systematization
系统化。指将临时性、非正式的实践逐步转变为有结构、可复现、有据可循的过程，常通过组织与流程层面的调整实现，而非依赖新工具。
English Definition
"The process by which ad-hoc, informal evaluation practices are progressively made more systematic, structured, and reproducible—often through organizational and process adaptations rather than new tooling."
用法说明 · 针对中文母语者
在本文中与 'formalization journey'（形式化之旅）紧密相关，强调实践者自下而上的演进过程。注意是名词形式，对应动词 'systematize'。
常见错误
- ·与 'systematization' 的工具/技术层面含义混淆，本文强调组织与流程层面
- ·误用为 'systemization'（拼写错误，少一个 t）
真实用例 · 3 条
"supporting the organizational and sociotechnical layers of systematization that practitioners actually need"
"This presents a research opportunity to support practitioners in systematizing emerging practices rather than developing new evaluation frameworks"
"we provide an empirical account of how practitioners evaluate LLM products in production settings... we extend this by studying practitioners across diverse organizational contexts who lack dedicated evaluation infrastructure"