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This Collection highlights negative and null findings that challenged assumptions and informed future research.

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本文深入解析Python中None、NaN与null三类空值的本质差异及工程影响，涵盖类型系统边界、数据库交互、科学计算库默认行为等典型陷阱，并提出分层防御架构、监控测试策略和跨语言映射规范。