KERYX
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Archived dispatch

Theo https://developer.chrome.com/docs/extensions/develop/ui/add-popup, popup của extension đóng khi nào? Trả lời ngắn bằng tiếng Việt và dẫn nguồn.

Moderateconfidence— Mỗi câu tóm tắt gắn với một trích đoạn nguyên văn và đã qua kiểm tra bằng mô hình; chưa xác minh tính đầy đủ hoặc tính đúng đắn độc lập. Đánh giá bằng chứng: 1 nguồn đã qua kiểm tra bằng chứng bao phủ mọi yêu cầu, nhưng mức xác nhận hoặc hỗ trợ vẫn hạn chế

· llm:deepseek:deepseek-flash

§ IIThe reading1 cited
Moderatesource grounding— Mỗi câu tóm tắt gắn với một trích đoạn nguyên văn và đã qua kiểm tra bằng mô hình; chưa xác minh tính đầy đủ hoặc tính đúng đắn độc lập. Đánh giá bằng chứng: 1 nguồn đã qua kiểm tra bằng chứng bao phủ mọi yêu cầu, nhưng mức xác nhận hoặc hỗ trợ vẫn hạn chếquick researchpreview plan 1/1 claimsportfolio 1/2 · evidence 100%

Tóm tắt do mô hình viết, trích dẫn theo từng câu. Sau mỗi câu là nguyên văn đoạn nguồn mà câu đó đã được đối chiếu; câu không có trích đoạn đủ điều kiện đã bị loại.

Yêu cầu nghiên cứu 1

Chủ đề yêu cầu (chưa xác minh): “Theo tài liệu Chrome Extensions về add-popup, popup của extension đóng khi nào?”

Popup tự động đóng khi người dùng chuyển focus sang phần nào đó của trình duyệt nằm ngoài popup. Nguyên văn nguồn: “Popups automatically close when the user focuses on some portion of the browser outside of the popup.”

Không có cách nào giữ popup mở sau khi người dùng đã click ra ngoài. Nguyên văn nguồn: “There is no way to keep the popup open after the user has clicked away.”

Các câu tóm tắt do mô hình viết và mô hình kiểm tra, chưa được xác minh độc lập; chúng không vượt quá nội dung trích đoạn đi kèm và không phải là tổng hợp đầy đủ. Trích đoạn chỉ xác lập mức bám nguồn, không chứng minh tính đúng đắn của nguồn. Nội dung nguồn có thể sai hoặc mâu thuẫn. Trạng thái thanh toán vẫn nằm trong biên nhận riêng.

Trạng thái nguồn gốc đã cung cấp

  • https://developer.chrome.com/docs/extensions/develop/ui/add-popup: Đã trích xuất có giới hạn từ https://developer.chrome.com/docs/extensions/develop/ui/add-popup; giữ được đoạn trích đủ điều kiện.

Evidence ledger — recorded source excerpts

Research targets are unverified topics. Coverage is an estimate of excerpt support, not proof of entailment, factual truth or a complete answer.

  1. Requested topic (unverified): “Theo tài liệu Chrome Extensions về add-popup, popup của extension đóng khi nào?”

    100% estimated
    “Popups automatically close when the user focuses on some portion of the browser outside of the popup.” [S1] Add a popup | Chrome for Developers
    “There is no way to keep the popup open after the user has clicked away.” [S1] Add a popup | Chrome for Developers
What if a source were missing?

Temporarily leave out one source to see which research targets retain excerpts in this report.

Showing the original excerpt ledger.

  1. Theo tài liệu Chrome Extensions về add-popup, popup của extension đóng khi nào?

    2 recorded excerpts remain.

    Inspect remaining excerpts

    “Popups automatically close when the user focuses on some portion of the browser outside of the popup.”

    S1 · chrome.com · Add a popup | Chrome for Developers · version fc8853dcea2b8d249673362e264fe996bcb3c43bc7dfa4d8b52a7789c566f40e

    “There is no way to keep the popup open after the user has clicked away.”

