diff --git a/backend/ruoyi-modules/ruoyi-aihr/src/main/java/org/dromara/aihr/domain/AihrPracticeDto.java b/backend/ruoyi-modules/ruoyi-aihr/src/main/java/org/dromara/aihr/domain/AihrPracticeDto.java
index 153c5532..1c4e13a4 100644
--- a/backend/ruoyi-modules/ruoyi-aihr/src/main/java/org/dromara/aihr/domain/AihrPracticeDto.java
+++ b/backend/ruoyi-modules/ruoyi-aihr/src/main/java/org/dromara/aihr/domain/AihrPracticeDto.java
@@ -335,7 +335,10 @@ public final class AihrPracticeDto {
         List<DimensionResponse> dimensions,
         List<RecordResponse> latestRecords,
         List<PracticeAssignmentResponse> assignments,
-        List<String> evidenceItems
+        List<String> evidenceItems,
+        Integer humanAssessmentScore,
+        Integer finalAdoptedScore,
+        Integer calibrationCount
     ) {
     }
 }
diff --git a/backend/ruoyi-modules/ruoyi-aihr/src/main/java/org/dromara/aihr/service/AihrPracticeSeedService.java b/backend/ruoyi-modules/ruoyi-aihr/src/main/java/org/dromara/aihr/service/AihrPracticeSeedService.java
index ed215589..2b7fe9d4 100644
--- a/backend/ruoyi-modules/ruoyi-aihr/src/main/java/org/dromara/aihr/service/AihrPracticeSeedService.java
+++ b/backend/ruoyi-modules/ruoyi-aihr/src/main/java/org/dromara/aihr/service/AihrPracticeSeedService.java
@@ -1605,11 +1605,14 @@ public class AihrPracticeSeedService {
     public PromotionEvidenceResponse promotionEvidence(String extPartyId) {
         String party = isBlank(extPartyId) ? "" : extPartyId.trim();
         CompetencyResponse profile = competency(party);
+        EvidenceScoreSnapshot scores = evidenceScores(party);
         List<RecordResponse> latestRecords = mobileHistory(party, 5);
         List<PracticeAssignmentResponse> assignmentRows = assignments(party, 5);
         List<String> evidenceItems = new ArrayList<>();
         evidenceItems.add("累计完成 " + profile.completed() + " 次移动端AI陪练，训练时长约 " + profile.trainingMinutes() + " 分钟");
-        evidenceItems.add("AI测评分 " + profile.assessmentScore() + "，训练画像参考等级 " + profile.aiLevel() + "（需人工复核）");
+        evidenceItems.add("AI测评分 " + scores.aiScore() + "；人工校准分 "
+            + (scores.humanScore() == null ? "未采集" : scores.humanScore())
+            + "；最终采用分 " + scores.finalScore() + "；训练画像参考等级 " + profile.aiLevel() + "（需人工复核）");
         evidenceItems.add("训练贡献度 " + profile.contribution() + "，待主管复盘 " + profile.pendingReview() + " 条");
         if (!latestRecords.isEmpty()) {
             RecordResponse latest = latestRecords.get(0);
@@ -1626,10 +1629,40 @@ public class AihrPracticeSeedService {
             profile.dimensions(),
             latestRecords,
             assignmentRows,
-            evidenceItems
+            evidenceItems,
+            scores.humanScore(),
+            scores.finalScore(),
+            scores.calibrationCount()
         );
     }
 
+    private EvidenceScoreSnapshot evidenceScores(String extPartyId) {
+        ensureCalibrationTable();
+        String party = isBlank(extPartyId) ? "" : extPartyId.trim();
+        List<EvidenceScoreSnapshot> rows = jdbcTemplate.query("""
+            WITH latest_calibration AS (
+              SELECT tenant_id, session_id, corrected_score,
+                     ROW_NUMBER() OVER (PARTITION BY tenant_id, session_id ORDER BY id DESC) AS row_num
+              FROM aihr_practice_calibration
+              WHERE tenant_id = ?
+            )
+            SELECT COALESCE(ROUND(AVG(s.total_score)), 0) AS ai_score,
+                   CASE WHEN COUNT(lc.corrected_score) = 0 THEN NULL ELSE ROUND(AVG(lc.corrected_score)) END AS human_score,
+                   COALESCE(ROUND(AVG(COALESCE(lc.corrected_score, s.total_score))), 0) AS final_score,
+                   COUNT(lc.corrected_score) AS calibration_count
+            FROM aihr_practice_session s
+            LEFT JOIN latest_calibration lc
+              ON lc.tenant_id = s.tenant_id AND lc.session_id = s.session_id AND lc.row_num = 1
+            WHERE s.tenant_id = ? AND s.mode = 'mobile' AND (? = '' OR s.ext_party_id = ?)
+            """, (rs, rowNum) -> new EvidenceScoreSnapshot(
+            rs.getInt("ai_score"),
+            rs.getObject("human_score") == null ? null : rs.getInt("human_score"),
+            rs.getInt("final_score"),
+            rs.getInt("calibration_count")
+        ), tenantId(), tenantId(), party, party);
+        return rows.isEmpty() ? new EvidenceScoreSnapshot(0, null, 0, 0) : rows.get(0);
+    }
+
     private String aiLevel(int completed, int score) {
         if (completed <= 0) {
             return "未评级";
@@ -3814,6 +3847,9 @@ public class AihrPracticeSeedService {
     private record CompetencySnapshot(Integer completed, Integer score, Integer pendingReview, Integer compliance, Integer communication, Integer emotion, Integer marketing, Integer incentivePoints) {
     }
 
