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          "type": "official_download",
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          "notes": "Official target retrieved; body/metadata checked for identity and publication date. PDF creation timestamps and cited-reference IDs are not publication evidence."
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        {
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        {
          "action": "official_download",
          "url": "https://research.google/pubs/whats-on-my-network-using-large-language-models-to-identify-real-world-iot-devices-at-scale/",
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        {
          "action": "frozen_register_exact_normalized_title_match",
          "path": "docs/research-audits/oct07-review-closure/paper-register.json",
          "result": false
        },
        {
          "action": "official_or_arxiv_identity_search",
          "query": "Google title + IoT device identification + arxiv",
          "result": "只找到 Google 及二级材料，未确认原稿日期"
        }
      ],
      "frozen_register_match": false,
      "exception_type": "date_or_identity_unresolved",
      "reopen_when": "获得主来源的原稿身份和准确首发日；若在 2026-10-01 至 10-07 则补全文、开源与评测审查，不能直接计为通过。",
      "inherited_review_artifact": "research-audits/oct12-review-closure/google-source-review.json",
      "inherited_not_new_fulltext_review": true,
      "current_listing_date": null,
      "inheritance_basis": "Exact URL plus whitespace/encoding-normalized title; current listing date independently checked. Missing first-publication evidence remains an exception, not asserted unchanged.",
      "organization": "Google",
      "blocking": false
    },
    {
      "title": "AIRS: Scaling Live Inference in Resource Constrained Environments",
      "url": "https://research.google/pubs/airs-scaling-live-inference-in-resource-constrained-environments/",
      "status": "archived",
      "arxiv_ids": [],
      "dates": [],
      "sha256": "1f917aa80684801bf07cfc58c25c9a620758b338763017fadd82c7e8f8073c13",
      "index": 48,
      "review_status": "explicit_exception",
      "track": "foundation-model",
      "reason": "Google搜索autorater TPU资源调度/服务基础设施相关；不能把内部服务规模视作搜广推线上效果证据。已核官方入口和本地标题匹配，但首次日期/可识别原文仍未充分确认；透明排除本次通过计数，保留复查。",
      "scope_triage_completed": true,
      "potential_in_scope": true,
      "identity_evidence": [
        {
          "url": "https://research.google/pubs/airs-scaling-live-inference-in-resource-constrained-environments/",
          "location": "official publication title and detail"
        }
      ],
      "date_evidence": [],
      "first_publication_date": null,
      "attempts": [
        {
          "type": "official_detail",
          "url": "https://research.google/pubs/airs-scaling-live-inference-in-resource-constrained-environments/",
          "result": "cached detail title and available abstract read; scope triaged"
        },
        {
          "type": "repository_title_match",
          "sources": [
            "docs/research-manifest.json",
            "docs/research-audits/oct07-review-closure/paper-register.json"
          ],
          "result": "no exact normalized-title match",
          "matches": []
        },
        {
          "type": "official_download",
          "url": "https://openreview.net/forum?id=g1RWik4Gy1",
          "result": "retrieved",
          "notes": "Official target retrieved; body/metadata checked for identity and publication date. PDF creation timestamps and cited-reference IDs are not publication evidence."
        },
        {
          "type": "web_search",
          "query": "AIRS: Scaling Live Inference in Resource Constrained Environments publication arxiv",
          "result": "no exact first-publication date established"
        }
      ],
      "counts_as_accepted": false,
      "fulltext_review_completed": false,
      "implementation_status": "not_implemented_by_this_review",
      "exception_type": "date_or_identity_unresolved",
      "reopen_when": "官方补齐精确公开日期/可访问全文或arXiv身份后重新核验并正文审查。",
      "inherited_review_artifact": "research-audits/oct12-review-closure/google-source-review.json",
      "inherited_not_new_fulltext_review": true,
      "current_listing_date": null,
      "inheritance_basis": "Exact URL plus whitespace/encoding-normalized title; current listing date independently checked. Missing first-publication evidence remains an exception, not asserted unchanged.",
      "organization": "Google",
      "blocking": false
    },
    {
      "title": "Impact of User Tonalities on Coding AI Model Performance and Behavior",
      "url": "https://research.google/pubs/impact-of-user-tonalities-on-coding-ai-model-performance-and-behavior/",
      "status": "archived",
      "arxiv_ids": [],
      "dates": [],
      "sha256": "868c62ead21b68435f91565df411b425e57db565416319b1fbb3a417a0c924d3",
      "review_status": "explicit_exception",
      "reason": "研究用户语气对编码 LLM 正确性的影响，相关于 Agent 诊断评测；出版方下载被挑战页阻挡，准确日期仍未确认。",
      "track": "agent",
      "potential_in_scope": true,
      "scope_triage_completed": true,
      "fulltext_review_completed": false,
      "counts_as_accepted": false,
      "identity_evidence": {
        "official_url": "https://research.google/pubs/impact-of-user-tonalities-on-coding-ai-model-performance-and-behavior/",
        "download_urls": [
          "https://link.springer.com/content/pdf/10.1007/s44163-026-01863-3_reference.pdf"
        ],
        "match_basis": "official title and abstract scope only"
      },
      "date_evidence": [],
      "attempts": [
        {
          "action": "official_detail_scope_read",
          "url": "https://research.google/pubs/impact-of-user-tonalities-on-coding-ai-model-performance-and-behavior/",
          "result": "cached official abstract read; no abstract retained in output"
        },
        {
          "action": "official_download",
          "url": "https://link.springer.com/content/pdf/10.1007/s44163-026-01863-3_reference.pdf",
          "result": "challenge page, not paper full text",
          "fulltext_verified": false
        },
        {
          "action": "manifest_and_frozen_title_match",
          "result": 0
        },
        {
          "action": "frozen_register_exact_normalized_title_match",
          "path": "docs/research-audits/oct07-review-closure/paper-register.json",
          "result": false
        },
        {
          "action": "official_or_arxiv_identity_search",
          "query": "Google title + Springer s44163-026-01863-3",
          "result": "出版链接存在，但下载内容为验证页"
        }
      ],
      "frozen_register_match": false,
      "exception_type": "date_or_identity_unresolved",
      "reopen_when": "获得主来源的原稿身份和准确首发日；若在 2026-10-01 至 10-07 则补全文、开源与评测审查，不能直接计为通过。",
      "inherited_review_artifact": "research-audits/oct12-review-closure/google-source-review.json",
      "inherited_not_new_fulltext_review": true,
      "current_listing_date": null,
      "inheritance_basis": "Exact URL plus whitespace/encoding-normalized title; current listing date independently checked. Missing first-publication evidence remains an exception, not asserted unchanged.",
      "organization": "Google",
      "blocking": false
    },
    {
      "title": "FabScore: Fine-Grained Evaluation of Fabrications in Automated AI Research",
      "url": "https://research.google/pubs/fabscore-fine-grained-evaluation-of-fabrications-in-automated-ai-research/",
      "status": "archived",
      "arxiv_ids": [],
      "dates": [],
      "sha256": "18c2e57954598dd936aff6d0ed5d9e13805da9e8a310e7f28f83bd60eb89d040",
      "index": 50,
      "scope_triage_completed": true,
      "date_evidence": [],
      "identity_evidence": [
        {
          "url": "https://research.google/pubs/fabscore-fine-grained-evaluation-of-fabrications-in-automated-ai-research/",
          "location": "官方题名、作者及 Abstract",
          "detail": "读取缓存官方详情进行题名与方法定界"
        }
      ],
      "attempts": [
        {
          "kind": "official_detail",
          "url": "https://research.google/pubs/fabscore-fine-grained-evaluation-of-fabrications-in-automated-ai-research/",
          "result": "cached_official_detail_read"
        },
        {
          "kind": "local_title_match",
          "sources": [
            "docs/research-manifest.json",
            "本次审查本地缓存：*review*.json"
          ],
          "result": []
        },
        {
          "kind": "frozen_register_and_worktree_manifest_match",
          "sources": [
            "docs/research-manifest.json",
            "docs/research-audits/oct07-review-closure/paper-register.json"
          ],
          "result": []
        },
        {
          "kind": "official_download",
          "url": "https://research.google/pubs/fabscore-fine-grained-evaluation-of-fabrications-in-automated-ai-research/",
          "result": "no_download_link_in_cached_detail"
        },
        {
          "kind": "primary_web_identity_search",
          "query": "FabScore: Fine-Grained Evaluation of Fabrications in Automated AI Research",
          "result": "官方/arXiv/出版方交叉核对；未采用第三方爬取时间为首次日期"
        },
        {
          "kind": "openreview_forum",
          "url": "https://openreview.net/forum?id=6gYWcYQcWM",
          "result": "browser_verification_challenge"
        },
        {
          "kind": "openreview_pdf",
          "url": "https://openreview.net/attachment?id=6gYWcYQcWM&name=pdf",
          "result": "browser_verification_challenge"
        },
        {
          "kind": "icml_poster",
          "url": "https://icml.cc/virtual/2026/73595",
          "result": "internal_error"
        }
      ],
      "counts_as_accepted": false,
      "fulltext_review_completed": false,
      "potential_in_scope": true,
      "review_status": "explicit_exception",
      "exception_type": "date_or_identity_unresolved",
      "track": "agent",
      "reason": "FabScore 通过结果抽取、静态分析、执行和判决审计科研 Agent；OpenReview 论坛/PDF 验证挑战及 ICML 页面错误导致日期未核实。",
      "reopen_when": "获得出版方首发日期或可核对的 arXiv 身份/官方公开版本；随后判断窗口归属并补全文，不视为已审通过",
      "inherited_review_artifact": "research-audits/oct12-review-closure/google-source-review.json",
      "inherited_not_new_fulltext_review": true,
      "current_listing_date": null,
      "inheritance_basis": "Exact URL plus whitespace/encoding-normalized title; current listing date independently checked. Missing first-publication evidence remains an exception, not asserted unchanged.",
      "organization": "Google",
      "blocking": false
    },
    {
      "title": "Mining Naturally Romanized Seed Corpora without Romanizations",
      "url": "https://research.google/pubs/mining-informally-romanized-seed-corpora-without-romanizations/",
      "status": "archived",
      "arxiv_ids": [],
      "dates": [],
      "sha256": "90ce464d8dbb5abd5ad6ba9b1d3f8e832aac8341390ac77072d222a789b4c551",
      "index": 56,
      "review_status": "explicit_exception",
      "track": "foundation-model",
      "reason": "跨语言自然罗马化语料挖掘，适合基础模型数据管线历史候选。已核官方入口和本地标题匹配，但首次日期/可识别原文仍未充分确认；透明排除本次通过计数，保留复查。",
      "scope_triage_completed": true,
      "potential_in_scope": true,
      "identity_evidence": [
        {
          "url": "https://research.google/pubs/mining-informally-romanized-seed-corpora-without-romanizations/",
          "location": "official publication title and detail"
        }
      ],
      "date_evidence": [],
      "first_publication_date": null,
      "attempts": [
        {
          "type": "official_detail",
          "url": "https://research.google/pubs/mining-informally-romanized-seed-corpora-without-romanizations/",
          "result": "cached detail title and available abstract read; scope triaged"
        },
        {
          "type": "repository_title_match",
          "sources": [
            "docs/research-manifest.json",
            "docs/research-audits/oct07-review-closure/paper-register.json"
          ],
          "result": "no exact normalized-title match",
          "matches": []
        },
        {
          "type": "official_download",
          "url": "http://www.lrec-conf.org/proceedings/lrec2026/pdf/2026.lrec2026-1.234.pdf",
          "result": "retrieved",
          "notes": "Official target retrieved; body/metadata checked for identity and publication date. PDF creation timestamps and cited-reference IDs are not publication evidence."
