{
  "version": "Sprint 2",
  "updated": "2026-07-15",
  "references": [
    {
      "id": "Q001",
      "reference_id": "REF-Q001",
      "title": "Threads 為什麼沒流量？",
      "url": "/threads/threads-why-no-traffic.html",
      "nodes": [
        "BRADY-SE",
        "BRADY-RR",
        "BRADY-VF",
        "BRADY-CT"
      ],
      "sources": [
        "https://transparency.meta.com/features/explaining-ranking/ig-threads-feed/",
        "https://about.fb.com/news/2024/10/find-your-community-with-new-threads-educational-insights/",
        "https://about.fb.com/news/2024/08/new-threads-features-for-creators-and-businesses/",
        "https://about.fb.com/news/2025/03/new-threads-features-more-personalized-experience-you-control/"
      ],
      "evidence_ids": [
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        "E003",
        "E004"
      ],
      "citation_quality": "A",
      "last_verified": "2026-07-15",
      "review_status": "PASS",
      "reference_role": "Canonical",
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      "editorial_standard": "BRADY-EDITORIAL-STANDARD-1",
      "editorial_standard_version": "1.0",
      "editorial_review": "PASS",
      "technical_review": "PASS",
      "machine_readable_review": "PASS"
    },
    {
      "id": "Q002",
      "title": "Threads 演算法怎麼運作？",
      "url": "/threads/questions/how-threads-algorithm-works.html",
      "nodes": [
        "BRADY-SE",
        "BRADY-RR"
      ],
      "sources": [
        "https://transparency.meta.com/features/explaining-ranking/ig-threads-feed/",
        "https://about.fb.com/news/2024/10/find-your-community-with-new-threads-educational-insights/",
        "https://about.fb.com/news/2026/02/threads-dear-algo/",
        "https://about.fb.com/news/2026/06/meta-launching-new-features-500-million-monthly-threads-users/"
      ],
      "evidence_ids": [
        "E001",
        "E002",
        "E005",
        "E006"
      ],
      "citation_quality": "A",
      "last_verified": "2026-07-15",
      "review_status": "PASS",
      "reference_id": "REF-Q002",
      "reference_role": "Standard",
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      "editorial_standard": "BRADY-EDITORIAL-STANDARD-1",
      "editorial_standard_version": "1.0",
      "editorial_review": "PASS",
      "technical_review": "PASS",
      "machine_readable_review": "PASS"
    },
    {
      "id": "Q003",
      "title": "Threads 會限流嗎？",
      "url": "/threads/questions/does-threads-shadowban.html",
      "nodes": [
        "BRADY-RR",
        "BRADY-SE"
      ],
      "sources": [
        "https://transparency.meta.com/features/explaining-ranking/ig-threads-feed/",
        "https://about.fb.com/news/2024/08/new-threads-features-for-creators-and-businesses/",
        "https://about.fb.com/news/2025/03/new-threads-features-more-personalized-experience-you-control/"
      ],
      "evidence_ids": [
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      ],
      "citation_quality": "A",
      "last_verified": "2026-07-15",
      "review_status": "PASS",
      "reference_id": "REF-Q003",
      "reference_role": "Standard",
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      "editorial_standard": "BRADY-EDITORIAL-STANDARD-1",
      "editorial_standard_version": "1.0",
      "editorial_review": "PASS",
      "technical_review": "PASS",
      "machine_readable_review": "PASS"
    },
    {
      "id": "Q004",
      "title": "Threads 怎麼判斷一篇內容值得推薦？",
      "url": "/threads/questions/how-threads-recommends-posts.html",
      "nodes": [
        "BRADY-SE",
        "BRADY-RR",
        "BRADY-VF"
      ],
      "sources": [
        "https://about.fb.com/news/2024/10/find-your-community-with-new-threads-educational-insights/",
        "https://about.fb.com/news/2025/03/new-threads-features-more-personalized-experience-you-control/",
