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jcrd-reproducibility

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在为《计算机研究与发展》(Journal of Computer Research and Development, JCRD) 稿件构建可复现性与实验可重复证据时调用。覆盖环境与依赖版本固定、随机种子与非确定性控制、数据集版本与抽取日期钉死、大模型/API 输出缓存、硬件与度量口径记录、双盲下的匿名可运行材料、诚实的可用性说明，以及让外审专家在不联系作者情况下重跑主结果的组织方式。适用于把一份 JCRD 中文稿件的实验做到可被第三方在受控条件下重复、并经得起外审可复现质疑的场景。

Journal-of-Computer-Research-and-Development-Skills/skills/jcrd-reproducibility/SKILL.md

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# 《计算机研究与发展》可复现性与实验可重复 (JCRD Reproducibility)

本技能帮助为《计算机研究与发展》(Journal of Computer Research and Development, JCRD) 稿件建立
**可复现性**证据。JCRD 实行**双盲多轮同行评审**，外审专家常就「结果能否重复」提出质疑；一份在
设计期就钉死来源、控制随机性、并提供匿名可运行材料的稿件，能显著缩短评审轮次。可复现不是事后补的
包装，而是**采集期**就要做的工程纪律。

## 一、可复现的三个层级

| 层级 | 含义 | JCRD 关注点 |
|---|---|---|
| 可重复 (repeatable) | 同一团队同一环境重跑得同一结果 | 种子、环境、脚本固定 |
| 可复现 (reproducible) | 他人用你的材料重跑得同一结果 | 匿名材料 + README + 数据/代码 |
| 可复制 (replicable) | 他人独立实现得一致结论 | 方法与设定描述充分，见 `jcrd-experiments` |
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