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cjc-reproducibility

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在为投向《计算机学报》(Chinese Journal of Computers, CJC) 的实证或系统类长文构建可复现性与实验可重复保障时调用。覆盖实验环境与依赖固定、随机种子与统计稳定性、数据来源与预处理的可追溯记录、基线与超参数的公平呈现、机器学习/数据挖掘研究的数据泄漏与污染防范、复现脚本与论文表图的一一对应，以及在双盲外审下如何组织可核验又不暴露作者身份的复现材料。适用于让计算机全学科中文原创研究经受三审专家对结果可信度的审查。

Chinese-Journal-of-Computers-Skills/skills/cjc-reproducibility/SKILL.md

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# 《计算机学报》可复现性与实验可重复

《计算机学报》(Chinese Journal of Computers, CJC) 是 CCF A 类综合性中文月刊，以原创长文为主，
外审专家会实质性追问"这些结果换个人、换台机器能不能复现"。可复现性不是投稿时才补的装饰，而是从
**实验设计与数据采集之时**就要固化的工程纪律：环境、种子、数据、脚本、版本一旦当时没记，事后无法
重建。本技能给出面向 CJC 长文的可复现性做法，与 `cjc-experiments`（实验设计）、
`cjc-artifact-evaluation`（制品托管）配套使用。事实核验日期 2026-07-09，未确认的本刊具体要求标
**待核实**。

## 一、可复现性的三个层次

| 层次 | 含义 | 达标标志 |
|---|---|---|
| 可重复 (repeatable) | 同一团队同一环境重跑得到一致结果 | 固定种子/环境后多次运行结果稳定 |
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