Archived dispatch

Theo bài Recovering a Keryx paid research job, private keys và payment signatures có được ghi vào journal không?

Lowconfidence— 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-v4-pro

§ IIThe reading1 cited
Lowconfidence— 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 chếdeep researchpreview plan 2/2 claimsportfolio 2/2 · evidence 50%

> ⚠ Độ tin cậy thấp — 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. Kết quả chưa hoàn chỉnh.

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 bài viết 'Recovering a Keryx paid research job', private keys có được ghi vào journal không?”

Theo bài viết, private keys không được ghi vào journal. Nguyên văn nguồn: “Private keys and payment signatures are not written into the journal.”

Yêu cầu nghiên cứu 2

Chủ đề yêu cầu (chưa xác minh): “Theo bài viết 'Recovering a Keryx paid research job', payment signatures có được ghi vào journal không?”

Theo bài viết, payment signatures không được ghi vào journal. Nguyên văn nguồn: “Private keys and payment signatures are not written into the journal.”

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.

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 bài viết 'Recovering a Keryx paid research job', private keys có được ghi vào journal không?”

    100% estimated
    “Private keys and payment signatures are not written into the journal.” [S1] Recovering a Keryx paid research job
  2. Requested topic (unverified): “Theo bài viết 'Recovering a Keryx paid research job', payment signatures có được ghi vào journal không?”

    100% estimated
    “Private keys and payment signatures are not written into the journal.” [S1] Recovering a Keryx paid research job
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 bài viết 'Recovering a Keryx paid research job', private keys có được ghi vào journal không?

    1 recorded excerpt remain.

    Inspect remaining excerpts

    “Private keys and payment signatures are not written into the journal.”

    S1 · Keryx Engineering (first-party) · Recovering a Keryx paid research job · version sha256:1763a291526f1ffa3c05f2b3a595be71be7607c76a91d866f1a9c9170ae9882e

  2. Theo bài viết 'Recovering a Keryx paid research job', payment signatures có được ghi vào journal không?

    1 recorded excerpt remain.

    Inspect remaining excerpts

    “Private keys and payment signatures are not written into the journal.”

    S1 · Keryx Engineering (first-party) · Recovering a Keryx paid research job · version sha256:1763a291526f1ffa3c05f2b3a595be71be7607c76a91d866f1a9c9170ae9882e

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] Recovering a Keryx paid research jobPublication: Keryx Engineering (first-party)Published: 2026-09-08T00:00:00.000Z
Theo bài viết 'Recovering a Keryx paid research job', private keys có được ghi vào journal không?Recorded excerpt
Inspect 1 excerpt
Private keys and payment signatures are not written into the journal.
Theo bài viết 'Recovering a Keryx paid research job', payment signatures có được ghi vào journal không?Recorded excerpt
Inspect 1 excerpt
Private keys and payment signatures are not written into the journal.

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

Helpful?

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Spent$0.025
To creators100%
Decisions0 bought · 2 cached · 50 skipped
llm:deepseek:deepseek-v4-prolive on Arc mainnet
Decision log · 79 steps
§ IThe decision$0.025 settled / $0.05
50%$0.025 under cap
Decompose

Breaking down: "Theo bài Recovering a Keryx paid research job, private keys và payment signatures có được ghi vào journal không?"

Decompose

Identified 2 research target(s) to investigate; these are not established facts

Decompose

Deep mode: up to 4 paid/cached/public reads plus one bounded gap-expansion pass when needed.

Discover

Web search: 3/3 planned queries attempted, 2 succeeded, 20 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 source(s) and 50 free public reference(s)

Pre-check

Claim-aware portfolio (exhaustive; bounded selection, not a claim of global optimality) selected 2/2 positive proposal(s): 2 free/cache selections + 0 paid fresh selections, predicting 2/2 claim(s) above the evidence floor with $0.000000/$0.025000 fetch USDC reserved.

Pre-check

Free-preview pre-check maps an actionable source to every sub-claim (2/2); paid reading may proceed within the budget.