    S1 · chrome.com · Add a popup | Chrome for Developers · version fc8853dcea2b8d249673362e264fe996bcb3c43bc7dfa4d8b52a7789c566f40e

Targets are requested topics, not verified assertions. Excerpts do not prove truth or independent corroboration. This view keeps the answer, confidence and payments unchanged and makes no new requests.

Research evidence matrix

Compare unverified research targets with cited sources and inspect recorded excerpts. An empty cell means no inspectable excerpt was recorded; it does not establish whether a claim is true, false, or disputed. Coverage and agent confidence do not prove entailment, measured accuracy or complete synthesis.

Research target by cited source evidence matrix
Research target (unverified)Inspection status[S1] Add a popup | Chrome for DevelopersPublication: chrome.comPublished: Not recorded
Theo tài liệu Chrome Extensions về add-popup, popup của extension đóng khi nào?Recorded excerpt
Inspect 2 excerpts
Popups automatically close when the user focuses on some portion of the browser outside of the popup.
There is no way to keep the popup open after the user has clicked away.

Reference export

1 article references. Recorded titles, links and dates; observed scholarly records also include supplied authors, DOI and journal metadata with read limits. Review metadata before using in a paper. Import RIS into Zotero with File → Import.

Cited sources and references

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Decisions0 bought · 1 cached · 70 skipped
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Decision log · 95 steps
§ IThe decision95 steps
Decompose

Breaking down: "Theo https://developer.chrome.com/docs/extensions/develop/ui/add-popup, popup của extension đóng khi nào? Trả lời ngắn bằng tiếng Việt và dẫn nguồn."

Decompose

Identified 1 research target(s) to investigate; these are not established facts

Decompose

Quick mode: at most 2 paid/cached/public reads, with no marketplace probe or gap-expansion round.

Discover

Article library searched across retained history: 22 matching article(s). Different articles from one publisher may support different research targets; preview matches alone are not evidence.

Discover

Supplied source URL https://developer.chrome.com/docs/extensions/develop/ui/add-popup admitted as an unread discovery lead. No official authorship or evidence established; a supplied fragment requests a section but only a bounded whole-document read is supported.

Discover

Web search: 2/2 planned queries attempted, 1 succeeded, 10 public page previews/leads, 1 unavailable queries. Previews and supplied URLs are discovery only. Public reads spend no USDC; model and service operating costs remain separate.

Discover

Discovered 2 verified creator candidate(s) from 2 publisher(s) and 69 free public reference candidate(s)

Pre-check

Claim-aware portfolio (exhaustive; bounded selection, not a claim of global optimality) selected 1/2 positive proposal(s): 1 free/cache selections + 0 paid fresh selections, predicting 1/1 claim(s) above the evidence floor with $0.000000/$0.000000 fetch USDC reserved.

Pre-check

Free-preview pre-check maps an actionable source to every sub-claim (1/1); paid reading may proceed within the budget.

DecideCACHE
https://developer.chrome.com/docs/extensions/develop/ui/add-popup$0 · EV 95%

This is the exact caller-supplied Chrome documentation page on adding a popup; it is the authoritative source for when the popup closes. Free public read. - free public original-page READ selection (not a cache hit); no purchase or creator reward. — selected for the claim-aware evidence portfolio (targets claim 1; 0 fetch USDC, 1 attention slot).

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Apache Software Foundation - Apache Geode 2.0, Part III: Lessons Learned and the Path Forward$0 · EV 0%

Apache Geode 2.0 lessons-learned post; unrelated to Chrome extension popup lifecycle. - free public feed reference; no purchase or creator reward.

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Apache Software Foundation - The Apache® Software Foundation Announces New Top-Level Projects$0 · EV 0%

Apache top-level project announcement; nothing about Chrome extension popups. - free public feed reference; no purchase or creator reward.

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Apache Arrow - Apache Arrow 25.0.1 Release$0 · EV 0%

Arrow release notes; unrelated to the Chrome popup documentation target. - free public feed reference; no purchase or creator reward.