        },
        {
          "type": "web_search",
          "query": "Mining Naturally Romanized Seed Corpora without Romanizations publication arxiv",
          "result": "no exact first-publication date established"
        }
      ],
      "counts_as_accepted": false,
      "fulltext_review_completed": false,
      "implementation_status": "not_implemented_by_this_review",
      "exception_type": "date_or_identity_unresolved",
      "reopen_when": "官方补齐精确公开日期/可访问全文或arXiv身份后重新核验并正文审查。",
      "inherited_review_artifact": "research-audits/oct12-review-closure/google-source-review.json",
      "inherited_not_new_fulltext_review": true,
      "current_listing_date": null,
      "inheritance_basis": "Exact URL plus whitespace/encoding-normalized title; current listing date independently checked. Missing first-publication evidence remains an exception, not asserted unchanged.",
      "organization": "Google",
      "blocking": false
    },
    {
      "title": "Scalable Detection of Adversarial Synthetic Slop and Coordinated Media Abuse: A LoRA-Enabled Multimodal Defense System",
      "url": "https://research.google/pubs/scalable-detection-of-adversarial-synthetic-slop-and-coordinated-media-abuse-a-lora-enabled-multimodal-defense-system-2/",
      "status": "archived",
      "arxiv_ids": [],
      "dates": [],
      "sha256": "ddf72cfc02b0d861a6fdd50af0cc842deaab322675f73771d497922fb381c5a4",
      "index": 57,
      "scope_triage_completed": true,
      "date_evidence": [],
      "identity_evidence": [
        {
          "url": "https://research.google/pubs/scalable-detection-of-adversarial-synthetic-slop-and-coordinated-media-abuse-a-lora-enabled-multimodal-defense-system-2/",
          "location": "官方题名、作者及 Abstract",
          "detail": "读取缓存官方详情进行题名与方法定界"
        },
        {
          "url": "https://storage.googleapis.com/gweb-research2023-media/pubtools/1039291.pdf",
          "location": "p.1 标题作者；p.3 §V；p.4 Table I",
          "detail": "身份明确但首发日期未解；运营改善不自动等同随机 A/B或获授权全流量证据"
        }
      ],
      "attempts": [
        {
          "kind": "official_detail",
          "url": "https://research.google/pubs/scalable-detection-of-adversarial-synthetic-slop-and-coordinated-media-abuse-a-lora-enabled-multimodal-defense-system-2/",
          "result": "cached_official_detail_read"
        },
        {
          "kind": "local_title_match",
          "sources": [
            "docs/research-manifest.json",
            "本次审查本地缓存：*review*.json"
          ],
          "result": []
        },
        {
          "kind": "frozen_register_and_worktree_manifest_match",
          "sources": [
            "docs/research-manifest.json",
            "docs/research-audits/oct07-review-closure/paper-register.json"
          ],
          "result": []
        },
        {
          "kind": "official_download",
          "url": "https://research.google/pubs/scalable-detection-of-adversarial-synthetic-slop-and-coordinated-media-abuse-a-lora-enabled-multimodal-defense-system-2/",
          "result": "no_download_link_in_cached_detail"
        },
        {
          "kind": "primary_web_identity_search",
          "query": "Scalable Detection of Adversarial Synthetic Slop and Coordinated Media Abuse: A LoRA-Enabled Multimodal Defense System",
          "result": "官方/arXiv/出版方交叉核对；未采用第三方爬取时间为首次日期"
        },
        {
          "kind": "official_pdf_fallback",
          "url": "https://storage.googleapis.com/gweb-research2023-media/pubtools/1039291.pdf",
          "result": "4 页全文已读，无出版日期；§III–IV 架构、§V运营结果、Table I分类指标"
        }
      ],
      "counts_as_accepted": false,
      "fulltext_review_completed": true,
      "potential_in_scope": true,
      "review_status": "explicit_exception",
      "exception_type": "date_or_identity_unresolved",
      "track": "industrial",
      "reason": "S-CTS 以账户关系聚类和 LoRA/APO 多模态语义判别防协调内容滥用；已读官方四页正文，§V 为 live-stream/六个月基线运营评估而非随机 A/B，首发日期未知且线上门槛未判通过。",
      "reopen_when": "获得出版方首发日期或可核对的 arXiv 身份/官方公开版本；随后判断窗口归属并补全文，不视为已审通过",
      "inherited_review_artifact": "research-audits/oct12-review-closure/google-source-review.json",
      "inherited_not_new_fulltext_review": true,
      "current_listing_date": null,
      "inheritance_basis": "Exact URL plus whitespace/encoding-normalized title; current listing date independently checked. Missing first-publication evidence remains an exception, not asserted unchanged.",
      "organization": "Google",
      "blocking": false
    },
    {
      "title": "Scalable Detection of Adversarial Synthetic Slop and Coordinated Media Abuse: A LoRA-Enabled Multimodal Defense System",
      "url": "https://research.google/pubs/scalable-detection-of-adversarial-synthetic-slop-and-coordinated-media-abuse-a-lora-enabled-multimodal-defense-system-3/",
      "status": "archived",
      "arxiv_ids": [],
      "dates": [],
      "sha256": "776505128e93c09d6dad64ce212e39d7864f4a7e1b5c302b6e76c349f0a28f48",
      "review_status": "explicit_exception",
      "reason": "以合成簇、LoRA 与自动提示优化检测文本垃圾内容，相关于审核风控；找到官方原稿但首发日期未能确认，线上门槛不以摘要替代。",
      "track": "recommendation",
      "potential_in_scope": true,
      "scope_triage_completed": true,
      "fulltext_review_completed": false,
      "counts_as_accepted": false,
      "identity_evidence": {
        "official_url": "https://research.google/pubs/scalable-detection-of-adversarial-synthetic-slop-and-coordinated-media-abuse-a-lora-enabled-multimodal-defense-system-3/",
        "download_urls": [],
        "match_basis": "official title and abstract scope only",
        "additional_official_pdf": "https://storage.googleapis.com/gweb-research2023-media/pubtools/1039291.pdf"
      },
      "date_evidence": [],
      "attempts": [
        {
          "action": "official_detail_scope_read",
          "url": "https://research.google/pubs/scalable-detection-of-adversarial-synthetic-slop-and-coordinated-media-abuse-a-lora-enabled-multimodal-defense-system-3/",
          "result": "cached official abstract read; no abstract retained in output"
        },
        {
          "action": "official_download",
          "url": "https://research.google/pubs/scalable-detection-of-adversarial-synthetic-slop-and-coordinated-media-abuse-a-lora-enabled-multimodal-defense-system-3/",
          "result": "no_download_link"
        },
        {
          "action": "manifest_and_frozen_title_match",
          "result": 0
        },
        {
          "action": "frozen_register_exact_normalized_title_match",
          "path": "docs/research-audits/oct07-review-closure/paper-register.json",
          "result": false
        },
        {
          "action": "official_or_arxiv_identity_search",
          "query": "Google S-CTS spam synthetic clusters title",
          "result": "找到官方 PDF 1039291；没有可信首发日期"
        }
      ],
      "frozen_register_match": false,
      "exception_type": "date_or_identity_unresolved",
      "reopen_when": "获得主来源的原稿身份和准确首发日；若在 2026-10-01 至 10-07 则补全文、开源与评测审查，不能直接计为通过。",
      "industrial_online_evidence_gate": "not_decided; full-text production/quantified online evidence remains required; abstract absence is not rejection",
      "inherited_review_artifact": "research-audits/oct12-review-closure/google-source-review.json",
      "inherited_not_new_fulltext_review": true,
      "current_listing_date": null,
      "inheritance_basis": "Exact URL plus whitespace/encoding-normalized title; current listing date independently checked. Missing first-publication evidence remains an exception, not asserted unchanged.",
      "organization": "Google",
      "blocking": false
    },
    {
      "title": "Scalable Detection of Adversarial Synthetic Slop and Coordinated Media Abuse: A LoRA-Enabled Multimodal Defense System",
      "url": "https://research.google/pubs/scalable-detection-of-adversarial-synthetic-slop-and-coordinated-media-abuse-a-lora-enabled-multimodal-defense-system-4/",
      "status": "archived",
      "arxiv_ids": [],
      "dates": [],
      "sha256": "ccba7137499b816e76ac5549857ee9b15e5494ca5444658f977b8ac21763f1f8",
      "index": 61,
      "review_status": "explicit_exception",
      "track": "industrial",
      "reason": "LoRA/APO+账户关联的合成媒体审核系统；正文与首次日期待核，不凭摘要运营统计通过工业门槛。已核官方入口和本地标题匹配，但首次日期/可识别原文仍未充分确认；透明排除本次通过计数，保留复查。",
      "scope_triage_completed": true,
      "potential_in_scope": true,
      "identity_evidence": [
        {
          "url": "https://research.google/pubs/scalable-detection-of-adversarial-synthetic-slop-and-coordinated-media-abuse-a-lora-enabled-multimodal-defense-system-4/",
          "location": "official publication title and detail"
        }
      ],
      "date_evidence": [],
      "first_publication_date": null,
      "attempts": [
        {
          "type": "official_detail",
          "url": "https://research.google/pubs/scalable-detection-of-adversarial-synthetic-slop-and-coordinated-media-abuse-a-lora-enabled-multimodal-defense-system-4/",
          "result": "cached detail title and available abstract read; scope triaged"
        },
        {
          "type": "repository_title_match",
          "sources": [
            "docs/research-manifest.json",
            "docs/research-audits/oct07-review-closure/paper-register.json"
          ],
