﻿=== 预测命中率 (Hit@3)：预测项在随后被实际观察到的比例 ===
predict calls : 382
hit rate      : 0.824607329842932

=== 固化重放前 stats ===
{
  "nodes": 13,
  "edges": 116,
  "episodes": 63,
  "by_type": {
    "instruction": 10,
    "fact": 2,
    "preference": 1
  },
  "predict_hit_rate": 0.8246,
  "predict_calls": 382,
  "avg_predictive_value": 0.5355,
  "remembers": 13
}

=== 已知项目复盘：observe 项目名后预测下一步 ===
当前上下文: 提取核心术语表并锁定 / 对齐术语风格：正式技术中性 / 按章节分段翻译 / 质检术语与风格一致性 / 导出中英双语交付物 / 新建翻译项目：新能源汽车白皮书
  confidence=0.4782  uncertainty=1.8519
  - prob=0.4782  提取核心术语表并锁定  | path: m1(p=1), m6>m1(2nd)(p=1)
  - prob=0.1518  导出中英双语交付物  | path: m5(p=1)
  - prob=0.0854  质检术语与风格一致性  | path: m4(p=1)

=== 概念抽象·冷启动：全新主题项目名 -> 泛化预测 ===
  confidence=0.6337  uncertainty=1.4971
  - prob=0.6337  提取核心术语表并锁定  | path: m1(p=0.8889), m14(role:新建)(p=0.3282), m14(role:新建)(p=0.3282), m14(role:新建)(p=0.3282), m14(role:新建翻译)(p=0.3282), m14(role:新建翻译)(p=0.3282), m14(role:新建翻译)(p=0.3282)
  - prob=0.0989  导出中英双语交付物  | path: m5(p=1)
  - prob=0.044  质检术语与风格一致性  | path: m4(p=1)

=== 固化重放 (prune) ===
{
  "pruned": 0,
  "nodes": 14,
  "edges": 128,
  "explore": 0,
  "recent_hit_rate": 0.82
}
explore (探索度, 元认知自调) 见上 recent_hit_rate 对应值

=== reward 反馈机制验证 ===
反馈前预测价值: 0.2083 -> 反馈+1.0后: 0.2293 | 上升

=== restore 回滚验证 ===
{
  "ok": true,
  "nodes": 14
}

=== 降级 (小网络) recall ===
  - 孤立记忆：会议室在3楼  (type=fact, score=0, activation=0)

=== 译脉·先知 2.0 (MoonBit) 验证完成 ===