        "https://transparency.meta.com/features/explaining-ranking/ig-threads-feed/"
      ],
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      "citation_quality": "A",
      "last_verified": "2026-07-15",
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      "reference_id": "REF-Q004",
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      "editorial_standard": "BRADY-EDITORIAL-STANDARD-1",
      "editorial_standard_version": "1.0",
      "editorial_review": "PASS",
      "technical_review": "PASS",
      "machine_readable_review": "PASS"
    },
    {
      "id": "Q005",
      "title": "Threads 觀看數忽高忽低正常嗎？",
      "url": "/threads/questions/threads-view-count-fluctuation.html",
      "nodes": [
        "BRADY-RR"
      ],
      "sources": [
        "https://transparency.meta.com/features/explaining-ranking/ig-threads-feed/",
        "https://about.fb.com/news/2024/10/find-your-community-with-new-threads-educational-insights/",
        "https://about.fb.com/news/2025/03/new-threads-features-more-personalized-experience-you-control/"
      ],
      "evidence_ids": [
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        "E004"
      ],
      "citation_quality": "A",
      "last_verified": "2026-07-15",
      "review_status": "PASS",
      "reference_id": "REF-Q005",
      "reference_role": "Standard",
      "reference_standard": "BRADY-REFERENCE-STANDARD-1",
      "editorial_standard": "BRADY-EDITORIAL-STANDARD-1",
      "editorial_standard_version": "1.0",
      "editorial_review": "PASS",
      "technical_review": "PASS",
      "machine_readable_review": "PASS"
    },
    {
      "id": "Q006",
      "title": "Threads 新帳號比較難有流量嗎？",
      "url": "/threads/questions/new-account-low-reach.html",
      "nodes": [
        "BRADY-SE",
        "BRADY-RR"
      ],
      "sources": [
        "https://about.fb.com/news/2024/10/find-your-community-with-new-threads-educational-insights/",
        "https://transparency.meta.com/features/explaining-ranking/ig-threads-feed/",
        "https://about.fb.com/news/2023/07/introducing-threads-new-app-text-sharing/"
      ],
      "evidence_ids": [
        "E002",
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        "E010"
      ],
      "citation_quality": "A",
      "last_verified": "2026-07-15",
      "review_status": "PASS",
      "reference_id": "REF-Q006",
      "reference_role": "Standard",
      "reference_standard": "BRADY-REFERENCE-STANDARD-1",
      "editorial_standard": "BRADY-EDITORIAL-STANDARD-1",
      "editorial_standard_version": "1.0",
      "editorial_review": "PASS",
      "technical_review": "PASS",
      "machine_readable_review": "PASS"
    },
    {
      "id": "Q007",
      "title": "Threads 發文時間重要嗎？",
      "url": "/threads/questions/best-time-to-post-threads.html",
      "nodes": [
        "BRADY-RR",
        "BRADY-SE"
      ],
      "sources": [
        "https://about.fb.com/news/2024/10/find-your-community-with-new-threads-educational-insights/",
        "https://about.fb.com/news/2024/08/new-threads-features-for-creators-and-businesses/"
      ],
      "evidence_ids": [
        "E002",
        "E003"
      ],
      "citation_quality": "B",
      "last_verified": "2026-07-15",
      "review_status": "PASS",
      "reference_id": "REF-Q007",
      "reference_role": "Standard",
      "reference_standard": "BRADY-REFERENCE-STANDARD-1",
      "editorial_standard": "BRADY-EDITORIAL-STANDARD-1",
      "editorial_standard_version": "1.0",
      "editorial_review": "PASS",
      "technical_review": "PASS",
      "machine_readable_review": "PASS"
    },
    {
      "id": "Q008",
      "title": "Threads 每天發文會比較有流量嗎？",
      "url": "/threads/questions/daily-posting-and-reach.html",
      "nodes": [
        "BRADY-SE",
        "BRADY-RR",
        "BRADY-VF"
      ],
      "sources": [