          "result": "no exact normalized-title match",
          "matches": []
        },
        {
          "type": "download_link_check",
          "url": "https://research.google/pubs/scalable-detection-of-adversarial-synthetic-slop-and-coordinated-media-abuse-a-lora-enabled-multimodal-defense-system-4/",
          "result": "no Download anchor on cached official detail"
        },
        {
          "type": "web_search",
          "query": "Scalable Detection of Adversarial Synthetic Slop and Coordinated Media Abuse: A LoRA-Enabled Multimodal Defense System publication arxiv",
          "result": "no exact first-publication date established"
        },
        {
          "type": "official_pdf_search",
          "url": "https://storage.googleapis.com/gweb-research2023-media/pubtools/1039291.pdf",
          "result": "Official PDF identified and method excerpt inspected; exact public-release date not established"
        }
      ],
      "counts_as_accepted": false,
      "fulltext_review_completed": false,
      "implementation_status": "not_implemented_by_this_review",
      "exception_type": "date_or_identity_unresolved",
      "reopen_when": "官方补齐精确公开日期/可访问全文或arXiv身份后重新核验并正文审查。",
      "industrial_online_gate": "not_passed_in_this_identity_review; fulltext quantified online AB or user-approved full-traffic evidence required",
      "inherited_review_artifact": "research-audits/oct12-review-closure/google-source-review.json",
      "inherited_not_new_fulltext_review": true,
      "current_listing_date": null,
      "inheritance_basis": "Exact URL plus whitespace/encoding-normalized title; current listing date independently checked. Missing first-publication evidence remains an exception, not asserted unchanged.",
      "organization": "Google",
      "blocking": false
    },
    {
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      "review_status": "explicit_exception",
      "track": "industrial",
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      "scope_triage_completed": true,
      "potential_in_scope": true,
      "identity_evidence": [
        {
          "url": "https://research.google/pubs/meridian-geox-an-open-source-framework-for-precision-and-efficiency-in-geo-experiments/",
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        },
        {
          "url": "https://storage.googleapis.com/gweb-research2023-media/pubtools/1043733.pdf",
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        }
      ],
      "date_evidence": [
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          "url": "https://storage.googleapis.com/gweb-research2023-media/pubtools/1043733.pdf",
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          "meaning": "confirmed dated version; does not assert no earlier release"
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      ],
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      "attempts": [
        {
          "type": "official_detail",
          "url": "https://research.google/pubs/meridian-geox-an-open-source-framework-for-precision-and-efficiency-in-geo-experiments/",
          "result": "cached detail title and available abstract read; scope triaged"
        },
        {
          "type": "repository_title_match",
          "sources": [
            "docs/research-manifest.json",
            "docs/research-audits/oct07-review-closure/paper-register.json"
          ],
          "result": "no exact normalized-title match",
          "matches": []
        },
        {
          "type": "official_download",
          "url": "https://storage.googleapis.com/gweb-research2023-media/pubtools/1043733.pdf",
          "result": "retrieved",
          "notes": "Official target retrieved; body/metadata checked for identity and publication date. PDF creation timestamps and cited-reference IDs are not publication evidence."
        },
        {
          "type": "web_search",
          "query": "Meridian GeoX: An Open-Source Framework for Precision and Efficiency in Geo Experiments publication arxiv",
          "result": "primary-source identity/date found"
        },
        {
          "type": "primary_identity_date",
          "url": "https://storage.googleapis.com/gweb-research2023-media/pubtools/1043733.pdf",
          "result": "Manuscript first-page date, not proven earliest public release"
        }
      ],
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      "fulltext_review_completed": false,
      "implementation_status": "not_implemented_by_this_review",
      "exception_type": "date_or_identity_unresolved",
      "reopen_when": "官方补齐精确公开日期/可访问全文或arXiv身份后重新核验并正文审查。",
      "industrial_online_gate": "not_passed_in_this_identity_review; fulltext quantified online AB or user-approved full-traffic evidence required",
      "inherited_review_artifact": "research-audits/oct12-review-closure/google-source-review.json",
      "inherited_not_new_fulltext_review": true,
      "current_listing_date": null,
      "inheritance_basis": "Exact URL plus whitespace/encoding-normalized title; current listing date independently checked. Missing first-publication evidence remains an exception, not asserted unchanged.",
      "organization": "Google",
      "blocking": false
    },
    {
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      "review_status": "explicit_exception",
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      "track": "agent/rsi",
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      "fulltext_review_completed": false,
      "counts_as_accepted": false,
      "identity_evidence": {
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        "match_basis": "official title and abstract scope only"
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        {
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          "url": "https://research.google/pubs/lessons-learned-from-building-an-agent-to-convert-the-r-forecast-package-into-a-jax-api/",
          "result": "cached official abstract read; no abstract retained in output"
        },
        {
          "action": "official_download",
          "url": "https://research.google/pubs/lessons-learned-from-building-an-agent-to-convert-the-r-forecast-package-into-a-jax-api/",
          "result": "no_download_link"
        },
        {
          "action": "manifest_and_frozen_title_match",
          "result": 0
        },
        {
          "action": "frozen_register_exact_normalized_title_match",
          "path": "docs/research-audits/oct07-review-closure/paper-register.json",
          "result": false
        },
        {
          "action": "official_or_arxiv_identity_search",
          "query": "Forecast R JAX Google agent skills migration",
          "result": "官方条目之外未定位带首发日期的原稿"
        }
      ],
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      "exception_type": "date_or_identity_unresolved",
      "reopen_when": "获得主来源的原稿身份和准确首发日；若在 2026-10-01 至 10-07 则补全文、开源与评测审查，不能直接计为通过。",
      "inherited_review_artifact": "research-audits/oct12-review-closure/google-source-review.json",
      "inherited_not_new_fulltext_review": true,
      "current_listing_date": null,
      "inheritance_basis": "Exact URL plus whitespace/encoding-normalized title; current listing date independently checked. Missing first-publication evidence remains an exception, not asserted unchanged.",
      "organization": "Google",
      "blocking": false
    },
    {
      "title": "Conversational diagnostic artificial intelligence in ambulatory primary care: a prospective feasibility study",
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      "track": "agent",
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      "scope_triage_completed": true,
      "fulltext_review_completed": false,
      "counts_as_accepted": false,
      "identity_evidence": {
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        "match_basis": "official title and abstract scope only"
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      "attempts": [
        {
          "action": "official_detail_scope_read",
          "url": "https://research.google/pubs/a-prospective-clinical-feasibility-study-of-a-conversational-diagnostic-ai-in-an-ambulatory-primary-care-clinic/",
          "result": "cached official abstract read; no abstract retained in output"
        },
        {
          "action": "official_download",
          "url": "https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(26)01535-7/fulltext",
          "result": "unavailable",
          "error": "HTTP Error 403: Forbidden"
        },
        {
          "action": "manifest_and_frozen_title_match",
          "result": 0
        },
        {
          "action": "frozen_register_exact_normalized_title_match",
          "path": "docs/research-audits/oct07-review-closure/paper-register.json",
          "result": false
        },
        {
          "action": "official_or_arxiv_identity_search",
          "query": "AMIE prospective study DOI 10.1016/S0140-6736(26)01535-7",
          "result": "次级索引提示 2026-10-08；Lancet/PubMed 主入口不可读，Europe PMC 精确 ID 查询无记录"
        }
      ],
      "frozen_register_match": false,
      "exception_type": "date_or_identity_unresolved",
