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    "id": "https://zenleak.cn/#organization",
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    "editorialName": "ZenLeak 编辑部",
    "contact": "geo@allintwo.cloud"
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    "rankingDisclaimer": "Inclusion in this evidence layer does not guarantee search ranking, indexing, citation, recommendation, or adoption by an AI system."
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    "id": "ai-citation-accuracy",
    "title": "AI 引用了你的网站，就算 GEO 成功吗？引用准确性的核查方法",
    "url": "https://zenleak.cn/experiments/ai-citation-accuracy/",
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    "datePublished": "2026-09-20",
    "dateModified": "2026-09-21",
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    "evidenceReviewedAt": "2026-09-20",
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        "id": "ai-citation-accuracy-claim-1",
        "text": "引用是否支持关联声明，与答案中的声明是否获得充分引用支持，是两个需要分开审核的维度。",
        "url": "https://zenleak.cn/evidence/#ai-citation-accuracy-claim-1",
        "articleUrl": "https://zenleak.cn/experiments/ai-citation-accuracy/#ai-citation-accuracy-claim-1",
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            "tutorialId": "ai-citation-accuracy",
            "claimText": "引用是否支持关联声明，与答案中的声明是否获得充分引用支持，是两个需要分开审核的维度。",
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            "sourceTitle": "Evaluating Verifiability in Generative Search Engines",
            "locator": "Abstract，verifiability 的定义",
            "excerpt": "systems should cite comprehensively (high citation recall; all statements are fully supported by citations) and accurately (high citation precision; every cite supports its associated statement).",
            "checkedAt": "2026-09-20",
            "limits": "摘录支持区分完整性与准确性。2023 年研究结果不能代表 2026 年平台表现；本站六种人工状态和教学计算不是论文官方指标实现。"
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        "id": "ai-citation-accuracy-claim-2",
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        "url": "https://zenleak.cn/evidence/#ai-citation-accuracy-claim-2",
        "articleUrl": "https://zenleak.cn/experiments/ai-citation-accuracy/#ai-citation-accuracy-claim-2",
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            "relation": "context",
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            "sourceTitle": "Enabling Large Language Models to Generate Text with Citations (ALCE)",
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            "excerpt": "We develop automatic metrics along three dimensions—fluency, correctness, and citation quality—and demonstrate their strong correlation with human judgements.",
            "checkedAt": "2026-09-20",
            "limits": "论文支持区分三个评价维度；独立事实核查是本站人工审核建议。本摘录不证明任何当前产品的准确率或本站优化效果。"
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        "id": "ai-citation-accuracy-claim-3",
        "text": "本站以最小可核查声明和关联来源集合为审核单位，分别记录充分支持、部分支持、相互矛盾、不相关、无法核查和历史版本待核。",
        "url": "https://zenleak.cn/evidence/#ai-citation-accuracy-claim-3",
        "articleUrl": "https://zenleak.cn/experiments/ai-citation-accuracy/#ai-citation-accuracy-claim-3",
        "evidence": []
      },
      {
        "id": "ai-citation-accuracy-claim-4",
        "text": "统计应同时公开可判定覆盖率、支持比例与未知数量；教学示例不能进入真实平台实验结果，单次变化不能证明优化效果。",
        "url": "https://zenleak.cn/evidence/#ai-citation-accuracy-claim-4",
        "articleUrl": "https://zenleak.cn/experiments/ai-citation-accuracy/#ai-citation-accuracy-claim-4",
        "evidence": []
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        "url": "https://arxiv.org/abs/2304.09848",
        "publisher": "Liu et al. · arXiv"
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        "label": "Enabling Large Language Models to Generate Text with Citations (ALCE)",
        "url": "https://aclanthology.org/2023.emnlp-main.398/",
        "publisher": "Gao et al. · EMNLP 2023"
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        "id": "ai-citation-test",
        "title": "AI 引用测试怎么做：建立 GEO 实验记录",
        "url": "https://zenleak.cn/experiments/ai-citation-test/"
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        "title": "可引用答案块：把结论、条件、证据与边界写在一起",
        "url": "https://zenleak.cn/content/citation-ready-blocks/"
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      {
        "id": "evidence-and-sources",
        "title": "GEO 证据怎么组织：来源、引用与可信度",
        "url": "https://zenleak.cn/content/evidence-and-sources/"
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        "id": "indexing-vs-ai-citation",
        "title": "百度已经收录，为什么 AI 仍然不引用？从抓取、索引到答案引用的完整链路",
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        "url": "https://zenleak.cn/practice/geo-measurement-framework/"
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        "id": "content-refresh-strategy",
        "title": "内容更新策略：用衰减信号、复核触发器与版本记录维护教程",
        "url": "https://zenleak.cn/content/content-refresh-strategy/"
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