覆盖与约束审计
“无偏”不是结论；这里公开的是当前可观测候选池及选择结果。
三平台采集健康
| 平台 | 数据源 | 开关 | 状态 | 本次条目 | 错误 |
|---|---|---|---|---|---|
| toutiao | 今日头条热榜 | 启用 | 正常 | 30 | |
| toutiao | 今日头条公开主页（请替换 token 并启用） | 停用 | 尚未采集 | 0 | |
| xiaohongshu | 小红书公开主页（请替换用户 ID 并启用） | 停用 | 尚未采集 | 0 | |
| xiaohongshu | 小红书公开专辑（请替换专辑 ID 并启用） | 停用 | 尚未采集 | 0 | |
| xiaohongshu | 小红书公开内容手工导入 | 启用 | 尚未采集 | 0 | |
| zhihu | 知乎热榜 | 启用 | 正常 | 20 | |
| zhihu | 知乎公开主页（请替换用户名并启用） | 停用 | 尚未采集 | 0 |
本期机器可读审计
{
"candidate_count": 1386,
"candidate_platform_distribution": {
"toutiao": 877,
"zhihu": 509
},
"candidate_topic_distribution": {
"culture": 17,
"daily_life": 1,
"economy": 40,
"education": 28,
"entertainment": 22,
"food": 8,
"games": 16,
"health": 18,
"public_affairs": 17,
"relationships": 19,
"science": 11,
"sports": 58,
"technology": 34,
"travel": 9,
"unknown": 1065,
"work": 23
},
"constraints": {
"candidate_pool_target": 110,
"edition_size": 60,
"maximum_hotlist_items": 60,
"maximum_per_event": 3,
"maximum_per_platform": 40,
"maximum_per_source": 40,
"minimum_exploration_items": 6,
"minimum_per_available_platform": 20,
"minimum_per_available_topic": 1
},
"exact_duplicate_count": 1,
"exact_duplicate_group_count": 1,
"exploration_count": 7,
"external_analysis_applied_to_selection": false,
"hotlist_count": 60,
"missing_required_platform_data": [
"xiaohongshu"
],
"rejection_reasons": {
"hotlist_cap": 1326
},
"selected_acquisition_distribution": {
"hotlist": 60
},
"selected_count": 60,
"selected_platform_distribution": {
"toutiao": 30,
"zhihu": 30
},
"selected_source_distribution": {
"toutiao-hot-trendradar": 30,
"zhihu-hot-trendradar": 30
},
"selected_topic_distribution": {
"culture": 4,
"daily_life": 1,
"economy": 4,
"education": 4,
"entertainment": 4,
"food": 3,
"games": 4,
"health": 4,
"public_affairs": 4,
"relationships": 4,
"science": 3,
"sports": 4,
"technology": 4,
"travel": 3,
"unknown": 7,
"work": 3
},
"shortfalls": [
"以下必选平台没有可观测候选：xiaohongshu"
],
"source_hhi": 0.5,
"unique_candidate_events": 1315,
"unique_candidate_sources": 2,
"unique_selected_events": 60,
"unique_selected_sources": 2,
"unknown_topic_count": 7
}
外部辅助分析
以下记录仅是待审核建议，不参与本期选择和排序。
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固定样本评估
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