      "reopen_when": "获得主来源的原稿身份和准确首发日；若在 2026-10-01 至 10-07 则补全文、开源与评测审查，不能直接计为通过。",
      "unverified_date_hint": {
        "date": "2026-10-08",
        "source": "https://www.oslr.ai/preview/43748.42849491",
        "authority": "secondary only; not accepted as primary first-publication date"
      },
      "validation_boundary": "临床对话、患者资料及部署系统的公开可复现边界尚未审定；不扩大本轮至 10-08。",
      "inherited_review_artifact": "research-audits/oct12-review-closure/google-source-review.json",
      "inherited_not_new_fulltext_review": true,
      "current_listing_date": null,
      "inheritance_basis": "Exact URL plus whitespace/encoding-normalized title; current listing date independently checked. Missing first-publication evidence remains an exception, not asserted unchanged.",
      "organization": "Google",
      "blocking": false
    },
    {
      "title": "A Declarative Multi-Agent Framework for Reducing On-Call Operational Burden",
      "url": "https://research.google/pubs/a-declarative-multi-agent-framework-for-reducing-on-call-operational-burden/",
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      "sha256": "c94f3c0430e0381e42501c0c1ba13dc0fdc553bd2370cfe0dd784b82a528da80",
      "review_status": "explicit_exception",
      "reason": "声明式多 Agent 约束生产值班诊断并调用可观测工具；官方 PDF 可读但缺首发日，生产耗时改善不等于公开可复现能力验证。",
      "track": "agent",
      "potential_in_scope": true,
      "scope_triage_completed": true,
      "fulltext_review_completed": false,
      "counts_as_accepted": false,
      "identity_evidence": {
        "official_url": "https://research.google/pubs/a-declarative-multi-agent-framework-for-reducing-on-call-operational-burden/",
        "download_urls": [
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        ],
        "match_basis": "official title and abstract scope only"
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      "date_evidence": [],
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        {
          "action": "official_detail_scope_read",
          "url": "https://research.google/pubs/a-declarative-multi-agent-framework-for-reducing-on-call-operational-burden/",
          "result": "cached official abstract read; no abstract retained in output"
        },
        {
          "action": "official_download",
          "url": "https://storage.googleapis.com/gweb-research2023-media/pubtools/1046157.pdf",
          "result": "readable_pdf"
        },
        {
          "action": "manifest_and_frozen_title_match",
          "result": 0
        },
        {
          "action": "frozen_register_exact_normalized_title_match",
          "path": "docs/research-audits/oct07-review-closure/paper-register.json",
          "result": false
        },
        {
          "action": "official_or_arxiv_identity_search",
          "query": "declarative multi agent on call Google arxiv",
          "result": "官方 PDF 无日期，检索未定位 arXiv 原稿"
        }
      ],
      "frozen_register_match": false,
      "exception_type": "date_or_identity_unresolved",
      "reopen_when": "获得主来源的原稿身份和准确首发日；若在 2026-10-01 至 10-07 则补全文、开源与评测审查，不能直接计为通过。",
      "inherited_review_artifact": "research-audits/oct12-review-closure/google-source-review.json",
      "inherited_not_new_fulltext_review": true,
      "current_listing_date": null,
      "inheritance_basis": "Exact URL plus whitespace/encoding-normalized title; current listing date independently checked. Missing first-publication evidence remains an exception, not asserted unchanged.",
      "organization": "Google",
      "blocking": false
    },
    {
      "title": "QBAT: Model-based Query Budget Autotuner for Clustering-based Approximate Nearest Neighbor Search",
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      "sha256": "bc8f2c28e4876ca37797d23e63975b1e9cfa9c73b1ccc51d1f5e36fedde9c54d",
      "review_status": "explicit_exception",
      "reason": "QBAT 用查询特征预测 ANN 搜索预算，并比较 GBDT 与 AlphaEvolve 公式，相关于召回和 RSI；身份和 DOI 已确认，准确首发日尚未定位。",
      "track": "recommendation/rsi",
      "potential_in_scope": true,
      "scope_triage_completed": true,
      "fulltext_review_completed": false,
      "counts_as_accepted": false,
      "identity_evidence": {
        "official_url": "https://research.google/pubs/qbat-model-based-query-budget-autotuner-for-clustering-based-approximate-nearest-neighbor-search/",
        "download_urls": [
          "https://www.vldb.org/pvldb/vol19/p3091-chockchowwat.pdf"
        ],
        "match_basis": "official title and abstract scope only",
        "doi": "10.14778/3836663.3836675"
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      "date_evidence": [],
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        {
          "action": "official_detail_scope_read",
          "url": "https://research.google/pubs/qbat-model-based-query-budget-autotuner-for-clustering-based-approximate-nearest-neighbor-search/",
          "result": "cached official abstract read; no abstract retained in output"
        },
        {
          "action": "official_download",
          "url": "https://www.vldb.org/pvldb/vol19/p3091-chockchowwat.pdf",
          "result": "readable_pdf"
        },
        {
          "action": "manifest_and_frozen_title_match",
          "result": 0
        },
        {
          "action": "frozen_register_exact_normalized_title_match",
          "path": "docs/research-audits/oct07-review-closure/paper-register.json",
          "result": false
        },
        {
          "action": "official_or_arxiv_identity_search",
          "query": "QBAT Chockchowwat vldb arxiv",
          "result": "确认 DOI 10.14778/3836663.3836675 与 VLDB 官方会议程序，未确认首发日"
        }
      ],
      "frozen_register_match": false,
      "exception_type": "date_or_identity_unresolved",
      "reopen_when": "获得主来源的原稿身份和准确首发日；若在 2026-10-01 至 10-07 则补全文、开源与评测审查，不能直接计为通过。",
      "industrial_online_evidence_gate": "not_decided; full-text production/quantified online evidence remains required; abstract absence is not rejection",
      "inherited_review_artifact": "research-audits/oct12-review-closure/google-source-review.json",
      "inherited_not_new_fulltext_review": true,
      "current_listing_date": null,
      "inheritance_basis": "Exact URL plus whitespace/encoding-normalized title; current listing date independently checked. Missing first-publication evidence remains an exception, not asserted unchanged.",
      "organization": "Google",
      "blocking": false
    },
    {
      "title": "Holistic Latent Diffusion Acceleration: Unifying Spatial, Temporal, and Architectural Efficiency",
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      "index": 74,
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      "track": "multimodal",
      "reason": "空间tokenizer、学生骨干及时间轨迹协同蒸馏，适合多模态生成效率候选。已核官方入口和本地标题匹配，但首次日期/可识别原文仍未充分确认；透明排除本次通过计数，保留复查。",
      "scope_triage_completed": true,
      "potential_in_scope": true,
      "identity_evidence": [
        {
          "url": "https://research.google/pubs/holistic-latent-diffusion-acceleration-unifying-spatial-temporal-and-architectural-efficiency/",
          "location": "official publication title and detail"
        }
      ],
      "date_evidence": [],
      "first_publication_date": null,
      "attempts": [
        {
          "type": "official_detail",
          "url": "https://research.google/pubs/holistic-latent-diffusion-acceleration-unifying-spatial-temporal-and-architectural-efficiency/",
          "result": "cached detail title and available abstract read; scope triaged"
        },
        {
          "type": "repository_title_match",
          "sources": [
            "docs/research-manifest.json",
            "docs/research-audits/oct07-review-closure/paper-register.json"
          ],
          "result": "no exact normalized-title match",
          "matches": []
        },
        {
          "type": "official_download",
          "url": "https://openreview.net/pdf?id=0tfUyAW8Vi",
          "result": "failed",
          "notes": "HTTP Error 403: Forbidden"
        },
        {
          "type": "web_search",
          "query": "Holistic Latent Diffusion Acceleration: Unifying Spatial, Temporal, and Architectural Efficiency publication arxiv",
          "result": "no exact first-publication date established"
        }
      ],
      "counts_as_accepted": false,
      "fulltext_review_completed": false,
      "implementation_status": "not_implemented_by_this_review",
      "exception_type": "date_or_identity_unresolved",
      "reopen_when": "官方补齐精确公开日期/可访问全文或arXiv身份后重新核验并正文审查。",
      "inherited_review_artifact": "research-audits/oct12-review-closure/google-source-review.json",
      "inherited_not_new_fulltext_review": true,
      "current_listing_date": null,
      "inheritance_basis": "Exact URL plus whitespace/encoding-normalized title; current listing date independently checked. Missing first-publication evidence remains an exception, not asserted unchanged.",
      "organization": "Google",
      "blocking": false
    },
    {
      "title": "Generative Manifold Distillation: Aligning Restoration Trajectories with Natural Image Prior",
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      "reason": "GMD 借冻结生成先验蒸馏无配对图像恢复，属于多模态；官方出版入口存在但未能读取准确首发日。",
      "track": "multimodal",
