KERYX
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Archived dispatch

I need to brief a teammate on payment evidence when research delivery fails. What are the two or three facts I should lead with?

Lowconfidence— Each summary sentence is tied to a verbatim excerpt and model-checked; completeness and independent factual correctness remain unverified. Evidence assessment: 1 evidence-verified source cover every sub-claim, but corroboration or support strength is limited

· llm:deepseek:deepseek-v4-pro

§ IIThe reading1 cited
Lowconfidence— Each summary sentence is tied to a verbatim excerpt and model-checked; completeness and independent factual correctness remain unverified. Evidence assessment: 1 evidence-verified source cover every sub-claim, but corroboration or support strength is limiteddeep researchpreview plan 2/2 claimsportfolio 2/2 · evidence 50%

> ⚠ Low confidence — Each summary sentence is tied to a verbatim excerpt and model-checked; completeness and independent factual correctness remain unverified. Evidence assessment: 1 evidence-verified source cover every sub-claim, but corroboration or support strength is limited. Treat this as provisional.

Model-written summary with sentence-level citations. Each sentence is followed by the verbatim source text it was checked against; sentences without a qualifying excerpt were removed.

Research target 1

Requested topic (unverified): “What are the key facts about payment evidence when research delivery fails that should be communicated to a teammate?”

Payment evidence and content delivery remain separate. Source text: “Payment evidence and content delivery remain separate.”

An unknown order or expired authorization does not prove that a payment failed. Source text: “An unknown order or expired authorization does not prove that a payment failed.”

Research target 2

Requested topic (unverified): “What are the most important two or three facts to lead with in a briefing on payment evidence when research delivery fails?”

Source excerpts:

  • “Payment evidence and content delivery remain separate.”
  • “An unknown order or expired authorization does not prove that a payment failed.”

Summary sentences are model-written and model-checked, not independently verified; they claim no more than their excerpts and are not a complete synthesis. Excerpts establish source grounding, not that a source is correct. Source statements may be wrong or conflicting. Payment states remain in the separate receipt.

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): “What are the key facts about payment evidence when research delivery fails that should be communicated to a teammate?”

    90% estimated
    “Payment evidence and content delivery remain separate.” [S1] Recovering a Keryx paid research job
    “An unknown order or expired authorization does not prove that a payment failed.” [S1] Recovering a Keryx paid research job

  2. Requested topic (unverified): “What are the most important two or three facts to lead with in a briefing on payment evidence when research delivery fails?”

    90% estimated
    “Payment evidence and content delivery remain separate.” [S1] Recovering a Keryx paid research job
    “An unknown order or expired authorization does not prove that a payment failed.” [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. What are the key facts about payment evidence when research delivery fails that should be communicated to a teammate?

    2 recorded excerpts remain.

    Inspect remaining excerpts

    “Payment evidence and content delivery remain separate.”

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

    “An unknown order or expired authorization does not prove that a payment failed.”

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

  2. What are the most important two or three facts to lead with in a briefing on payment evidence when research delivery fails?

    2 recorded excerpts remain.

    Inspect remaining excerpts

    “Payment evidence and content delivery remain separate.”

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

    “An unknown order or expired authorization does not prove that a payment failed.”

    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
What are the key facts about payment evidence when research delivery fails that should be communicated to a teammate?Recorded excerpt
Inspect 2 excerpts
Payment evidence and content delivery remain separate.
An unknown order or expired authorization does not prove that a payment failed.
What are the most important two or three facts to lead with in a briefing on payment evidence when research delivery fails?Recorded excerpt
Inspect 2 excerpts
Payment evidence and content delivery remain separate.
An unknown order or expired authorization does not prove that a payment failed.

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$0.03
To creators100%
Decisions1 bought · 1 cached · 54 skipped
llm:deepseek:deepseek-v4-prolive on Arc mainnet
Decision log · 86 steps
§ IThe decision$Amount unavailable settled / $0.05
60%$0.02 under cap
Decompose

Breaking down: "I need to brief a teammate on payment evidence when research delivery fails. What are the two or three facts I should lead with?"

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, 3 succeeded, 24 public page previews/leads, 0 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 54 free public reference(s)

Pre-check

Claim-aware portfolio (exhaustive; bounded selection, not a claim of global optimality) selected 2/2 positive proposal(s): 1 free/cache selections + 1 paid fresh selections, predicting 2/2 claim(s) above the evidence floor with $0.005000/$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 80%

Cached first-party documentation on recovering a Keryx paid research job, directly relevant to payment evidence when research delivery fails. — selected for the claim-aware evidence portfolio (targets claims 1, 2; 0 fetch USDC, 1 attention slot).