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Apache Arrow - Apache Arrow Go 18.7.0 Release$0 · EV 0%

Arrow Go release notes; no relevance to extension popup closing behavior. - free public feed reference; no purchase or creator reward.

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arXiv - Attention authors: temporary change to announcement schedule due to holiday$0 · EV 0%

arXiv holiday schedule notice; unrelated to Chrome extensions. - free public feed reference; no purchase or creator reward.

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Bank for International Settlements - Offshore forwards and exchange rate transmission in emerging markets$0 · EV 0%

BIS working paper on offshore forwards; unrelated to the popup question. - free public feed reference; no purchase or creator reward.

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Chip Huyen - Agents$0 · EV 0%

AI agents article; not about Chrome extension popup lifecycle. - free public feed reference; no purchase or creator reward.

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Chip Huyen - What I learned from looking at 900 most popular open source AI tools$0 · EV 0%

Open source AI tools survey; unrelated to the requested Chrome docs topic. - free public feed reference; no purchase or creator reward.

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Cloudflare Workers - Dogfooding at scale: migrating cdnjs to Cloudflare’s Developer Platform$0 · EV 0%

Cloudflare cdnjs migration post; not about Chrome extension popups. - free public feed reference; no purchase or creator reward.

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Cloudflare Workers - A fully programmable secure web gateway$0 · EV 0%

Cloudflare secure web gateway post; unrelated to popup closing behavior. - free public feed reference; no purchase or creator reward.

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Creative Commons - From Reflection to Action: 8 Hot Takes from CC’s Open Heritage Roundtable$0 · EV 0%

Creative Commons heritage roundtable; unrelated to Chrome extensions. - free public feed reference; no purchase or creator reward.

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Google DeepMind - Reimagining the mouse pointer for the AI era$0 · EV 0%

DeepMind AI pointer blog mentions Chrome but concerns AI pointer UX, not extension popup lifecycle. - free public feed reference; no purchase or creator reward.

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Distill - A Gentle Introduction to Graph Neural Networks$0 · EV 0%

Graph neural network tutorial; unrelated to the target. - free public feed reference; no purchase or creator reward.

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Django - Django security reporting update$0 · EV 0%

Django security reporting post; unrelated to Chrome extension popups. - free public feed reference; no purchase or creator reward.

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Django - DSF member of the month - Ken Whitesell$0 · EV 0%

Django member spotlight; no relevance to the popup question. - free public feed reference; no purchase or creator reward.

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Directory of Open Access Journals - Investing in open: Thank you to our library and funder supporters$0 · EV 0%

DOAJ supporter thank-you post; unrelated to Chrome extension docs. - free public feed reference; no purchase or creator reward.

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Directory of Open Access Journals - Paradise Lost, Knowledge Regained: Jan Erik Frantsvåg on reclaiming open access (Part 1)$0 · EV 0%

Open access interview; unrelated to extension popup behavior. - free public feed reference; no purchase or creator reward.

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Docker - From Containers to Sandboxes: Developer Trust in the Agentic Era$0 · EV 0%

Docker sandboxes/agent trust post; not about Chrome extension popups. - free public feed reference; no purchase or creator reward.

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Docker - Docker and CNCF partner on an open spec for agent permissions$0 · EV 0%

Docker/CNCF agent permissions spec; unrelated to the target. - free public feed reference; no purchase or creator reward.

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DuckDB - Jev and DuckDB: Plain-English Conditions in SQL$0 · EV 0%

DuckDB SQL article; unrelated to Chrome extension popup lifecycle. - free public feed reference; no purchase or creator reward.

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Eugene Yan - Patterns for Building Cybersecurity Evals$0 · EV 0%

Cybersecurity evals article; no relevance to the Chrome add-popup documentation target. - free public feed reference; no purchase or creator reward.

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The Go Blog - Better HTTP/1 connection reuse$0 · EV 0%

Go HTTP connection reuse blog; unrelated to Chrome extension popup closing behavior. - free public feed reference; no purchase or creator reward.