      "potential_in_scope": true,
      "scope_triage_completed": true,
      "fulltext_review_completed": false,
      "counts_as_accepted": false,
      "identity_evidence": {
        "official_url": "https://research.google/pubs/generative-manifold-distillation-aligning-restoration-trajectories-with-natural-image-prior/",
        "download_urls": [
          "https://www.springerprofessional.de/en/generative-manifold-distillation-aligning-restoration-trajectori/53700332"
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        "match_basis": "official title and abstract scope only"
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      "date_evidence": [],
      "attempts": [
        {
          "action": "official_detail_scope_read",
          "url": "https://research.google/pubs/generative-manifold-distillation-aligning-restoration-trajectories-with-natural-image-prior/",
          "result": "cached official abstract read; no abstract retained in output"
        },
        {
          "action": "official_download",
          "url": "https://www.springerprofessional.de/en/generative-manifold-distillation-aligning-restoration-trajectori/53700332",
          "result": "challenge page, not paper full text",
          "fulltext_verified": false
        },
        {
          "action": "manifest_and_frozen_title_match",
          "result": 0
        },
        {
          "action": "frozen_register_exact_normalized_title_match",
          "path": "docs/research-audits/oct07-review-closure/paper-register.json",
          "result": false
        },
        {
          "action": "official_or_arxiv_identity_search",
          "query": "Generating and Distilling with diffusion prior image restoration GMD",
          "result": "找到 ECCV/Springer 入口；挑战页且未定位原始日期"
        }
      ],
      "frozen_register_match": false,
      "exception_type": "date_or_identity_unresolved",
      "reopen_when": "获得主来源的原稿身份和准确首发日；若在 2026-10-01 至 10-07 则补全文、开源与评测审查，不能直接计为通过。",
      "inherited_review_artifact": "research-audits/oct12-review-closure/google-source-review.json",
      "inherited_not_new_fulltext_review": true,
      "current_listing_date": null,
      "inheritance_basis": "Exact URL plus whitespace/encoding-normalized title; current listing date independently checked. Missing first-publication evidence remains an exception, not asserted unchanged.",
      "organization": "Google",
      "blocking": false
    },
    {
      "title": "Cold Start Latency of Quantized Small Language Models on Serverless CPU Infrastructure",
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      "review_status": "explicit_exception",
      "track": "foundation-model",
      "reason": "量化小语言模型CPU冷启动/质量权衡基准，适合基础模型推理评测候选。已核官方入口和本地标题匹配，但首次日期/可识别原文仍未充分确认；透明排除本次通过计数，保留复查。",
      "scope_triage_completed": true,
      "potential_in_scope": true,
      "identity_evidence": [
        {
          "url": "https://research.google/pubs/cold-start-latency-of-quantized-small-language-models-on-serverless-cpu-infrastructure/",
          "location": "official publication title and detail"
        }
      ],
      "date_evidence": [],
      "first_publication_date": null,
      "attempts": [
        {
          "type": "official_detail",
          "url": "https://research.google/pubs/cold-start-latency-of-quantized-small-language-models-on-serverless-cpu-infrastructure/",
          "result": "cached detail title and available abstract read; scope triaged"
        },
        {
          "type": "repository_title_match",
          "sources": [
            "docs/research-manifest.json",
            "docs/research-audits/oct07-review-closure/paper-register.json"
          ],
          "result": "no exact normalized-title match",
          "matches": []
        },
        {
          "type": "official_download",
          "url": "https://storage.googleapis.com/gweb-research2023-media/pubtools/1046363.pdf",
          "result": "retrieved",
          "notes": "Official target retrieved; body/metadata checked for identity and publication date. PDF creation timestamps and cited-reference IDs are not publication evidence."
        },
        {
          "type": "web_search",
          "query": "Cold Start Latency of Quantized Small Language Models on Serverless CPU Infrastructure publication arxiv",
          "result": "no exact first-publication date established"
        }
      ],
      "counts_as_accepted": false,
      "fulltext_review_completed": false,
      "implementation_status": "not_implemented_by_this_review",
      "exception_type": "date_or_identity_unresolved",
      "reopen_when": "官方补齐精确公开日期/可访问全文或arXiv身份后重新核验并正文审查。",
      "inherited_review_artifact": "research-audits/oct12-review-closure/google-source-review.json",
      "inherited_not_new_fulltext_review": true,
      "current_listing_date": null,
      "inheritance_basis": "Exact URL plus whitespace/encoding-normalized title; current listing date independently checked. Missing first-publication evidence remains an exception, not asserted unchanged.",
      "organization": "Google",
      "blocking": false
    },
    {
      "title": "A Unified Protocol Architecture for Agentic Interoperability: Quantitative Evaluation of Standardized Context Exchange in the N + M Economy",
      "url": "https://research.google/pubs/a-unified-protocol-architecture-for-agentic-interoperability-quantitative-evaluation-of-standardized-context-exchange-in-the-n-m-economy/",
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      "index": 89,
      "review_status": "explicit_exception",
      "track": "agent",
      "reason": "MCP式协议互操作的模拟量化比较，属于Agent系统候选但需核验评估定义与资源。已核官方入口和本地标题匹配，但首次日期/可识别原文仍未充分确认；透明排除本次通过计数，保留复查。",
      "scope_triage_completed": true,
      "potential_in_scope": true,
      "identity_evidence": [
        {
          "url": "https://research.google/pubs/a-unified-protocol-architecture-for-agentic-interoperability-quantitative-evaluation-of-standardized-context-exchange-in-the-n-m-economy/",
          "location": "official publication title and detail"
        }
      ],
      "date_evidence": [],
      "first_publication_date": null,
      "attempts": [
        {
          "type": "official_detail",
          "url": "https://research.google/pubs/a-unified-protocol-architecture-for-agentic-interoperability-quantitative-evaluation-of-standardized-context-exchange-in-the-n-m-economy/",
          "result": "cached detail title and available abstract read; scope triaged"
        },
        {
          "type": "repository_title_match",
          "sources": [
            "docs/research-manifest.json",
            "docs/research-audits/oct07-review-closure/paper-register.json"
          ],
          "result": "no exact normalized-title match",
          "matches": []
        },
        {
          "type": "official_download",
          "url": "https://storage.googleapis.com/gweb-research2023-media/pubtools/1046056.pdf",
          "result": "retrieved",
          "notes": "Official target retrieved; body/metadata checked for identity and publication date. PDF creation timestamps and cited-reference IDs are not publication evidence."
        },
        {
          "type": "web_search",
          "query": "A Unified Protocol Architecture for Agentic Interoperability: Quantitative Evaluation of Standardized Context Exchange in the N + M Economy publication arxiv",
          "result": "no exact first-publication date established"
        }
      ],
      "counts_as_accepted": false,
      "fulltext_review_completed": false,
      "implementation_status": "not_implemented_by_this_review",
      "exception_type": "date_or_identity_unresolved",
      "reopen_when": "官方补齐精确公开日期/可访问全文或arXiv身份后重新核验并正文审查。",
      "inherited_review_artifact": "research-audits/oct12-review-closure/google-source-review.json",
      "inherited_not_new_fulltext_review": true,
      "current_listing_date": null,
      "inheritance_basis": "Exact URL plus whitespace/encoding-normalized title; current listing date independently checked. Missing first-publication evidence remains an exception, not asserted unchanged.",
      "organization": "Google",
      "blocking": false
    },
    {
      "title": "Structural and Programmatic Prompting in Financial Artificial Intelligence",
      "url": "https://research.google/pubs/structural-and-programmatic-prompting-in-financial-artificial-intelligence/",
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      "dates": [],
      "sha256": "1e48172827d3593aebf87def18feaf4b57e5574f7aee80caa0065dd4ff773c5c",
      "review_status": "explicit_exception",
      "reason": "结构化提示与程序化金融推理相关于 Agent 推理；只有官方摘要，未定位原稿身份、日期及公开评测载体。",
      "track": "agent",
      "potential_in_scope": true,
      "scope_triage_completed": true,
      "fulltext_review_completed": false,
      "counts_as_accepted": false,
      "identity_evidence": {
        "official_url": "https://research.google/pubs/structural-and-programmatic-prompting-in-financial-artificial-intelligence/",
        "download_urls": [],
        "match_basis": "official title and abstract scope only"
      },
      "date_evidence": [],
      "attempts": [
        {
          "action": "official_detail_scope_read",