DecideBUY
Keryx owner release notes — first-party validation — Keryx v0.27.55$0.005 · EV 60%

Official Keryx release notes may mention fixes related to research delivery and payment evidence, but preview is abstract and not conclusive. Worth inspecting for potential relevance to targets. — selected for the claim-aware evidence portfolio (targets claims 1, 2; $0.005000 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's rate limit policy, unrelated to payment evidence or research delivery failure. - 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%

Article is about gold prices and geopolitical risks, unrelated to payment evidence or research delivery failure. - free public feed reference; no purchase or creator reward.

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

Article is about open source AI tools, unrelated to payment evidence or research delivery failure. - 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%

Article is about Cloudflare Workers module registry, unrelated to payment evidence or research delivery failure. - 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%

Article is about open heritage roundtable, unrelated to payment evidence or research delivery failure. - free public feed reference; no purchase or creator reward.

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

Article is about private AI compute, unrelated to payment evidence or research delivery failure. - 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%

Article is about open access advocacy, unrelated to payment evidence or research delivery failure. - free public feed reference; no purchase or creator reward.

DecideSKIP
Docker - 6 Benefits of Sandbox Environments (and How Docker Sandboxes Delivers Them)$0 · EV 0%

Article is about sandbox environments, unrelated to payment evidence or research delivery failure. - free public feed reference; no purchase or creator reward.

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

Article is about DuckDB view-only mode, unrelated to payment evidence or research delivery failure. - free public feed reference; no purchase or creator reward.

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

Article is about working with AI, unrelated to payment evidence or research delivery failure. - free public feed reference; no purchase or creator reward.

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

Article is about Go 1.27 release, unrelated to payment evidence or research delivery failure. - free public feed reference; no purchase or creator reward.

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

Article is about federated learning privacy, unrelated to payment evidence or research delivery failure. - free public feed reference; no purchase or creator reward.

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

Article is about LLM agents, unrelated to payment evidence or research delivery failure. - free public feed reference; no purchase or creator reward.

DecideSKIP
Microsoft Research - Introducing Quine: An AI research system designed for the complexity of biology$0 · EV 0%

Article is about AI for biology, unrelated to payment evidence or research delivery failure. - free public feed reference; no purchase or creator reward.

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

Article is about OpenAI WebMCP Challenge, unrelated to payment evidence or research delivery failure. - free public feed reference; no purchase or creator reward.

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

Article is about decision models, unrelated to payment evidence or research delivery failure. - free public feed reference; no purchase or creator reward.

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

Article is about OpenAI Developers plugin, unrelated to payment evidence or research delivery failure. - free public feed reference; no purchase or creator reward.

DecideSKIP
OpenAlex - Should OpenAlex publish a novelty score? A vibe check$0 · EV 0%

Article is about novelty scores, unrelated to payment evidence or research delivery failure. - 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%

Article is about PostgreSQL JDBC security update, unrelated to payment evidence or research delivery failure. - free public feed reference; no purchase or creator reward.

DecideSKIP
PyTorch - Evolution of the PyTorch Media Processing Landscape$0 · EV 0%

Article is about PyTorch media processing, unrelated to payment evidence or research delivery failure. - free public feed reference; no purchase or creator reward.

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

Article is about Rust 1.99.0 release, unrelated to payment evidence or research delivery failure. - free public feed reference; no purchase or creator reward.

DecideSKIP
Sebastian Raschka - Two Live Book Club Q&As on September 3$0 · EV 0%

Article is about book club Q&As, unrelated to payment evidence or research delivery failure. - free public feed reference; no purchase or creator reward.

DecideSKIP
Spotify Engineering - AI Changed How Spotify Builds. What We Learned (and Fixed) About Quality at Higher Velocity$0 · EV 0%

Article is about AI and quality at Spotify, unrelated to payment evidence or research delivery failure. - free public feed reference; no purchase or creator reward.

DecideSKIP
Stripe Blog - What Stripe data shows about fraud at AI startups$0 · EV 0%

Article is about fraud at AI startups, unrelated to payment evidence or research delivery failure. - free public feed reference; no purchase or creator reward.

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

Article is about Supabase .NET SDK, unrelated to payment evidence or research delivery failure. - free public feed reference; no purchase or creator reward.

DecideSKIP
Tailscale - Codex Cloud shipped with Tailscale support. Nobody told us.$0 · EV 0%

Article is about Tailscale support in Codex Cloud, unrelated to payment evidence or research delivery failure. - free public feed reference; no purchase or creator reward.

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

Article is about NASA engineering excellence, unrelated to payment evidence or research delivery failure. - free public feed reference; no purchase or creator reward.