DecideCACHE
Keryx Engineering (first-party) — Recovering a Keryx paid research job$0.002 · EV 95%

Direct first-party article 'Recovering a Keryx paid research job' explicitly covers journaling a purchase and resuming without signing a second payment; likely answers both targets. — selected for the claim-aware evidence portfolio (targets claims 1, 2; 0 fetch USDC, 1 attention slot).

DecideCACHE
Privacy — Keryx · Keryx$0 · EV 80%

Keryx privacy page directly discusses journal contents, including saved question and signature, likely answers whether private keys and payment signatures are journaled. - free public original-page READ selection (not a cache hit); no purchase or creator reward. — selected for the claim-aware evidence portfolio (targets claims 1, 2; 0 fetch USDC, 1 attention slot).

DecideSKIP
arXiv - Fair Moderation, Equitable Access, and AI: arXiv’s Updated Rate Limit Policy$0 · EV 0%

Article is about arXiv rate limit policy, unrelated to Keryx paid research job, private keys, or payment signatures. - free public feed reference; no purchase or creator reward.

DecideSKIP
Bank for International Settlements - Chasing El Dorado: gold under shifting geopolitical and financial conditions$0 · EV 0%

BIS paper on gold prices and geopolitics, no connection to Keryx or journaling of keys/signatures. - free public feed reference; no purchase or creator reward.

DecideSKIP
Chip Huyen - Agents$0 · EV 0%

General article on AI agents, not about Keryx or journaling of private keys/payment signatures. - free public feed reference; no purchase or creator reward.

DecideSKIP
Cloudflare Workers - How we rebuilt Cloudflare Workers’ module registry for Node.js compatibility$0 · EV 0%

Cloudflare Workers module registry rebuild, unrelated to Keryx paid research job. - free public feed reference; no purchase or creator reward.

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

Creative Commons heritage roundtable, no relevance to Keryx or journaling. - free public feed reference; no purchase or creator reward.

DecideSKIP
Google DeepMind - Advancing Private AI Compute with secure, server-side memory$0 · EV 0%

DeepMind private AI compute memory, unrelated to Keryx or payment signatures. - free public feed reference; no purchase or creator reward.

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

DOAJ open access advocate interview, no connection to Keryx. - free public feed reference; no purchase or creator reward.

DecideSKIP
Docker - Meet the Ecosystem: Partners and Customers at WeAreDevelopers with Docker$0 · EV 0%

Docker ecosystem event, unrelated to Keryx paid research job. - free public feed reference; no purchase or creator reward.

DecideSKIP
DuckDB - A DuckDB Database with No Data in It$0 · EV 0%

DuckDB view-only mode, no relevance to Keryx or journaling. - free public feed reference; no purchase or creator reward.

DecideSKIP
Eugene Yan - How to Work and Compound with AI$0 · EV 0%

Eugene Yan on working with AI, not about Keryx or journaling. - free public feed reference; no purchase or creator reward.

DecideSKIP
The Go Blog - Go 1.27 is released$0 · EV 0%

Go 1.27 release notes, unrelated to Keryx. - free public feed reference; no purchase or creator reward.

DecideSKIP
Google Research - Toward provably private learning from federated data$0 · EV 0%

Google Research federated learning privacy, no connection to Keryx. - free public feed reference; no purchase or creator reward.

DecideSKIP
Lilian Weng - LLM Powered Autonomous Agents$0 · EV 0%

Lilian Weng on LLM agents, unrelated to Keryx paid research job. - free public feed reference; no purchase or creator reward.

DecideSKIP
Microsoft Research - One year in: How Microsoft Research Asia – Singapore is advancing research, partnership and talent for real-world impact$0 · EV 0%

Microsoft Research Asia Singapore update, no relevance to Keryx. - free public feed reference; no purchase or creator reward.

DecideSKIP
Netlify - Compete in OpenAI’s WebMCP Challenge with Netlify$0 · EV 0%

Netlify WebMCP challenge, unrelated to Keryx or journaling. - free public feed reference; no purchase or creator reward.

DecideSKIP
Ollama - Ollama now supports Jev-style decision models$0 · EV 0%

Ollama Jev-style decision models, no connection to Keryx. - free public feed reference; no purchase or creator reward.

