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Why a shared script stops reproducing results when the random seed is gone

Computational science Open science Data reproducibility
Popularity Index: 3 Updated at 2026-10-11 09:21 UTC

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What a data repository actually requires before it accepts your dataset Sharing human subject data when the consent form never mentioned a repository Versioning a dataset after errors are found in the first release Data availability statements promise more than the repository delivers Where do I keep raw data so it is still readable in ten years? Licensing choices for research software and what they allow Releasing the dataset gets more reuse than the paper and earns the author nothing Does publishing the referee reports alongside the paper change referee behavior? Preregistration only works if deviations from the plan get reported Pre-registration was supposed to fix reproducibility - did it?

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