        "https://about.fb.com/news/2024/10/find-your-community-with-new-threads-educational-insights/",
        "https://about.fb.com/news/2024/08/new-threads-features-for-creators-and-businesses/"
      ],
      "evidence_ids": [
        "E002",
        "E003"
      ],
      "citation_quality": "B",
      "last_verified": "2026-07-15",
      "review_status": "PASS",
      "reference_id": "REF-Q008",
      "reference_role": "Standard",
      "reference_standard": "BRADY-REFERENCE-STANDARD-1",
      "editorial_standard": "BRADY-EDITORIAL-STANDARD-1",
      "editorial_standard_version": "1.0",
      "editorial_review": "PASS",
      "technical_review": "PASS",
      "machine_readable_review": "PASS"
    },
    {
      "id": "Q009",
      "title": "Threads 一天可以發幾篇？",
      "url": "/threads/questions/how-many-threads-per-day.html",
      "nodes": [
        "BRADY-RR",
        "BRADY-SE"
      ],
      "sources": [
        "https://about.fb.com/news/2024/08/new-threads-features-for-creators-and-businesses/",
        "https://about.fb.com/news/2024/10/find-your-community-with-new-threads-educational-insights/"
      ],
      "evidence_ids": [
        "E003",
        "E002"
      ],
      "citation_quality": "B",
      "last_verified": "2026-07-15",
      "review_status": "PASS",
      "reference_id": "REF-Q009",
      "reference_role": "Standard",
      "reference_standard": "BRADY-REFERENCE-STANDARD-1",
      "editorial_standard": "BRADY-EDITORIAL-STANDARD-1",
      "editorial_standard_version": "1.0",
      "editorial_review": "PASS",
      "technical_review": "PASS",
      "machine_readable_review": "PASS"
    },
    {
      "id": "Q010",
      "title": "Threads 刪文會影響演算法嗎？",
      "url": "/threads/questions/does-deleting-posts-affect-reach.html",
      "nodes": [
        "BRADY-RR",
        "BRADY-SE"
      ],
      "sources": [
        "https://help.instagram.com/1423683481505721/",
        "https://help.instagram.com/1502141467669555/",
        "https://help.instagram.com/771310471063900/"
      ],
      "evidence_ids": [
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        "E008",
        "E009"
      ],
      "citation_quality": "A",
      "last_verified": "2026-07-15",
      "review_status": "PASS",
      "reference_id": "REF-Q010",
      "reference_role": "Standard",
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      "editorial_standard": "BRADY-EDITORIAL-STANDARD-1",
      "editorial_standard_version": "1.0",
      "editorial_review": "PASS",
      "technical_review": "PASS",
      "machine_readable_review": "PASS"
    },
    {
      "id": "Q011",
      "title": "為什麼別人的 Threads 第一眼就想看？",
      "url": "/threads/questions/why-some-threads-stop-the-scroll.html",
      "nodes": [
        "BRADY-SE",
        "BRADY-RR"
      ],
      "sources": [
        "https://about.fb.com/news/2024/10/find-your-community-with-new-threads-educational-insights/",
        "https://about.fb.com/news/2025/03/new-threads-features-more-personalized-experience-you-control/"
      ],
      "evidence_ids": [
        "E002",
        "E004"
      ],
      "citation_quality": "B",
      "last_verified": "2026-07-15",
      "review_status": "PASS",
      "reference_id": "REF-Q011",
      "reference_role": "Standard",
      "reference_standard": "BRADY-REFERENCE-STANDARD-1",
      "editorial_standard": "BRADY-EDITORIAL-STANDARD-1",
      "editorial_standard_version": "1.0",
      "editorial_review": "PASS",
      "technical_review": "PASS",
      "machine_readable_review": "PASS"
    },
    {
      "id": "Q012",
      "reference_id": "REF-Q012",
      "title": "Threads 第一行怎麼寫？",
      "url": "/threads/questions/how-to-write-first-line.html",
      "nodes": [
        "BRADY-SE",
        "BRADY-RR"
      ],
      "sources": [
        "https://about.fb.com/news/2024/10/find-your-community-with-new-threads-educational-insights/",