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The Go Blog - Platform-independent SIMD in Go$0 · EV 0%

Go SIMD article; no relation to Chrome extension popups. - free public feed reference; no purchase or creator reward.

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Google Research - Grounding AI agents in biological reality: Building blocks for autonomous wet labs$0 · EV 0%

Google Research wet-lab AI agents; unrelated to Chrome extension popup documentation. - free public feed reference; no purchase or creator reward.

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Kotlin - KotlinConf Recap: Lessons from Verifone’s Architect on Kotlin in Mission-Critical Payments$0 · EV 0%

KotlinConf payments talk; unrelated to Chrome extension popups. - free public feed reference; no purchase or creator reward.

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Kotlin - The Companions to Come$0 · EV 0%

Kotlin companions article; unrelated to the popup question. - free public feed reference; no purchase or creator reward.

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Lilian Weng - Harness Engineering for Self-Improvement$0 · EV 0%

LLM harness engineering post; unrelated to Chrome extension popup behavior. - free public feed reference; no purchase or creator reward.

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Microsoft Engineering - Diagnosing instability in production-scale agent reinforcement learning$0 · EV 0%

Agent RL instability post; unrelated to Chrome extension popups. - free public feed reference; no purchase or creator reward.

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Microsoft Engineering - Developing with Accessibility in Mind at Microsoft$0 · EV 0%

Accessibility engineering post; not about Chrome extension popup closing. - free public feed reference; no purchase or creator reward.

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Microsoft Research - Proof-based general-purpose computing with Magnetar$0 · EV 0%

Zero-knowledge proof computing research; unrelated to the target. - free public feed reference; no purchase or creator reward.

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Mozilla AI - How Frontier Labs Are Building Subtle Developer Lock-In$0 · EV 0%

Frontier lab lock-in essay; unrelated to Chrome extension popups. - free public feed reference; no purchase or creator reward.

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Mozilla AI - Building the Missing Half$0 · EV 0%

Open-model agent infrastructure post; unrelated to the popup question. - free public feed reference; no purchase or creator reward.

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Netlify - 5x faster Edge Functions: v8 isolates to Unikraft MicroVMs$0 · EV 0%

Netlify edge functions infrastructure; unrelated to Chrome extension popups. - free public feed reference; no purchase or creator reward.

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Ollama - Reflection's Beam is freely available on Ollama for a limited time$0 · EV 0%

Ollama model announcement; unrelated to the target. - free public feed reference; no purchase or creator reward.

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OpenAI Developers - Docs MCP$0 · EV 0%

OpenAI Docs MCP quickstart; not Chrome extension documentation. - free public feed reference; no purchase or creator reward.

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OpenAI Developers - OpenAI Codex in your code editor$0 · EV 0%

OpenAI Codex editor video; unrelated to Chrome extension popup behavior. - free public feed reference; no purchase or creator reward.

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OpenAlex - Filter OpenAlex for RCTs, meta-analyses and systematic reviews$0 · EV 0%

OpenAlex scholarly filtering post; unrelated to the target. - free public feed reference; no purchase or creator reward.

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OpenAlex - Trusted journal lists come to OpenAlex$0 · EV 0%

OpenAlex journal lists post; unrelated to Chrome extension popups. - free public feed reference; no purchase or creator reward.

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PostgreSQL - pgx-bm25 1.0: BM25 ranked full-text search as a native PostgreSQL index$0 · EV 0%

PostgreSQL BM25 extension news; unrelated to the popup question. - free public feed reference; no purchase or creator reward.

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PostgreSQL - pg_ivm 1.16 released$0 · EV 0%

pg_ivm release notes; unrelated to Chrome extension popups. - free public feed reference; no purchase or creator reward.

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Python Blog - Developer-in-Residence Update & Future (Python Language Summit 2026)$0 · EV 0%

Python developer-in-residence update; unrelated to the target. - free public feed reference; no purchase or creator reward.

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Python Blog - Python 3.16.0 alpha 1 is now available$0 · EV 0%

Python 3.16 alpha release; unrelated to Chrome extension popups. - free public feed reference; no purchase or creator reward.

