The model explanation 场景学习单

A candidate faces a single risk score with no visible inputs, range, or explanation.

一名候选人面对一个单独的风险分数，看不到输入、区间或解释。

ASSESSOR

The score is objective, so it tells us what this person will be able to do.

这个分数是客观的，所以能告诉我们这个人将来能够做什么。

REVIEWER

A probability about a group is not a biography of one person.

关于群体的概率，不是某个个人的完整传记。

REVIEWER

Explain the decision purpose, data sources, validation population, uncertainty range, error rates, and conditions outside the model.

说明决策目的、数据来源、验证人群、不确定区间、错误率，以及模型覆盖之外的条件。

ASSESSOR

The report will state that the score supports review but cannot establish individual capacity on its own.

报告会说明该分数可以支持复核，但不能单独证明个人能力。

The single number becomes a bounded estimate with sources, limits, and accountable use.

单一数字变成了有来源、有边界且用途可问责的估计。