+    private record EvidenceScoreSnapshot(Integer aiScore, Integer humanScore, Integer finalScore, Integer calibrationCount) {
+    }
+
     private record SessionAnnotationSource(String scenarioId, String dialogueJson, String annotationsJson) {
     }
 
diff --git a/backend/ruoyi-modules/ruoyi-aihr/src/test/java/org/dromara/aihr/service/AihrPracticeSeedServiceTest.java b/backend/ruoyi-modules/ruoyi-aihr/src/test/java/org/dromara/aihr/service/AihrPracticeSeedServiceTest.java
index f1174de2..3b61bba1 100644
--- a/backend/ruoyi-modules/ruoyi-aihr/src/test/java/org/dromara/aihr/service/AihrPracticeSeedServiceTest.java
+++ b/backend/ruoyi-modules/ruoyi-aihr/src/test/java/org/dromara/aihr/service/AihrPracticeSeedServiceTest.java
@@ -608,6 +608,19 @@ public class AihrPracticeSeedServiceTest {
         assertTrue(profile.growthPath().stream().allMatch(item -> Integer.valueOf(0).equals(item.progress())));
     }
 
+    @Test
+    public void promotionEvidenceIncludesHumanCalibrationAndFinalScore() throws Exception {
+        String source = Files.readString(Path.of("src/main/java/org/dromara/aihr/service/AihrPracticeSeedService.java"));
+        int methodStart = source.indexOf("public PromotionEvidenceResponse promotionEvidence");
+        int methodEnd = source.indexOf("private EvidenceScoreSnapshot evidenceScores", methodStart);
+        assertTrue(methodStart >= 0 && methodEnd > methodStart);
+        String method = source.substring(methodStart, methodEnd);
+        assertTrue(method.contains("scores.humanScore()"));
+        assertTrue(method.contains("scores.finalScore()"));
+        assertTrue(source.contains("ROW_NUMBER() OVER (PARTITION BY tenant_id, session_id ORDER BY id DESC)"));
+        assertTrue(source.contains("COALESCE(lc.corrected_score, s.total_score)"));
+    }
+
     @Test
     public void competencyGrowthProgressStopsAtWeakRequirement() {
         JdbcTemplate jdbcTemplate = mock(JdbcTemplate.class);
diff --git a/docs/BRD_IMPLEMENTATION_AUDIT.md b/docs/BRD_IMPLEMENTATION_AUDIT.md
index 1d8f1832..1d92e352 100644
--- a/docs/BRD_IMPLEMENTATION_AUDIT.md
+++ b/docs/BRD_IMPLEMENTATION_AUDIT.md
@@ -260,3 +260,4 @@
 - 2026-07-14 BRD G3 空身份路径复核：员工任务列表省略 `extPartyId` 时此前会进入空身份查询，普通系统用户可能看到当前租户任务集合；现与个人历史/画像共用同一身份归一化，APP 用户按登录手机号、HR/超级管理员按授权范围读取，普通系统用户直接拒绝；补回归断言，未改变数据库或生产数据。
 - 2026-07-14 BRD 发布证据复核：当前 HEAD 的管理端、`mobile-uni` H5 和 `ruoyi-admin` jar 均已重新构建通过；只读线上根站与 `/h5/` 均返回 `200`，线上仍加载管理端 `index-CJZ3Ax3Z.js`、H5 `index-D4-NrEpb.js`，本地当前产物已刷新为管理端 `index-Cin-vnjm.js`、H5 `index-Byx3WtY1.js`。`RELEASE_VERIFY_REMOTE_MATCH=true` 的发布预检在产物新鲜度通过后，因两份用户未提交 Figma 文档停止；本轮未修改、暂存或提交这两份文档，也未执行生产同步、后端重启或业务数据写入。
 - 2026-07-14 BRD 4.3.4 内容现状核对：本地开发租户当前启用生活顾问场景 `12` 条，但服务推介/增值场景 `0` 条、日常服务场景 `0` 条；已入库案例 `2` 条，知识附件处理数 `0` 条。严格预检继续把两类核心流程和正式内容数量作为事实门禁；本轮不自拟业务话术或伪造知识/案例数据，待内容负责人提供正式 SOP、成功条件和脱敏素材后再入库验收。
+- 2026-07-14 BRD G1/4.5 证据包评分边界修复：成长/晋升证据包此前只展示 AI 测评分，人工校准结果仅存在于试点 CSV；现复用 `aihr_practice_calibration` 最新记录，向管理端和员工端同时返回人工校准分、最终采用分和校准样本数，并在导出证据包中保留三项字段。未校准时明确显示“待采集”，不把 AI 分伪装成人工结论；AI 仍仅作训练参考，不直接生成绩效或晋升结论。
diff --git a/frontend/src/api/aihr/mobile-admin.ts b/frontend/src/api/aihr/mobile-admin.ts
index fad5c7ce..cc18cf9f 100644
--- a/frontend/src/api/aihr/mobile-admin.ts
+++ b/frontend/src/api/aihr/mobile-admin.ts
@@ -95,6 +95,9 @@ export type PromotionEvidence = {
   latestRecords: ReviewRecord[];
   assignments: PracticeAssignment[];
   evidenceItems: string[];
+  humanAssessmentScore?: number | null;
+  finalAdoptedScore?: number | null;
+  calibrationCount?: number;
 };
 