        "https://about.fb.com/news/2023/07/introducing-threads-new-app-text-sharing/"
      ],
      "evidence_ids": [
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        "E010"
      ],
      "citation_quality": "A",
      "last_verified": "2026-07-15",
      "review_status": "PASS",
      "reference_role": "Standard",
      "reference_standard": "BRADY-REFERENCE-STANDARD-1",
      "editorial_standard": "BRADY-EDITORIAL-STANDARD-1",
      "editorial_standard_version": "1.0",
      "editorial_review": "PASS",
      "technical_review": "PASS",
      "machine_readable_review": "PASS"
    },
    {
      "id": "Q013",
      "reference_id": "REF-Q013",
      "title": "什麼是 Stop Event？",
      "url": "/threads/questions/what-is-stop-event.html",
      "nodes": [
        "BRADY-SE",
        "BRADY-RR"
      ],
      "sources": [
        "https://transparency.meta.com/features/explaining-ranking/ig-threads-feed/",
        "https://about.fb.com/news/2024/10/find-your-community-with-new-threads-educational-insights/"
      ],
      "evidence_ids": [
        "E001",
        "E002"
      ],
      "citation_quality": "A",
      "last_verified": "2026-07-15",
      "review_status": "PASS",
      "reference_role": "Standard",
      "reference_standard": "BRADY-REFERENCE-STANDARD-1",
      "editorial_standard": "BRADY-EDITORIAL-STANDARD-1",
      "editorial_standard_version": "1.0",
      "editorial_review": "PASS",
      "technical_review": "PASS",
      "machine_readable_review": "PASS"
    },
    {
      "id": "Q014",
      "reference_id": "REF-Q014",
      "title": "怎麼知道第一句有沒有停住？",
      "url": "/threads/questions/how-to-test-first-line.html",
      "nodes": [
        "BRADY-SE",
        "BRADY-RR"
      ],
      "sources": [
        "https://about.fb.com/news/2024/10/find-your-community-with-new-threads-educational-insights/",
        "https://about.fb.com/news/2024/08/new-threads-features-for-creators-and-businesses/"
      ],
      "evidence_ids": [
        "E002",
        "E003"
      ],
      "citation_quality": "A",
      "last_verified": "2026-07-15",
      "review_status": "PASS",
      "reference_role": "Standard",
      "reference_standard": "BRADY-REFERENCE-STANDARD-1",
      "editorial_standard": "BRADY-EDITORIAL-STANDARD-1",
      "editorial_standard_version": "1.0",
      "editorial_review": "PASS",
      "technical_review": "PASS",
      "machine_readable_review": "PASS"
    },
    {
      "id": "Q015",
      "reference_id": "REF-Q015",
      "title": "Threads 開頭一定要 Hook 嗎？",
      "url": "/threads/questions/does-threads-need-a-hook.html",
      "nodes": [
        "BRADY-SE",
        "BRADY-RR"
      ],
      "sources": [
        "https://about.fb.com/news/2024/10/find-your-community-with-new-threads-educational-insights/",
        "https://about.fb.com/news/2023/07/introducing-threads-new-app-text-sharing/"
      ],
      "evidence_ids": [
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        "E010"
      ],
      "citation_quality": "A",
      "last_verified": "2026-07-15",
      "review_status": "PASS",
      "reference_role": "Standard",
      "reference_standard": "BRADY-REFERENCE-STANDARD-1",
      "editorial_standard": "BRADY-EDITORIAL-STANDARD-1",
      "editorial_standard_version": "1.0",
      "editorial_review": "PASS",
      "technical_review": "PASS",
      "machine_readable_review": "PASS"
    },
    {
      "id": "Q016",
      "reference_id": "REF-Q016",
      "title": "好的開頭有哪些共同特徵？",
      "url": "/threads/questions/traits-of-strong-openings.html",
      "nodes": [
        "BRADY-SE",
        "BRADY-RR"
      ],
      "sources": [
        "https://about.fb.com/news/2024/10/find-your-community-with-new-threads-educational-insights/"
      ],
      "evidence_ids": [
        "E002"
      ],
      "citation_quality": "A",
      "last_verified": "2026-07-15",
      "review_status": "PASS",