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PyTorch - Bringing Elastically Deterministic Data Loading to TorchTitan with Zephon$0 · EV 0%

PyTorch data loading post; unrelated to the popup question. - free public feed reference; no purchase or creator reward.

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PyTorch - Bringing ExecuTorch to Arm Cortex-M CPUs$0 · EV 0%

PyTorch ExecuTorch on Arm Cortex-M is unrelated to Chrome extension popup closing behavior. - free public feed reference; no purchase or creator reward.

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Rust Blog - GitHub Actions leaking secrets when Miri output is cached$0 · EV 0%

Rust blog about GitHub Actions secret leaks is unrelated to Chrome extension popups. - free public feed reference; no purchase or creator reward.

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Rust Blog - Announcing Rust 1.99.1$0 · EV 0%

Rust 1.99.1 release notes have no bearing on Chrome extension popup lifecycle. - free public feed reference; no purchase or creator reward.

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Sebastian Raschka - Language Models for Text Classification: From Bag-of-Words to Jev$0 · EV 0%

ML text classification article is unrelated to the Chrome popup question. - free public feed reference; no purchase or creator reward.

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Spotify Engineering - Advancing Generative Recommendation Inference: our collaboration with NVIDIA on TensorRT LLM$0 · EV 0%

Spotify TensorRT LLM inference post is unrelated to Chrome extension popups. - free public feed reference; no purchase or creator reward.

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Stripe Blog - New ways for fintechs to move money and expand globally$0 · EV 0%

Stripe fintech payments post is unrelated to the target question. - free public feed reference; no purchase or creator reward.

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Supabase - Are Supabase docs agent-friendly? We didn't know, so we checked$0 · EV 0%

Supabase docs agent-friendliness post is unrelated to Chrome extension popup behavior. - free public feed reference; no purchase or creator reward.

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Supabase - Official Supabase extension for VS Code and GitHub Copilot$0 · EV 0%

Supabase VS Code extension post concerns a different extension subject, not Chrome popup closing. - free public feed reference; no purchase or creator reward.

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Tailscale - It's time to make your own RSS reader$0 · EV 0%

Tailscale RSS reader post is unrelated to the target. - free public feed reference; no purchase or creator reward.

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Vicki Boykis - Tagging my blog posts with BERTopic and LLMs$0 · EV 0%

BERTopic blog tagging post is unrelated to Chrome extension popups. - free public feed reference; no purchase or creator reward.

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Vicki Boykis - Bad code is kudzu$0 · EV 0%

Essay on code removal is unrelated to the popup closing question. - free public feed reference; no purchase or creator reward.

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vLLM - Serving Reflection Beam on vLLM from Day 0$0 · EV 0%

vLLM serving post is unrelated to Chrome extension popups. - free public feed reference; no purchase or creator reward.

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Wikimedia Diff - From Usernames to People: What My First WikiConference India Taught Me$0 · EV 0%

Wikimedia community conference post is unrelated to the target. - free public feed reference; no purchase or creator reward.

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Wikimedia Diff - From Mentoring to Belonging: My Road to Wiki Journey as a Mentor – ROAD TO WIKI COHORT 2$0 · EV 0%

Wikimedia mentoring post is unrelated to Chrome extension popup behavior. - free public feed reference; no purchase or creator reward.

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x402 - Linux Foundation Appoints Michael Hursta as Executive Director of the x402 Foundation$0 · EV 0%

x402 Foundation appointment post is unrelated to the target question. - free public feed reference; no purchase or creator reward.

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x402 - Introducing x402 V2: Evolving the Standard for Internet-native Payments$0 · EV 0%

x402 V2 payments standard post is unrelated to Chrome extension popups. - free public feed reference; no purchase or creator reward.

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Làm sao để ngăn popup của extension Chrome không tự ...$0 · EV 20%

Reddit thread about preventing popup from closing is tangential and less authoritative than the official Chrome doc already selected. - free public original-page READ selection (not a cache hit); no purchase or creator reward.