DecideSKIP
OpenAI Developers - OpenAI Developers plugin$0 · EV 0%

OpenAI Developers plugin guide, unrelated to Keryx. - free public feed reference; no purchase or creator reward.

DecideSKIP
OpenAlex - A major cleanup of journal records in OpenAlex$0 · EV 0%

OpenAlex journal records cleanup, no relevance to Keryx. - free public feed reference; no purchase or creator reward.

DecideSKIP
PostgreSQL - 2026-10-07: PostgreSQL JDBC 42.7.14 Security update for multiple CVE's$0 · EV 0%

PostgreSQL JDBC security update, unrelated to Keryx. - free public feed reference; no purchase or creator reward.

DecideSKIP
PyTorch - New Pathway to PyTorch Certified Associate (PTCA) Certification$0 · EV 0%

PyTorch certification pathway, no connection to Keryx. - free public feed reference; no purchase or creator reward.

DecideSKIP
Rust Blog - Announcing Rust 1.99.0$0 · EV 0%

Rust 1.99.0 announcement, unrelated to Keryx. - free public feed reference; no purchase or creator reward.

DecideSKIP
Sebastian Raschka - Focusing on Post-Training$0 · EV 0%

Sebastian Raschka on post-training, no relevance to Keryx. - free public feed reference; no purchase or creator reward.

DecideSKIP
Spotify Engineering - Introducing: Spotify Technology. Proven at Spotify, now yours.$0 · EV 0%

Spotify Technology introduction, unrelated to Keryx. - free public feed reference; no purchase or creator reward.

DecideSKIP
Stripe Blog - OUSD is now the default stablecoin on Stripe$0 · EV 0%

Stripe OUSD stablecoin, no connection to Keryx or journaling. - free public feed reference; no purchase or creator reward.

DecideSKIP
Supabase - Getting started with the Supabase .NET SDK$0 · EV 0%

Supabase .NET SDK guide, unrelated to Keryx. - free public feed reference; no purchase or creator reward.

DecideSKIP
Tailscale - Your agent, your network: How Meta’s Muse agent works with Tailscale$0 · EV 0%

Tailscale Meta Muse agent, no relevance to Keryx. - free public feed reference; no purchase or creator reward.

DecideSKIP
Vicki Boykis - NASA Elements of Engineering Excellence$0 · EV 0%

Vicki Boykis on NASA engineering excellence, unrelated to Keryx. - free public feed reference; no purchase or creator reward.

DecideSKIP
vLLM - Taking vLLM Apart: A Practical Guide to Disaggregated Serving$0 · EV 0%

vLLM serving guide unrelated to Keryx paid research job recovery or journal contents. - free public feed reference; no purchase or creator reward.

DecideSKIP
Wikimedia Diff - Inaugural Wikimedia Kimaragang Online Meetup: Strengthening Community, Empowering Digital Knowledge$0 · EV 0%

Wikimedia community meetup unrelated to Keryx journal or payment signatures. - free public feed reference; no purchase or creator reward.

DecideSKIP
x402 - Linux Foundation Announces Operational Launch of x402 Foundation to Standardize Internet-Native Payments for AI Agents and Applications$0 · EV 0%

x402 Foundation announcement unrelated to Keryx recovery article. - free public feed reference; no purchase or creator reward.

DecideSKIP
Pay for Research Paper and Get 100% Privacy Guarantee$0 · EV 0%

Essay writing service page unrelated to Keryx journal or payment signatures. - free public original-page READ selection (not a cache hit); no purchase or creator reward.

DecideSKIP
Hacker Uses Compromised API Keys to Steal $25M from Kronos Research • Disaster Recovery Journal$0 · EV 0%

Kronos Research API key theft article unrelated to Keryx journal. - free public original-page READ selection (not a cache hit); no purchase or creator reward.

DecideSKIP
Submit a Manuscript – The JFR$0 · EV 0%

Journal of Financial Research submission page unrelated to Keryx. - free public original-page READ selection (not a cache hit); no purchase or creator reward.

DecideSKIP
Tôi mở tài khoản Coinbase từ nhiều năm trước rồi... làm ...$0 · EV 0%

Reddit thread about Coinbase private keys unrelated to Keryx journal. - free public original-page READ selection (not a cache hit); no purchase or creator reward.

