mockcheck · living dashboard

You have DNA reads from a mixed sample. Which classifier can you trust?

We test popular tools on communities where the right answer is known, then say in plain words what each result supports, what it does not, and what to check next.

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The story, in plain language

Pick a chapter. Every dotted word is clickable. Every "+" opens a deeper layer. Skim or dive.

Live results

Computed from the committed result tables in this repo. Nothing on this page is typed in by hand.

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Try it: a toy classifier

This is a teaching toy with three made-up mini genomes, not real data. It shows the core idea behind k-mer classifiers such as Kraken2: chop a read into short words, look each word up, let the words vote.

 

What goes wrong, and how to notice

Collected from every research area.

The same problem in other fields

Analogies from law, medicine, art and more, each with the place the analogy breaks, and stories of how others solved similar problems.

Untried or under-tried ideas

These are ideas to test, not findings.

Glossary

Every term used on this page.

Timeline of the field

Dev log

How this project was actually built, including what broke.

Sources and unverified items

Every source the research agents cite. Anything they could not verify is listed separately rather than stated as fact.