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Thêm cửa sổ bật lên - Chrome for Developers$0 · EV 40%

Vietnamese translation of the same Chrome add-popup page; redundant with the requested original already selected. - free public original-page READ selection (not a cache hit); no purchase or creator reward.

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Tìm hiểu Extension trên trình duyệt Chrome - Viblo$0 · EV 20%

Viblo overview of Chrome extensions is general and less direct than the official doc for the popup-closing question. - free public original-page READ selection (not a cache hit); no purchase or creator reward.

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How To Keep Google Chrome Extension Popup Open [2025 Full Guide]$0 · EV 10%

YouTube guide about keeping popups open is not the authoritative documentation for when popups close. - free public original-page READ selection (not a cache hit); no purchase or creator reward.

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How to make a Chrome Popup Extension - Connect to a content script or background page.$0 · EV 10%

YouTube tutorial on building a popup extension does not directly address popup closing conditions. - free public original-page READ selection (not a cache hit); no purchase or creator reward.

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Popup window - Chrome Web Store$0 · EV 5%

Đây là trang Chrome Web Store của một extension tên 'Popup window', không phải tài liệu developer.chrome.com về add-popup; không liên quan đến câu hỏi popup đóng khi nào. - free public original-page READ selection (not a cache hit); no purchase or creator reward.

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How to keep Google Chrome Extension popup open?$0 · EV 50%

Câu hỏi Stack Overflow về việc giữ popup extension mở có thể chứa thảo luận về hành vi đóng popup (mất focus, chuyển tab), hỗ trợ gián tiếp target 0; đọc miễn phí. - free public original-page READ selection (not a cache hit); no purchase or creator reward. — the claim-aware portfolio chose a stronger, less redundant set inside the 2-source attention and $0.000000 fetch-budget caps, so this proposal stays unspent.

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Cài đặt và quản lý tiện ích - Cửa hàng Chrome trực tuyến Trợ giúp$0 · EV 5%

Trang trợ giúp về cài đặt và quản lý tiện ích, không đề cập vòng đời popup của extension; khác chủ đề. - free public original-page READ selection (not a cache hit); no purchase or creator reward.

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How do I change the shape of popup.HTML in a Chrome ...$0 · EV 5%

Câu hỏi Quora về thay đổi hình dạng popup.HTML, không liên quan đến thời điểm popup đóng. - free public original-page READ selection (not a cache hit); no purchase or creator reward.

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Keryx owner release notes — first-party validation — Keryx extension 0.1.4.1$0.005 · EV 2%

Ghi chú phát hành của extension Keryx, không liên quan đến tài liệu Chrome add-popup hay hành vi đóng popup.

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Keryx Engineering (first-party) — Recovering a Keryx paid research job$0.002 · EV 2%

Tài liệu kỹ thuật Keryx về khôi phục job trả phí, không liên quan đến câu hỏi về popup extension đóng khi nào.

Fetch

READ https://developer.chrome.com/docs/extensions/develop/ui/add-popup - selected original public page, 0 USDC; not a cache hit.

Fetch

Read extracted public text from https://developer.chrome.com/docs/extensions/develop/ui/add-popup - S1; quote matching establishes source grounding, not fact verification.

Sufficiency

Sub-claim "Theo tài liệu Chrome Extensions về add-popup, popup của exte…": 100% covered by S1

Sufficiency

Đoạn S1 trả lời trực tiếp: popup tự động đóng khi người dùng chuyển focus tới phần bất kỳ của trình duyệt bên ngoài popup, và không có cách giữ popup mở sau khi người dùng click ra ngoài. Đây là toàn bộ phạm vi câu hỏi.

Sufficiency

Final check — "Theo tài liệu Chrome Extensions về add-popup, popup của exte…": 100% assessed by S1

Sufficiency

Final coverage assessment — Đoạn S1 trả lời trực tiếp: popup tự động đóng khi người dùng chuyển focus tới phần bất kỳ của trình duyệt bên ngoài popup, và không có cách giữ popup mở sau khi người dùng click ra ngoài. Đây là toàn bộ phạm vi câu hỏi.

