Oleksiy V. Penkov, Boyang Shen · 2026 · arXiv
DOI: 10.48550/arXiv.2610.27859 · open-access PDF
发表的实验室号码只有在其原始文件和提取方法被确认时才能进行验证。本论文介绍了APS ELN的价值层次来源架构,这是一种电子实验室笔记本,由研究人员和语言模型代理人使用。该架构是由在近5年内进行的材料实验室覆盖项目的生产审计动机。从样本到存储值的八项基线研究的追踪表明,初始的ELN结构保留了从样本到原始文件的联系。
Machine translation (Meta M2M100); the English original follows.
A published laboratory number can be verified only when its raw file and extraction method are known. This paper presents the value-level provenance architecture of APS ELN, an electronic laboratory notebook used by both researchers and language-model agents. The architecture was motivated by a production audit in a materials laboratory covering projects performed over almost 5 years. Tracing eight baseline studies from sample to stored value showed that the initial ELN structure preserved the link from sample to raw file. Still, the link from raw file to stored value was lost, mainly due to h
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