          "url": "https://research.google/pubs/structural-and-programmatic-prompting-in-financial-artificial-intelligence/",
          "result": "cached official abstract read; no abstract retained in output"
        },
        {
          "action": "official_download",
          "url": "https://research.google/pubs/structural-and-programmatic-prompting-in-financial-artificial-intelligence/",
          "result": "no_download_link"
        },
        {
          "action": "manifest_and_frozen_title_match",
          "result": 0
        },
        {
          "action": "frozen_register_exact_normalized_title_match",
          "path": "docs/research-audits/oct07-review-closure/paper-register.json",
          "result": false
        },
        {
          "action": "official_or_arxiv_identity_search",
          "query": "structural programmatic financial prompting Google",
          "result": "未定位匹配的原稿或日期"
        }
      ],
      "frozen_register_match": false,
      "exception_type": "date_or_identity_unresolved",
      "reopen_when": "获得主来源的原稿身份和准确首发日；若在 2026-10-01 至 10-07 则补全文、开源与评测审查，不能直接计为通过。",
      "inherited_review_artifact": "research-audits/oct12-review-closure/google-source-review.json",
      "inherited_not_new_fulltext_review": true,
      "current_listing_date": null,
      "inheritance_basis": "Exact URL plus whitespace/encoding-normalized title; current listing date independently checked. Missing first-publication evidence remains an exception, not asserted unchanged.",
      "organization": "Google",
      "blocking": false
    },
    {
      "title": "PIPE: Personalized Image-generation via Preference Encoding",
      "url": "https://research.google/pubs/pipe-personalized-image-generation-via-preference-encoding/",
      "status": "archived",
      "arxiv_ids": [],
      "dates": [],
      "sha256": "b4274b35145565102fc7e6006b9a79d7c91f620574d1740ebfc1e8ccda6c955a",
      "review_status": "explicit_exception",
      "reason": "PIPE 学习用户偏好嵌入并通过 IP-Adapter 与 Diffusion-DPO 个性化生成，属于多模态后训练；OpenReview 被验证页阻挡，不能把会议年份补成首发日。",
      "track": "multimodal/post-training",
      "potential_in_scope": true,
      "scope_triage_completed": true,
      "fulltext_review_completed": false,
      "counts_as_accepted": false,
      "identity_evidence": {
        "official_url": "https://research.google/pubs/pipe-personalized-image-generation-via-preference-encoding/",
        "download_urls": [
          "https://openreview.net/pdf?id=G5GipElVVe"
        ],
        "match_basis": "official title and abstract scope only"
      },
      "date_evidence": [],
      "attempts": [
        {
          "action": "official_detail_scope_read",
          "url": "https://research.google/pubs/pipe-personalized-image-generation-via-preference-encoding/",
          "result": "cached official abstract read; no abstract retained in output"
        },
        {
          "action": "official_download",
          "url": "https://openreview.net/pdf?id=G5GipElVVe",
          "result": "unavailable",
          "error": "HTTP Error 403: Forbidden"
        },
        {
          "action": "manifest_and_frozen_title_match",
          "result": 0
        },
        {
          "action": "frozen_register_exact_normalized_title_match",
          "path": "docs/research-audits/oct07-review-closure/paper-register.json",
          "result": false
        },
        {
          "action": "official_or_arxiv_identity_search",
          "query": "PIPE Personalized Image generation Preference Encoding OpenReview",
          "result": "确认 OpenReview G5GipElVVe；PDF/forum 均受验证页阻挡"
        }
      ],
      "frozen_register_match": false,
      "exception_type": "date_or_identity_unresolved",
      "reopen_when": "获得主来源的原稿身份和准确首发日；若在 2026-10-01 至 10-07 则补全文、开源与评测审查，不能直接计为通过。",
      "inherited_review_artifact": "research-audits/oct12-review-closure/google-source-review.json",
      "inherited_not_new_fulltext_review": true,
      "current_listing_date": null,
      "inheritance_basis": "Exact URL plus whitespace/encoding-normalized title; current listing date independently checked. Missing first-publication evidence remains an exception, not asserted unchanged.",
      "organization": "Google",
      "blocking": false
    },
    {
      "title": "AI Driven Verification Architectures - Scaling Formal Sign-off of High Bandwidth Data Crossbars via Generative AI and Required-Proof-Depth (RPD) Synthesis",
      "url": "https://research.google/pubs/ai-driven-verification-architectures-scaling-formal-sign-off-of-high-bandwidth-data-crossbars-via-generative-ai-and-required-proof-depth-rpd-synthesis/",
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      "index": 93,
      "review_status": "explicit_exception",
      "track": "agent",
      "reason": "官网仅题名和研究区，缺摘要/下载；可能涉及生成式形式验证，不能直接以硬件题材排除。已核官方入口和本地标题匹配，但首次日期/可识别原文仍未充分确认；透明排除本次通过计数，保留复查。",
      "scope_triage_completed": true,
      "potential_in_scope": true,
      "identity_evidence": [
        {
          "url": "https://research.google/pubs/ai-driven-verification-architectures-scaling-formal-sign-off-of-high-bandwidth-data-crossbars-via-generative-ai-and-required-proof-depth-rpd-synthesis/",
          "location": "official publication title and detail"
        }
      ],
      "date_evidence": [],
      "first_publication_date": null,
      "attempts": [
        {
          "type": "official_detail",
          "url": "https://research.google/pubs/ai-driven-verification-architectures-scaling-formal-sign-off-of-high-bandwidth-data-crossbars-via-generative-ai-and-required-proof-depth-rpd-synthesis/",
          "result": "cached detail title and available abstract read; scope triaged"
        },
        {
          "type": "repository_title_match",
          "sources": [
            "docs/research-manifest.json",
            "docs/research-audits/oct07-review-closure/paper-register.json"
          ],
          "result": "no exact normalized-title match",
          "matches": []
        },
        {
          "type": "download_link_check",
          "url": "https://research.google/pubs/ai-driven-verification-architectures-scaling-formal-sign-off-of-high-bandwidth-data-crossbars-via-generative-ai-and-required-proof-depth-rpd-synthesis/",
          "result": "no Download anchor on cached official detail"
        },
        {
          "type": "web_search",
          "query": "AI Driven Verification Architectures - Scaling Formal Sign-off of High Bandwidth Data Crossbars via Generative AI and Required-Proof-Depth (RPD) Synthesis publication arxiv",
          "result": "no exact first-publication date established"
        }
      ],
      "counts_as_accepted": false,
      "fulltext_review_completed": false,
      "implementation_status": "not_implemented_by_this_review",
      "exception_type": "document_unavailable",
      "reopen_when": "官方补齐精确公开日期/可访问全文或arXiv身份后重新核验并正文审查。",
      "inherited_review_artifact": "research-audits/oct12-review-closure/google-source-review.json",
      "inherited_not_new_fulltext_review": true,
      "current_listing_date": null,
      "inheritance_basis": "Exact URL plus whitespace/encoding-normalized title; current listing date independently checked. Missing first-publication evidence remains an exception, not asserted unchanged.",
      "organization": "Google",
      "blocking": false
    },
    {
      "title": "Beyond Real or Fake: A Dual-Channel Authenticity and Reasoning Protocol for Photographic Assessment",
      "url": "https://research.google/pubs/beyond-real-or-fake-a-dual-channel-authenticity-and-reasoning-protocol-for-photographic-assessment/",
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      "index": 94,
      "review_status": "explicit_exception",
      "track": "multimodal",
      "reason": "双通道相机/语义证据加冻结VLM迭代，适合多模态内容理解候选；不凭离线F1通过工业上线门槛。已核官方入口和本地标题匹配，但首次日期/可识别原文仍未充分确认；透明排除本次通过计数，保留复查。",
      "scope_triage_completed": true,
      "potential_in_scope": true,
      "identity_evidence": [
        {
          "url": "https://research.google/pubs/beyond-real-or-fake-a-dual-channel-authenticity-and-reasoning-protocol-for-photographic-assessment/",
          "location": "official publication title and detail"
        }
      ],
      "date_evidence": [],
      "first_publication_date": null,
      "attempts": [
        {
          "type": "official_detail",
          "url": "https://research.google/pubs/beyond-real-or-fake-a-dual-channel-authenticity-and-reasoning-protocol-for-photographic-assessment/",
          "result": "cached detail title and available abstract read; scope triaged"
        },
        {
          "type": "repository_title_match",
          "sources": [
            "docs/research-manifest.json",
            "docs/research-audits/oct07-review-closure/paper-register.json"
          ],
          "result": "no exact normalized-title match",
          "matches": []
        },
        {
          "type": "official_download",
          "url": "https://storage.googleapis.com/gweb-research2023-media/pubtools/1046763.pdf",
          "result": "retrieved",
          "notes": "Official target retrieved; body/metadata checked for identity and publication date. PDF creation timestamps and cited-reference IDs are not publication evidence."
