrected.

Human review

How many finalists were reviewed, accepted and rejected, with the most common rejection reasons.

Field result (if run)

Metric, sample size, result, confidence.

What changed in the protocol

Any new or revised fitness function this run produced.

Before and after

Baseline vs winner, same viewport, side by side.


Publishing rules

  • Client work requires written approval before publishing. Anonymize when needed and say so.
  • Never round numbers up. Report the exact values from the run record.
  • If the run found no hits, publish it anyway with what was learned.