DecideSKIP
How to Cite and Reference in Research Papers and Journal Articles: 5 tips you need to cite$0 · EV 0%

YouTube citation tutorial unrelated to Keryx. - free public original-page READ selection (not a cache hit); no purchase or creator reward.

DecideSKIP
Private key encryption and recovery in blockchain$0 · EV 0%

Arxiv paper on blockchain private key recovery unrelated to Keryx journal. - free public original-page READ selection (not a cache hit); no purchase or creator reward.

DecideSKIP
Hello community! If I hired a research assistant for my$0 · EV 0%

Facebook post about research assistant co-authorship unrelated to Keryx. - free public original-page READ selection (not a cache hit); no purchase or creator reward.

DecideSKIP
Technically speaking, how are transactions recovered with ...$0 · EV 0%

Bitcoin StackExchange transaction recovery unrelated to Keryx journal. - free public original-page READ selection (not a cache hit); no purchase or creator reward.

DecideSKIP
What happens in a research publication? Are we supposed ...$0 · EV 0%

Quora question about research publication payments unrelated to Keryx. - free public original-page READ selection (not a cache hit); no purchase or creator reward.

DecideSKIP
(PDF) Private key encryption and recovery in blockchain$0 · EV 0%

ResearchGate paper on blockchain key recovery unrelated to Keryx journal. - free public original-page READ selection (not a cache hit); no purchase or creator reward.

DecideSKIP
Cash Receipts Journal (CRJ) | Explained with Examples$0 · EV 0%

Accounting cash receipts journal video unrelated to Keryx. - free public original-page READ selection (not a cache hit); no purchase or creator reward.

DecideSKIP
Reminisce: Blockchain Private Key Generation and ...$0 · EV 0%

MDPI paper on blockchain private key recovery unrelated to Keryx journal. - free public original-page READ selection (not a cache hit); no purchase or creator reward.

DecideSKIP
Citing a Journal Article - MLA Guide - SCC Research Guides at Spartanburg Community College$0 · EV 0%

MLA citation guide unrelated to Keryx. - free public original-page READ selection (not a cache hit); no purchase or creator reward.

DecideSKIP
How to read public and private keys from key storage ...$0 · EV 0%

StackOverflow question about key storage in jobs unrelated to Keryx journal. - free public original-page READ selection (not a cache hit); no purchase or creator reward.

DecideSKIP
How to get pay for publishing articles - Payment Options$0 · EV 0%

Forex journal payment options page unrelated to Keryx. - free public original-page READ selection (not a cache hit); no purchase or creator reward.

DecideSKIP
Ledger Recovery Key FAQ$0 · EV 0%

Ledger Recovery Key FAQ unrelated to Keryx journal. - free public original-page READ selection (not a cache hit); no purchase or creator reward.

DecideSKIP
How to Properly Cite a Research Paper$0 · EV 0%

Citation guide unrelated to Keryx. - free public original-page READ selection (not a cache hit); no purchase or creator reward.

DecideSKIP
Job key | Graphile Worker$0 · EV 0%

Graphile Worker job key docs unrelated to Keryx journal. - free public original-page READ selection (not a cache hit); no purchase or creator reward.

DecideSKIP
Why Do Academic Publishers Reap the Financial Rewards ...$0 · EV 0%

ResearchGate discussion on academic publishing compensation unrelated to Keryx. - free public original-page READ selection (not a cache hit); no purchase or creator reward.

DecideSKIP
Keryx owner release notes — first-party validation — Keryx v0.27.61$0.005 · EV 40%

Keryx release notes mention private-safe records and audit, but excerpt does not clearly address journaling of private keys or payment signatures; cached and low cost, may contain relevant details. — cached content is free, but this read does not clear the attention gate (EV 0.40, minimum 0.45, with a required claim target).

Fetch

Agent spend wallet ready: 0x9e88d16c3ecb07b9e84df13ef38dd6b673bd285c (balance sufficient)

Fetch

Reused cached Keryx Engineering (first-party) — Recovering a Keryx paid research job (free) — S1

Fetch

READ Privacy — Keryx · Keryx - selected original public page, 0 USDC; not a cache hit.