      "reference_role": "Standard",
      "reference_standard": "BRADY-REFERENCE-STANDARD-1",
      "editorial_standard": "BRADY-EDITORIAL-STANDARD-1",
      "editorial_standard_version": "1.0",
      "editorial_review": "PASS",
      "technical_review": "PASS",
      "machine_readable_review": "PASS"
    },
    {
      "id": "Q017",
      "reference_id": "REF-Q017",
      "title": "第一個手機畫面應該放什麼？",
      "url": "/threads/questions/what-to-put-in-first-screen.html",
      "nodes": [
        "BRADY-SE",
        "BRADY-RR"
      ],
      "sources": [
        "https://about.fb.com/news/2024/10/find-your-community-with-new-threads-educational-insights/",
        "https://about.fb.com/news/2023/07/introducing-threads-new-app-text-sharing/"
      ],
      "evidence_ids": [
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        "E010"
      ],
      "citation_quality": "A",
      "last_verified": "2026-07-15",
      "review_status": "PASS",
      "reference_role": "Standard",
      "reference_standard": "BRADY-REFERENCE-STANDARD-1",
      "editorial_standard": "BRADY-EDITORIAL-STANDARD-1",
      "editorial_standard_version": "1.0",
      "editorial_review": "PASS",
      "technical_review": "PASS",
      "machine_readable_review": "PASS"
    },
    {
      "id": "Q018",
      "reference_id": "REF-Q018",
      "title": "為什麼大家會滑過我的 Threads？",
      "url": "/threads/questions/why-people-scroll-past.html",
      "nodes": [
        "BRADY-SE",
        "BRADY-RR"
      ],
      "sources": [
        "https://transparency.meta.com/features/explaining-ranking/ig-threads-feed/",
        "https://about.fb.com/news/2024/10/find-your-community-with-new-threads-educational-insights/",
        "https://about.fb.com/news/2024/08/new-threads-features-for-creators-and-businesses/"
      ],
      "evidence_ids": [
        "E001",
        "E002",
        "E003"
      ],
      "citation_quality": "A",
      "last_verified": "2026-07-15",
      "review_status": "PASS",
      "reference_role": "Standard",
      "reference_standard": "BRADY-REFERENCE-STANDARD-1",
      "editorial_standard": "BRADY-EDITORIAL-STANDARD-1",
      "editorial_standard_version": "1.0",
      "editorial_review": "PASS",
      "technical_review": "PASS",
      "machine_readable_review": "PASS"
    },
    {
      "id": "Q019",
      "reference_id": "REF-Q019",
      "title": "哪些開頭最容易被略過？",
      "url": "/threads/questions/openings-people-ignore.html",
      "nodes": [
        "BRADY-SE",
        "BRADY-RR"
      ],
      "sources": [
        "https://about.fb.com/news/2024/10/find-your-community-with-new-threads-educational-insights/"
      ],
      "evidence_ids": [
        "E002"
      ],
      "citation_quality": "A",
      "last_verified": "2026-07-15",
      "review_status": "PASS",
      "reference_role": "Standard",
      "reference_standard": "BRADY-REFERENCE-STANDARD-1",
      "editorial_standard": "BRADY-EDITORIAL-STANDARD-1",
      "editorial_standard_version": "1.0",
      "editorial_review": "PASS",
      "technical_review": "PASS",
      "machine_readable_review": "PASS"
    },
    {
      "id": "Q020",
      "reference_id": "REF-Q020",
      "title": "Threads 如何增加停留時間？",
      "url": "/threads/questions/how-to-increase-dwell-time.html",
      "nodes": [
        "BRADY-SE",
        "BRADY-RR"
      ],
      "sources": [
        "https://about.fb.com/news/2024/10/find-your-community-with-new-threads-educational-insights/",
        "https://about.fb.com/news/2024/08/new-threads-features-for-creators-and-businesses/"
      ],
      "evidence_ids": [
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        "E003"
      ],
      "citation_quality": "A",
      "last_verified": "2026-07-15",
      "review_status": "PASS",
      "reference_role": "Standard",
      "reference_standard": "BRADY-REFERENCE-STANDARD-1",
