JOSS submission guidance
Saturday sandbox · after Zenodo help
JOSS submission guidance — you submit in week 36, not now. Read it once so that today's release history is already the kind reviewers want
In: LABLOOP-W04 Notebook
WEEK 04 · L1: PUBLIC AND REPRODUCIBLE
Do one thing.
Then you are ahead.
In your corporate life, a deliverable is done when a steering committee signs it. In science, a result is done when a stranger can regenerate it without calling you. This week is your first licence exam. You will turn your alarms into two honest numbers (how many hours before harvest you detect a fault; how often you cry wolf on a normal batch), put them in a README with one command that regenerates them, and mint a…
If you only do one thing this week: the release with the DOI
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THE NEXT BLOCK
How long have you got?
By Sunday you should be able to say: “A stranger can clone batchlens, run one command, and get my number. I can explain why batch-wise CV is not optional." --- # ACT II · The reading robot (weeks 5-8) > Act II story. Picture a consulting firm that hires a brilliant, impossibly fast junior analyst. On day one they could read 2,000 client reports over a weekend. No partner would send those summaries to a client without first grading the analyst's work on 50 reports the partner read personally. That is Act II. FermLit is the analyst (an LLM agent). The gold set is the partner's answer key. The F1 table is the performance review. And the technical report at week 8 is the first document you sign with your name as a scientist”
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2026-09-29 18:29Finished: SciPy docs, scipy.integrate.solve_ivp2026-09-29 17:44Finished: LearnChemE (CU Boulder) · "Monod Cell Growth Example (Bio)"2026-09-28 22:11Finished: Crash Course Biology #3 · "Biological Molecules2026-09-28 21:50Finished: OpenStax Biology 2e2026-09-25 11:16Finished: OpenStax Biology 2e