Fetch

Read extracted public text from https://keryx.cc/privacy - S2; quote matching establishes source grounding, not fact verification.

Re-evaluate

Sub-claim "Theo bài viết 'Recovering a Keryx paid research job', privat…": 100% covered by S1 — S1 explicitly states: 'Private keys and payment signatures are not written into the journal.' This directly answers that private keys are not written into the journal.

Re-evaluate

Sub-claim "Theo bài viết 'Recovering a Keryx paid research job', paymen…": 100% covered by S1 — S1 explicitly states: 'Private keys and payment signatures are not written into the journal.' This directly answers that payment signatures are not written into the journal.

Re-evaluate

Both sub-claims are fully covered by S1 with direct explicit statements. No additional sources are needed.

Sufficiency

Final check — "Theo bài viết 'Recovering a Keryx paid research job', privat…": 100% assessed by S1

Sufficiency

Final check — "Theo bài viết 'Recovering a Keryx paid research job', paymen…": 100% assessed by S1

Sufficiency

Final coverage assessment — S1 is the first-party article 'Recovering a Keryx paid research job'. Its passage explicitly states: 'Private keys and payment signatures are not written into the journal.' This directly answers both sub-claims. S2 is a privacy page excerpt that mentions a browser journal and signatures but does not address private keys or payment signatures in the context of the recovery article. Therefore, S1 fully covers both sub-claims.

Synthesize

Synthesizing a grounded answer from 2 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 reward-eligible excerpt — S1, research target 1, proposed support 100% (estimate, not entailment): “Private keys and payment signatures are not written into the journal.”

Evidence

Source-matched reward-eligible excerpt — S1, research target 2, proposed support 100% (estimate, not entailment): “Private keys and payment signatures are not written into the journal.”

Synthesize

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

Verdict

Confidence: Low — 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

Keryx Engineering (first-party) contributed 100% - reward $0.025

Settle

Settled $0.025 citation reward → 0x3d609eF127094624cC434aAd5A9fAcA0851dAa2D (990bdce0-b…)

Done

Done. Spent $0.025 across 1 confirmed/simulated payment(s) to creators.

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

Read checkpoints

Read checkpoint evidence is unavailable for this report. Historical, private and unsupported native runs are not reconstructed.

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.

Manage question privacy

Recorded purchase outcomes

Did the exact article versions bought for this answer appear in its citations? This view scores retained BUY decisions against payment observations recorded in the same dispatch trace.

Recorded settlement bookkeeping only; Circle and chain settlement have not been independently rechecked here.

This is a partial retained trace sample, not a full payment ledger. An absent matching payment does not prove that no payment occurred; excluded and unconfirmed costs remain unknown.

Recorded network
eip155:5042
Dispatch recorded at
2026-10-13T18:01:37.913Z

Participant cohort: unknown. No outside-customer usage is inferred.

0 scored exact-version purchases from 0 recorded BUY decisions; 0 BUY decisions unscored. 1 of 1 trace payment observations excluded.

Each unique source + item + content version with positive matching recorded settled access counts once. Duplicate BUYs, missing identities, zero/unconfirmed access and incompatible payment observations cannot create a scored purchase. CACHE and SKIP decisions are outside this sample.

Exact-version citation hit rate
Unmeasured

No scored purchases; the hit rate is unmeasured.

Recorded access cost of uncited purchases
Unmeasured

Counts only scored purchases. Descriptive access cost, not causal regret or proof that the purchase was useless.

Predicted value and observed citations

Bins compare the recorded predicted value with citation occurrence in this one dispatch. Small samples do not validate a probability model.

Value bandPurchasesPredicted mean (0–1)Citation rate
0–0.20UnmeasuredUnmeasured
0.2–0.40UnmeasuredUnmeasured
0.4–0.60UnmeasuredUnmeasured
0.6–0.80UnmeasuredUnmeasured
0.8–10UnmeasuredUnmeasured

Missed value, cost per supported claim, budget alternatives and counterfactual outcomes are unmeasured. No extra reading or learning was performed.

Exact receipt still current

1 exact cited article version still match Keryx's current index. The source cited here has published nothing new since this dispatch settled.

Inspect machine-readable audit

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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