 export type OrgSyncRequest = {
diff --git a/frontend/src/views/competency/growth.vue b/frontend/src/views/competency/growth.vue
index 0c8d3166..91984b94 100644
--- a/frontend/src/views/competency/growth.vue
+++ b/frontend/src/views/competency/growth.vue
@@ -92,6 +92,11 @@
         <ul class="evidence-list">
           <li v-for="item in evidence?.evidenceItems || []" :key="item">{{ item }}</li>
         </ul>
+        <div class="evidence-score-row">
+          <span>人工校准分：{{ evidence?.humanAssessmentScore ?? '待采集' }}</span>
+          <span>最终采用分：{{ evidence?.finalAdoptedScore ?? evidence?.assessmentScore ?? '-' }}</span>
+          <span>校准样本：{{ evidence?.calibrationCount ?? 0 }}</span>
+        </div>
       </article>
 
       <article class="panel">
@@ -275,6 +280,9 @@ const exportEvidenceCsv = () => {
   appendCsvRow(rows, 'summary', 'ext_party_id', party);
   appendCsvRow(rows, 'summary', 'current_level', evidence.value.currentLevel);
   appendCsvRow(rows, 'summary', 'assessment_score', evidence.value.assessmentScore);
+  appendCsvRow(rows, 'summary', 'human_assessment_score', evidence.value.humanAssessmentScore ?? '待采集');
+  appendCsvRow(rows, 'summary', 'final_adopted_score', evidence.value.finalAdoptedScore ?? evidence.value.assessmentScore);
+  appendCsvRow(rows, 'summary', 'calibration_count', evidence.value.calibrationCount ?? 0);
   appendCsvRow(rows, 'summary', 'training_minutes', evidence.value.trainingMinutes);
   appendCsvRow(rows, 'summary', 'contribution', evidence.value.contribution);
   appendCsvRow(rows, 'summary', 'completed', evidence.value.completed);
@@ -447,6 +455,15 @@ onMounted(() => {
   }
 }
 
+.evidence-score-row {
+  display: flex;
+  flex-wrap: wrap;
+  gap: 8px 18px;
+  margin-top: 14px;
+  color: #667085;
+  font-size: 13px;
+}
+
 .alert-item {
   border-radius: 8px;
   padding: 12px;
diff --git a/mobile-uni/src/pages/user/profile/index.vue b/mobile-uni/src/pages/user/profile/index.vue
index e8ac6925..2e4b3dfe 100644
--- a/mobile-uni/src/pages/user/profile/index.vue
+++ b/mobile-uni/src/pages/user/profile/index.vue
@@ -101,7 +101,15 @@
         </view>
         <view class="evidence-metric">
           <text>{{ evidence.assessmentScore }}</text>
-          <text>测评分</text>
+          <text>AI测评分</text>
+        </view>
+        <view class="evidence-metric">
+          <text>{{ evidence.humanAssessmentScore ?? '待采集' }}</text>
+          <text>人工校准分</text>
+        </view>
+        <view class="evidence-metric">
+          <text>{{ evidence.finalAdoptedScore ?? evidence.assessmentScore }}</text>
+          <text>最终采用分</text>
         </view>
         <view class="evidence-metric">
           <text>{{ evidence.trainingMinutes }}</text>
diff --git a/mobile-uni/src/types/api.ts b/mobile-uni/src/types/api.ts
index ea9e4eb9..b7747fca 100644
--- a/mobile-uni/src/types/api.ts
+++ b/mobile-uni/src/types/api.ts
@@ -509,4 +509,7 @@ export interface PromotionEvidence {
   latestRecords: PracticeRecord[];
   assignments: PracticeAssignment[];
   evidenceItems: string[];
+  humanAssessmentScore?: number | null;
+  finalAdoptedScore?: number | null;
+  calibrationCount?: number;
 }