Synthesize

Synthesizing a grounded answer from 1 source(s)…

Evidence

Relevance review returned; only checked excerpts can retain support, and review cannot raise it.

Evidence

Cung cấp 2 câu tóm tắt, mỗi câu gắn với một trích đoạn nguyên văn đã kiểm tra; chưa xác minh được tổng hợp đầy đủ.

Evidence

Source-matched public excerpt (no creator reward) — S1, research target 1, proposed support 100% (estimate, not entailment): “Popups automatically close when the user focuses on some portion of the browser outside of the popup.”

Evidence

Source-matched public excerpt (no creator reward) — S1, research target 1, proposed support 80% (estimate, not entailment): “There is no way to keep the popup open after the user has clicked away.”

Synthesize

Đã chuẩn bị tóm tắt có trích dẫn từng câu từ 1 nguồn

Verdict

Confidence: Moderate — Mỗi câu tóm tắt gắn với một trích đoạn nguyên văn và đã qua kiểm tra bằng mô hình; chưa xác minh tính đầy đủ hoặc tính đúng đắn độc lập. Đánh giá bằng chứng: 1 nguồn đã qua kiểm tra bằng chứng bao phủ mọi yêu cầu, nhưng mức xác nhận hoặc hỗ trợ vẫn hạn chế.

Attribute

chrome.com contributed 100% - free public reference; reward share withheld

Done

Done. Spent $0 across 0 confirmed/simulated payment(s) to creators.

Sign in with the original report owner to review its decisions.

Read checkpoints

Verify locally replays supported recorded query-local reserve, release, debit and hold decisions, attribution normalization and exact micro-USDC citation/author allocations. Model proposals and eligibility are asserted inputs. Query capacity is separate from signer exposure; verification does not establish funding, reward authority or settlement.

Economic families or records marked unavailable are not verified. Missing, fractional-micro or unsafe operands are never repaired; an empty family means no captured economic decision, not complete monetary coverage.

Query-local budget records
Recorded decisions can be replayed
Citation allocation records
Recorded decisions can be replayed
Author split records
Not captured

Model proposals and selected plan actions are recorded when available. Model generation is not replayed or expected to reproduce; verification checks only deterministic checkpoints.

Micro-USDC is shown only where the existing exact converter accepts the amount. Other monetary assertions are unavailable; numeric predicate replay preserves the recorded comparison.

Recorded checkpoint policy
ordinary-query-economics-v4
SHA-256 retained by this report
552ead8c0ee3dc2c1b8c5dd177f1adb07fa111678d6075c4051348018f20777b

Keep this digest separately from the downloaded sidecar. The offline audit command uses it as the expected digest.

Model proposal → selected plan → code checkpoint

BUY0
SKIP70
CACHE0
FREE1
ESCALATE0
UNKNOWN0

Latest terminal checkpoint outcome per recorded candidate; continuing checks and global stops are excluded. These are not settled purchases or quality scores.