        },
        {
          "type": "web_search",
          "query": "Beyond Real or Fake: A Dual-Channel Authenticity and Reasoning Protocol for Photographic Assessment publication arxiv",
          "result": "no exact first-publication date established"
        }
      ],
      "counts_as_accepted": false,
      "fulltext_review_completed": false,
      "implementation_status": "not_implemented_by_this_review",
      "exception_type": "date_or_identity_unresolved",
      "reopen_when": "官方补齐精确公开日期/可访问全文或arXiv身份后重新核验并正文审查。",
      "industrial_online_gate": "not_passed_in_this_identity_review; fulltext quantified online AB or user-approved full-traffic evidence required",
      "inherited_review_artifact": "research-audits/oct12-review-closure/google-source-review.json",
      "inherited_not_new_fulltext_review": true,
      "current_listing_date": null,
      "inheritance_basis": "Exact URL plus whitespace/encoding-normalized title; current listing date independently checked. Missing first-publication evidence remains an exception, not asserted unchanged.",
      "organization": "Google",
      "blocking": false
    },
    {
      "title": "Dynamic Learning and Optimal Advertising Mechanism for LLM Platforms",
      "url": "https://research.google/pubs/dynamic-learning-and-optimal-advertising-mechanism-for-llm-platforms/",
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      "arxiv_ids": [],
      "dates": [],
      "sha256": "34270d488de7c64007048a2bf172e3e9d99669265ceff0dd96734565875e15ba",
      "review_status": "explicit_exception",
      "reason": "以随机控制描述动态 LLM 广告机制，相关于广告优化；尚未定位原稿与首发日，不能据摘要认定有线上量化实验。",
      "track": "recommendation",
      "potential_in_scope": true,
      "scope_triage_completed": true,
      "fulltext_review_completed": false,
      "counts_as_accepted": false,
      "identity_evidence": {
        "official_url": "https://research.google/pubs/dynamic-learning-and-optimal-advertising-mechanism-for-llm-platforms/",
        "download_urls": [],
        "match_basis": "official title and abstract scope only"
      },
      "date_evidence": [],
      "attempts": [
        {
          "action": "official_detail_scope_read",
          "url": "https://research.google/pubs/dynamic-learning-and-optimal-advertising-mechanism-for-llm-platforms/",
          "result": "cached official abstract read; no abstract retained in output"
        },
        {
          "action": "official_download",
          "url": "https://research.google/pubs/dynamic-learning-and-optimal-advertising-mechanism-for-llm-platforms/",
          "result": "no_download_link"
        },
        {
          "action": "manifest_and_frozen_title_match",
          "result": 0
        },
        {
          "action": "frozen_register_exact_normalized_title_match",
          "path": "docs/research-audits/oct07-review-closure/paper-register.json",
          "result": false
        },
        {
          "action": "official_or_arxiv_identity_search",
          "query": "optimal dynamic LLM advertising stochastic control Google arxiv",
          "result": "未定位可核验身份与日期的公开原稿"
        }
      ],
      "frozen_register_match": false,
      "exception_type": "date_or_identity_unresolved",
      "reopen_when": "获得主来源的原稿身份和准确首发日；若在 2026-10-01 至 10-07 则补全文、开源与评测审查，不能直接计为通过。",
      "industrial_online_evidence_gate": "not_decided; full-text production/quantified online evidence remains required; abstract absence is not rejection",
      "inherited_review_artifact": "research-audits/oct12-review-closure/google-source-review.json",
      "inherited_not_new_fulltext_review": true,
      "current_listing_date": null,
      "inheritance_basis": "Exact URL plus whitespace/encoding-normalized title; current listing date independently checked. Missing first-publication evidence remains an exception, not asserted unchanged.",
      "organization": "Google",
      "blocking": false
    },
    {
      "title": "From Unfinished to Done: Bridging the MDE Implementation Gap with Constrained LLMs",
      "url": "https://research.google/pubs/from-unfinished-to-done-bridging-the-mde-implementation-gap-with-constrained-llms/",
      "status": "archived",
      "arxiv_ids": [],
      "dates": [],
      "sha256": "001ef06df6cb6d765a762d420df10c2662f50a2ba79feae8a25c003f82be6208",
      "index": 102,
      "scope_triage_completed": true,
      "date_evidence": [],
      "identity_evidence": [
        {
          "url": "https://research.google/pubs/from-unfinished-to-done-bridging-the-mde-implementation-gap-with-constrained-llms/",
          "location": "官方题名、作者及 Abstract",
          "detail": "读取缓存官方详情进行题名与方法定界"
        }
      ],
      "attempts": [
        {
          "kind": "official_detail",
          "url": "https://research.google/pubs/from-unfinished-to-done-bridging-the-mde-implementation-gap-with-constrained-llms/",
          "result": "cached_official_detail_read"
        },
        {
          "kind": "local_title_match",
          "sources": [
            "docs/research-manifest.json",
            "本次审查本地缓存：*review*.json"
          ],
          "result": []
        },
        {
          "kind": "frozen_register_and_worktree_manifest_match",
          "sources": [
            "docs/research-manifest.json",
            "docs/research-audits/oct07-review-closure/paper-register.json"
          ],
          "result": []
        },
        {
          "kind": "official_download",
          "url": "https://dl.acm.org/doi/10.1145/3822455.3830316",
          "result": "failed",
          "detail": "<urlopen error [Errno 8] nodename nor servname provided, or not known>"
        },
        {
          "kind": "primary_web_identity_search",
          "query": "From Unfinished to Done: Bridging the MDE Implementation Gap with Constrained LLMs",
          "result": "官方/arXiv/出版方交叉核对；未采用第三方爬取时间为首次日期"
        }
      ],
      "counts_as_accepted": false,
      "fulltext_review_completed": false,
      "potential_in_scope": true,
      "review_status": "explicit_exception",
      "exception_type": "date_or_identity_unresolved",
      "track": "agent",
      "reason": "Agentic Gap Filling 用受保护 TODO、评审 jury 与独立测试 Agent 完成 MDE；ACM DOI 403、无 arXiv 身份命中，首发日期未知。",
      "reopen_when": "获得出版方首发日期或可核对的 arXiv 身份/官方公开版本；随后判断窗口归属并补全文，不视为已审通过",
      "inherited_review_artifact": "research-audits/oct12-review-closure/google-source-review.json",
      "inherited_not_new_fulltext_review": true,
      "current_listing_date": null,
      "inheritance_basis": "Exact URL plus whitespace/encoding-normalized title; current listing date independently checked. Missing first-publication evidence remains an exception, not asserted unchanged.",
      "organization": "Google",
      "blocking": false
    },
    {
      "title": "ContextFidelity-Bench: A Three-Paradigm Framework for Evaluating Multi-Turn Hallucination Behavior in Language Models",
      "url": "https://research.google/pubs/contextfidelity-bench-a-three-paradigm-framework-for-evaluating-multi-turn-hallucination-behavior-in-language-models/",
      "status": "archived",
      "arxiv_ids": [],
      "dates": [],
      "sha256": "ee18d403c895dbff05bf6753464e5ae2f23539918cf0cb74a0b3f8f6920f7017",
      "index": 104,
      "scope_triage_completed": true,
      "date_evidence": [],
      "identity_evidence": [
        {
          "url": "https://research.google/pubs/contextfidelity-bench-a-three-paradigm-framework-for-evaluating-multi-turn-hallucination-behavior-in-language-models/",
          "location": "官方题名、作者及 Abstract",
          "detail": "读取缓存官方详情进行题名与方法定界"
        }
      ],
      "attempts": [
        {
          "kind": "official_detail",
          "url": "https://research.google/pubs/contextfidelity-bench-a-three-paradigm-framework-for-evaluating-multi-turn-hallucination-behavior-in-language-models/",
          "result": "cached_official_detail_read"
        },
        {
          "kind": "local_title_match",
          "sources": [
            "docs/research-manifest.json",
            "本次审查本地缓存：*review*.json"
          ],
          "result": []
        },
        {
          "kind": "frozen_register_and_worktree_manifest_match",
          "sources": [
            "docs/research-manifest.json",
            "docs/research-audits/oct07-review-closure/paper-register.json"
          ],
          "result": []
        },
        {
          "kind": "official_download",
          "url": "https://storage.googleapis.com/gweb-research2023-media/pubtools/1048581.pdf",
          "result": "failed",
          "detail": "<urlopen error [Errno 8] nodename nor servname provided, or not known>"
        },
        {
          "kind": "primary_web_identity_search",
          "query": "ContextFidelity-Bench: A Three-Paradigm Framework for Evaluating Multi-Turn Hallucination Behavior in Language Models",
          "result": "官方/arXiv/出版方交叉核对；未采用第三方爬取时间为首次日期"
        }
      ],
      "counts_as_accepted": false,
      "fulltext_review_completed": false,
      "potential_in_scope": true,
      "review_status": "explicit_exception",
      "exception_type": "date_or_identity_unresolved",
      "track": "agent",
      "reason": "多轮上下文忠实度/幻觉 benchmark 相关；官方 PDF 不可获取，标题检索未核定唯一预印本和首发日期。",
      "reopen_when": "获得出版方首发日期或可核对的 arXiv 身份/官方公开版本；随后判断窗口归属并补全文，不视为已审通过",
      "inherited_review_artifact": "research-audits/oct12-review-closure/google-source-review.json",
      "inherited_not_new_fulltext_review": true,
      "current_listing_date": null,
      "inheritance_basis": "Exact URL plus whitespace/encoding-normalized title; current listing date independently checked. Missing first-publication evidence remains an exception, not asserted unchanged.",
      "organization": "Google",
      "blocking": false
    },
    {
      "title": "Approaching the Privacy-Enhancing Technologies Adoption from a Requirements Engineering Perspective",
      "url": "https://research.google/pubs/approaching-the-privacy-enhancing-technologies-adoption-from-a-requirements-engineering-perspective/",
      "sha256": "22b276b53f5afd4c9bfa528c6b5d834c16496684917961d4dd646460c53531b1",
      "scope_triage_completed": true,
      "reason": "官网只给2026，精确题名搜索无独立日期；找到的是同作者/摘要相关改题版本，不能据此伪造精确题名首次发表日。",
      "attempts": [
        {
