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Calibrated Researcher

Resources

Tools that make your work stronger.

Practical, honest resources for researchers. Every one is free to download, with no email and no sign-up. Start with the checklist. More arrive as I write them.

Free tool · Two minutes

Is your paper ready to submit?

Answer twelve reviewer questions and get a readiness score with the exact fixes to make first.

Start the check
Free kit

The pre-submission checklist reviewers wish you used

The checks I run before any paper goes out, distilled from reviewing more than fifty. A printable PDF.

Download the checklist (PDF)
Free template

The reviewer rebuttal template

Respond to peer reviewers without getting rejected on round two. The response structure, and the exact language for conceding, pushing back, and staying in control.

Download the template (PDF)
Free kit

Uncertainty quantification, explained for researchers

What calibration, confidence intervals, and selective prediction actually mean for your results. Four printable pages: the words, a method chooser, a test checklist, and what to write in your paper.

Download the kit (PDF) Read the full guide

Free to use, free to share.

Download anything here, print it, and pass it on to your lab or your students. The field notes go deeper on each topic.