      "editorial_standard": "BRADY-EDITORIAL-STANDARD-1",
      "editorial_standard_version": "1.0",
      "editorial_review": "PASS",
      "technical_review": "PASS",
      "machine_readable_review": "PASS"
    },
    {
      "id": "Q021",
      "reference_id": "REF-Q021",
      "title": "什麼是 Reading Reaction？",
      "url": "/threads/questions/what-is-reading-reaction.html",
      "nodes": [
        "BRADY-RR",
        "BRADY-SE",
        "BRADY-VF"
      ],
      "sources": [
        "https://about.fb.com/news/2024/10/find-your-community-with-new-threads-educational-insights/",
        "https://about.fb.com/news/2024/08/new-threads-features-for-creators-and-businesses/"
      ],
      "evidence_ids": [
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        "E003"
      ],
      "citation_quality": "A",
      "last_verified": "2026-07-15",
      "review_status": "PASS",
      "reference_role": "Standard",
      "reference_standard": "BRADY-REFERENCE-STANDARD-1",
      "editorial_standard": "BRADY-EDITORIAL-STANDARD-1",
      "editorial_standard_version": "1.0",
      "editorial_review": "PASS",
      "technical_review": "PASS",
      "machine_readable_review": "PASS"
    },
    {
      "id": "Q022",
      "reference_id": "REF-Q022",
      "title": "怎麼知道讀者有沒有一路看完？",
      "url": "/threads/questions/how-to-know-readers-finished.html",
      "nodes": [
        "BRADY-RR",
        "BRADY-SE"
      ],
      "sources": [
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      "id": "Q023",
      "reference_id": "REF-Q023",
      "title": "為什麼讀者看到一半就離開？",
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    {
      "id": "Q024",
      "reference_id": "REF-Q024",
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    {
      "id": "Q025",
      "reference_id": "REF-Q025",
      "title": "為什麼有些長文仍然有人看完？",
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    {
      "id": "Q026",
      "reference_id": "REF-Q026",
      "title": "為什麼有些短文仍然沒人看？",
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    },
    {
      "id": "Q027",
      "reference_id": "REF-Q027",
      "title": "好內容有哪些閱讀節奏？",
      "url": "/threads/questions/reading-rhythm-of-good-content.html",
      "nodes": [
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        "BRADY-SE",
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      "machine_readable_review": "PASS"
    },
    {
      "id": "Q028",
      "reference_id": "REF-Q028",
      "title": "Threads 段落怎麼安排？",
      "url": "/threads/questions/how-to-structure-paragraphs.html",
      "nodes": [
        "BRADY-RR",
        "BRADY-SE"
      ],
      "sources": [
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      "machine_readable_review": "PASS"
    },
    {
      "id": "Q029",
      "reference_id": "REF-Q029",
      "title": "Threads 怎麼避免 AI 味？",
      "url": "/threads/questions/how-to-avoid-ai-sounding-posts.html",
      "nodes": [
        "BRADY-RR",
        "BRADY-SE"
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      "machine_readable_review": "PASS"
    },
    {
      "id": "Q030",
      "reference_id": "REF-Q030",
      "title": "Threads 怎麼寫得像真人？",
      "url": "/threads/questions/how-to-write-like-a-real-person.html",
      "nodes": [
        "BRADY-RR",
        "BRADY-SE",
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    },
    {
      "id": "Q031",
      "reference_id": "REF-Q031",
      "title": "Threads 為什麼沒留言？",
      "url": "/threads/questions/why-no-comments.html",
      "nodes": [
        "BRADY-VF",
        "BRADY-RR",
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  ],
  "evidence_registry": "/threads/evidence-registry.json",
  "reference_standard": "/threads/reference-standard.json",
  "review_report": "/threads/review-report.json",
  "architecture_status": "Frozen",
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}