Global stop checkpoints: 2 · Candidate rounds with continuing checks only: 0

CandidateRead roundModel proposedSelected planCheckpointCode resultReason / rule
600CACHECACHEselectionCONTINUEselected-plan
10SKIPSKIPselectionSKIPplan-skip
20SKIPSKIPselectionSKIPplan-skip
30SKIPSKIPselectionSKIPplan-skip
40SKIPSKIPselectionSKIPplan-skip
50SKIPSKIPselectionSKIPplan-skip
60SKIPSKIPselectionSKIPplan-skip
70SKIPSKIPselectionSKIPplan-skip
80SKIPSKIPselectionSKIPplan-skip
90SKIPSKIPselectionSKIPplan-skip
100SKIPSKIPselectionSKIPplan-skip
110SKIPSKIPselectionSKIPplan-skip
120SKIPSKIPselectionSKIPplan-skip
130SKIPSKIPselectionSKIPplan-skip
140SKIPSKIPselectionSKIPplan-skip
150SKIPSKIPselectionSKIPplan-skip
160SKIPSKIPselectionSKIPplan-skip
170SKIPSKIPselectionSKIPplan-skip
180SKIPSKIPselectionSKIPplan-skip
190SKIPSKIPselectionSKIPplan-skip
200SKIPSKIPselectionSKIPplan-skip
210SKIPSKIPselectionSKIPplan-skip
220SKIPSKIPselectionSKIPplan-skip
230SKIPSKIPselectionSKIPplan-skip
240SKIPSKIPselectionSKIPplan-skip
250SKIPSKIPselectionSKIPplan-skip
260SKIPSKIPselectionSKIPplan-skip
270SKIPSKIPselectionSKIPplan-skip
280SKIPSKIPselectionSKIPplan-skip
290SKIPSKIPselectionSKIPplan-skip
300SKIPSKIPselectionSKIPplan-skip
310SKIPSKIPselectionSKIPplan-skip
320SKIPSKIPselectionSKIPplan-skip
330SKIPSKIPselectionSKIPplan-skip
340SKIPSKIPselectionSKIPplan-skip
350SKIPSKIPselectionSKIPplan-skip
360SKIPSKIPselectionSKIPplan-skip
370SKIPSKIPselectionSKIPplan-skip
380SKIPSKIPselectionSKIPplan-skip
390SKIPSKIPselectionSKIPplan-skip
400SKIPSKIPselectionSKIPplan-skip
410SKIPSKIPselectionSKIPplan-skip
420SKIPSKIPselectionSKIPplan-skip
430SKIPSKIPselectionSKIPplan-skip
440SKIPSKIPselectionSKIPplan-skip
450SKIPSKIPselectionSKIPplan-skip
460SKIPSKIPselectionSKIPplan-skip
470SKIPSKIPselectionSKIPplan-skip
480SKIPSKIPselectionSKIPplan-skip
490SKIPSKIPselectionSKIPplan-skip
500SKIPSKIPselectionSKIPplan-skip
510SKIPSKIPselectionSKIPplan-skip
520SKIPSKIPselectionSKIPplan-skip
530SKIPSKIPselectionSKIPplan-skip
540SKIPSKIPselectionSKIPplan-skip
550SKIPSKIPselectionSKIPplan-skip
560SKIPSKIPselectionSKIPplan-skip
570SKIPSKIPselectionSKIPplan-skip
580SKIPSKIPselectionSKIPplan-skip
590SKIPSKIPselectionSKIPplan-skip
610SKIPSKIPselectionSKIPplan-skip
620SKIPSKIPselectionSKIPplan-skip
630SKIPSKIPselectionSKIPplan-skip
640SKIPSKIPselectionSKIPplan-skip
650SKIPSKIPselectionSKIPplan-skip
660SKIPSKIPselectionSKIPplan-skip
670CACHESKIPselectionSKIPplan-skip
680SKIPSKIPselectionSKIPplan-skip
690SKIPSKIPselectionSKIPplan-skip
700SKIPSKIPselectionSKIPplan-skip
710SKIPSKIPselectionSKIPplan-skip
600CACHECACHEduplicateCONTINUEduplicate
600CACHECACHEpublic-routeFREEpublic-channel
600CACHECACHEsufficiencySTOPsufficiency
Run context0——expansionSTOPexpansion

Try a different limit

Compare only recorded budget and attention checks. Later reads, model choices and a whole alternative answer are unknown. These controls never change a live policy or authorize a purchase.

Portable research receipt

Take the evidence trail with you

One deterministic JSON bundle binds the answer, visible decisions, exact article versions, claim evidence and a Circle-settlement snapshot under SHA-256. Retain the digest to detect later changes; the self-check is not a publisher or Keryx signature.

View JSON ↗Download
Manage question privacy

Recorded purchase outcomes

Recorded purchase outcomes are unavailable for this retained snapshot. No score or zero-cost success is inferred; the original report and receipt remain available.

Ask a follow-upNew dispatch · creators paid again

Carries this dispatch’s question as context — never its answer. The next dispatch is read from sources bought for it.

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