          "url": "https://research.google/pubs/approaching-the-privacy-enhancing-technologies-adoption-from-a-requirements-engineering-perspective/",
          "result": "retrieved",
          "sha256": "22b276b53f5afd4c9bfa528c6b5d834c16496684917961d4dd646460c53531b1"
        },
        {
          "tool": "web.search_query",
          "query": "\"Approaching the Privacy-Enhancing Technologies Adoption\" date",
          "domains": [
            "arxiv.org",
            "research.google",
            "dl.acm.org",
            "ieeexplore.ieee.org"
          ],
          "result": "Google detail only, year2026; exact day not found"
        },
        {
          "tool": "web.search_query",
          "query": "\"Approaching the Privacy-Enhancing Technologies Adoption\" \"Kosenkov\"",
          "result": "only Google year2026; no exact-title independent date used"
        },
        {
          "tool": "curl Crossref title query",
          "url": "https://api.crossref.org/works",
          "query": "query.title=Approaching the Privacy-Enhancing Technologies Adoption from a Requirements Engineering Perspective&rows=3",
          "result": "top result Supporting... same authors, DOI 10.1109/re68928.2026.00032; not exact title"
        },
        {
          "tool": "web.open and curl",
          "url": "https://arxiv.org/abs/2606.17387",
          "result": "related title/authors/abstract/submission history inspected"
        },
        {
          "tool": "curl",
          "url": "https://api.crossref.org/works/10.1109/re68928.2026.00032",
          "result": "same authors and August2026 month publication inspected"
        }
      ],
      "review_artifact": "research-audits/oct12-review-closure/google-new-entry-decisions.json",
      "fulltext_review_completed": false,
      "new_implementation_claimed": false,
      "date_evidence": [
        {
          "url": "https://arxiv.org/abs/2606.17387",
          "sha256": "2c948f3cabc325e33f4de8963515107a9c6872b8f970b496fbd4d47b1e01b82d",
          "local_path": ".cache/oct12-scan/official/arxiv-2606.17387.html",
          "location": "Submission history [v1]",
          "date": "2026-06-16",
          "timestamp": "2026-06-16T00:49:10Z",
          "kind": "verified_related_title_variant_arxiv_v1",
          "exact_google_title_first_publication_date": null
        }
      ],
      "arxiv_ids": [
        "2606.17387"
      ],
      "review_status": "explicit_exception",
      "exception_type": "date_or_identity_unresolved",
      "counts_as_accepted": false,
      "reopen_when": "Google官方链接/作者或出版社确认改题关系，或精确题名原版给出日期；若只补日期且无新增核心技术，不改变范围外决定。",
      "current_listing_date": null,
      "inherited_review_artifact": "research-audits/oct12-review-closure/google-source-review.json",
      "inherited_not_new_fulltext_review": true,
      "inheritance_basis": "Exact URL plus whitespace/encoding-normalized title; current listing date independently checked. Missing first-publication evidence remains an exception, not asserted unchanged.",
      "organization": "Google",
      "status": "archived",
      "blocking": false
    },
    {
      "title": "CATWILD: Compiler Autotuning For TPU workloads in the Wild",
      "url": "https://research.google/pubs/catwild-compiler-autotuning-for-tpu-workloads-in-the-wild/",
      "date": null,
      "scope_triage_completed": true,
      "counts_as_accepted": false,
      "identity_evidence": [
        {
          "url": "https://research.google/pubs/catwild-compiler-autotuning-for-tpu-workloads-in-the-wild/",
          "location": "official detail title and abstract"
        }
      ],
      "attempts": [
        {
          "url": "https://research.google/pubs/catwild-compiler-autotuning-for-tpu-workloads-in-the-wild/",
          "result": "retrieved official detail; title/abstract/date inspected",
          "sha256": "75c20c45a619b3334232fd09a9ba01f1e8053c9ba9f88dc66ac13b97a43691ea"
        },
        "official detail title/complete abstract read",
        "exact-title primary-source search: same Google page; no exact first-release date resolved"
      ],
      "source_sha256": "75c20c45a619b3334232fd09a9ba01f1e8053c9ba9f88dc66ac13b97a43691ea",
      "fulltext_review_completed": false,
      "implementation_status": "not_implemented_by_review",
      "review_status": "explicit_exception",
      "exception_type": "date_or_identity_unresolved",
      "reason": "官方页可确认 CATWILD 的 TPU fleet 编译器 autotuning 与五年生产运行，但只列 2026 年，无可下载原文/精确首发日期；只读官方页和精确标题检索后仍不能确认固定窗口。原系统依赖 TPU fleet，单卡 A100/A30 不具备，成本过高不复现；日期例外归档，不计 accepted。",
      "reopen_when": "官方新增可核验的 arXiv/DOI 首发日期或公开发布记录时，只重开日期例外；复现仅在用户获知成本后明确重开。",
      "organization": "Google",
      "status": "archived",
      "blocking": false
    },
    {
      "title": "AutoformBench: A Lean Formalization Benchmark for Advanced Mathematics",
      "url": "https://ai.meta.com/research/publications/autoformbench-a-lean-formalization-benchmark-for-advanced-mathematics/",
      "date": "2026-10-13",
      "scope_triage_completed": true,
      "counts_as_accepted": false,
      "identity_evidence": [
        {
          "url": "https://ai.meta.com/research/publications/autoformbench-a-lean-formalization-benchmark-for-advanced-mathematics/",
          "location": "official detail title and abstract"
        }
      ],
      "attempts": [
        {
          "url": "https://ai.meta.com/research/publications/autoformbench-a-lean-formalization-benchmark-for-advanced-mathematics/",
          "result": "retrieved official detail; title/abstract/date inspected",
          "sha256": "dc8aa9ec1237132972b4ff32ad2c35562429a35deb0a998a1688893f0a897f28"
        },
        "official detail published date inspected",
        "upstream README and CITATION inspected; source-free evaluation-only release",
        "official upstream paper.pdf retrieved sha256=efe62255226648b6ad6982ac400a535213be29fd3b9414d572bd9a9092b3df91; first page visually inspected, pp.4–5,10 bounded protocol/cost/limitations read"
      ],
      "source_sha256": "dc8aa9ec1237132972b4ff32ad2c35562429a35deb0a998a1688893f0a897f28",
      "fulltext_review_completed": false,
      "implementation_status": "not_implemented_by_review",
      "date_evidence": [
        {
          "date": "2026-10-13",
          "url": "https://ai.meta.com/research/publications/autoformbench-a-lean-formalization-benchmark-for-advanced-mathematics/",
          "location": "official publication date",
          "meaning": "official listing/release date, not automatically first arXiv submission"
        }
      ],
      "paper_document_date": "2026-10-05",
      "software_citation_release_date": "2026-09-30",
      "first_publication_date": null,
      "review_status": "explicit_exception",
      "exception_type": "date_or_identity_unresolved",
      "reason": "身份已确认是 Meta 的 Lean 数学 AutoformBench，不是 2603.29832 文档理解同名作。官方页 2026-10-13，论文首页文稿日期 2026-10-05，软件 CITATION 日期 2026-09-30，语义不同，不能合成已证实的首次公开日。341 题×9 frontier 模型、长轨迹/最高每题 $200 上限（不是实际统一花费）超出本轮预算，不复现、审查 DONE；保留低成本结果导入价值，不声称已接入。",
      "reopen_when": "官方新增可核验的 arXiv/DOI 首发日期或公开发布记录时，只重开日期例外；复现仅在用户获知成本后明确重开。",
      "organization": "Meta",
      "status": "archived",
      "blocking": false
    },
    {
      "url": "https://ai.meta.com/results/?content_types%5B0%5D=publication&page=1",
      "exception_type": "pagination_unproven",
      "reason": "前六页逐条日期已核对，第四至第六页最新日期均在2025年；目录仍夹杂更旧记录且未声明总数，不能从分页或旧日期推导全站穷尽。用户允许此有限来源例外不阻碍有界审查水位。",
      "attempts": [
        "原入口 global_search 已失效，改用官方 results 入口",
        "重新读取六个不同页码并保存各页SHA256/24条记录",
        "确认144条唯一URL均有官方日期，窗口内6条已作研究范围审查",
        "对照独立四轨arXiv日期/月份召回与官方既有审查"
      ],
      "scope_triage_completed": true,
      "counts_as_accepted": false,
      "reopen_when": "目录出现新的窗口内记录、可验证的日期排序/总数/日期过滤、或独立来源发现缺失候选时重开。",
      "organization": "Meta",
      "status": "archived",
      "blocking": false
    },
    {
      "id": "2610.11896",
      "title": "Automated Assembly Instruction Generation from CAD Models Using Grounded Large Language Models: A Human-in-the-Loop Framework",
      "organization": "arXiv",
      "url": "https://arxiv.org/html/2610.11896v2",
      "exception_type": "document_unavailable",
      "reason": "v2身份/日期及摘要已核，是CAD装配说明的人类在环LLM方案；官方HTML与PDF均不可取得，不能核定修订方法。不虚称阅读全文，保留真实失败并非阻塞归档；仅新原文证据时重开。",
      "attempts": [
        {
          "url": "https://arxiv.org/html/2610.11896v2",
          "result": "unavailable",
          "error": "HTTP Error 404: Not Found"
        },
        {
          "url": "https://arxiv.org/pdf/2610.11896v2",
          "result": "unavailable",
          "error": "HTTP Error 404: Not Found"
        }
      ],
      "scope_triage_completed": true,
      "counts_as_accepted": false,
      "reopen_when": "官方可读HTML/PDF或独立新原文证据出现时重开；没有新证据不周期重试。",
      "status": "archived",
      "blocking": false
    },
    {
      "id": "2610.18472",
      "title": "Simplifying and Improving On-Policy Distillation for Few-Step Diffusion",
      "organization": "arXiv",
      "url": "https://arxiv.org/html/2610.18472v1",
      "exception_type": "document_unavailable",
      "reason": "摘要描述图像/3D/视频/音视频few-step diffusion的SMD/Pivot蒸馏。官方HTML返回404，官方PDF先后超出8MB及24MB有界读取上限；并非声称源站没有PDF。未读方法/资源正文，不能把文档预算例外伪装为高成本算法结论。本次明确非阻塞归档，不自动重试或进入实现/evolve。",
      "attempts": [
        {
          "url": "https://arxiv.org/html/2610.18472v1",
          "result": "unavailable",
          "error": "HTTP Error 404: Not Found"
        },
        {
          "url": "https://arxiv.org/pdf/2610.18472v1",
          "result": "unavailable",
          "error": "bounded PDF document limit exceeded"
        },
        {
          "url": "https://arxiv.org/pdf/2610.18472v1",
          "result": "unavailable",
          "error": "bounded PDF document limit exceeded (24000000 bytes)",
          "read_limit_bytes": 24000000
        }
      ],
      "scope_triage_completed": true,
      "counts_as_accepted": false,
      "reopen_when": "官方可读HTML/PDF或独立新原文证据出现时重开；没有新证据不周期重试。",
      "status": "archived",
      "blocking": false
    }
  ],
  "previous_archive": "research-audits/oct12-review-closure/exception-archive.json",
  "note": "Official date/identity/pagination exceptions plus genuinely unavailable candidate documents; not unread/capped searches. High-cost decisions are separate review DONE dispositions."
}