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

Topic is vLLM disaggregated serving, unrelated to payment evidence or research delivery failure. - 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%

Topic is Wikimedia community meetup, unrelated to payment evidence or research delivery failure. - 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%

Topic is x402 protocol launch, unrelated to payment evidence or research delivery failure. - free public feed reference; no purchase or creator reward.

DecideSKIP
closing the gap between research evidence and real-world ...$0 · EV 0%

Topic is gap between research evidence and implementation in clinical/public health, unrelated to payment evidence or research delivery failure. - free public original-page READ selection (not a cache hit); no purchase or creator reward.

DecideSKIP
Internal Comms Are Failing: 2026 Engagement Data$0 · EV 0%

Topic is internal communications failure, unrelated to payment evidence or research delivery failure. - free public original-page READ selection (not a cache hit); no purchase or creator reward.

DecideSKIP
Payment Considerations | Human & Animal Research Compliance$0 · EV 0%

Topic is participant payment in human research, not payment evidence for research delivery failure. - free public original-page READ selection (not a cache hit); no purchase or creator reward.

DecideSKIP
Relative Pay Comparisons in the Workplace: Field Evidence on Effort and Labor Supply | NBER$0 · EV 0%

Topic is relative pay comparisons in workplace, unrelated to payment evidence or research delivery failure. - free public original-page READ selection (not a cache hit); no purchase or creator reward.

DecideSKIP
Paying Research Participants: Regulatory Uncertainty, Conceptual Confusion, and a Path Forward$0 · EV 0%

Topic is paying research participants, not payment evidence for research delivery failure. - free public original-page READ selection (not a cache hit); no purchase or creator reward.

DecideSKIP
How To Write an Effective Research Brief | IFF Research$0 · EV 0%

Topic is writing research briefs, unrelated to payment evidence or research delivery failure. - free public original-page READ selection (not a cache hit); no purchase or creator reward.

DecideSKIP
NIH Requests Feedback on Clinical Research Participant ...$0 · EV 0%

Topic is NIH feedback on clinical research participant policy, unrelated to payment evidence or research delivery failure. - free public original-page READ selection (not a cache hit); no purchase or creator reward.

DecideSKIP
15 Payment Failure Templates to Keep Revenue Flowing$0 · EV 0%

Topic is payment failure templates for businesses, not payment evidence for research delivery failure. - free public original-page READ selection (not a cache hit); no purchase or creator reward.

DecideSKIP
Payments System Research Briefings - Federal Reserve Bank of Kansas City$0 · EV 0%

Topic is payments system research briefings, unrelated to payment evidence or research delivery failure. - free public original-page READ selection (not a cache hit); no purchase or creator reward.

DecideSKIP
Participant Payment in Clinical Research: Where Good Intentions Meet Real-World Friction | WCG$0 · EV 0%

Topic is participant payment in clinical research, not payment evidence for research delivery failure. - free public original-page READ selection (not a cache hit); no purchase or creator reward.

DecideSKIP
Payment Failed Email Examples That Actually Win ...$0 · EV 0%

Topic is payment failed email examples, not payment evidence for research delivery failure. - free public original-page READ selection (not a cache hit); no purchase or creator reward.

DecideSKIP
Paying Research Participants: The Outsized Influence of “Undue Influence”$0 · EV 0%

Topic is paying research participants and undue influence, not payment evidence for research delivery failure. - free public original-page READ selection (not a cache hit); no purchase or creator reward.

DecideSKIP
United States University - Compensating Research Participants$0 · EV 0%

Topic is compensating research participants, not payment evidence for research delivery failure. - free public original-page READ selection (not a cache hit); no purchase or creator reward.

DecideSKIP
B2B Payments: A Gradual Shift from Checks to Electronic Payment Methods$0 · EV 0%

Topic is B2B payments shift from checks, unrelated to payment evidence or research delivery failure. - free public original-page READ selection (not a cache hit); no purchase or creator reward.

DecideSKIP
The True Impact of Failed Payments Report | Payments Efficiency$0 · EV 0%

Topic is failed payments in financial institutions, not payment evidence for research delivery failure. - free public original-page READ selection (not a cache hit); no purchase or creator reward.

DecideSKIP
Federal Rules of Evidence$0 · EV 0%

Topic is Federal Rules of Evidence, unrelated to payment evidence or research delivery failure. - free public original-page READ selection (not a cache hit); no purchase or creator reward.

DecideSKIP
Payment Failure: Causes & How to Prevent It | Paystand$0 · EV 0%

Topic is payment failure causes and prevention, not payment evidence for research delivery failure. - free public original-page READ selection (not a cache hit); no purchase or creator reward.

DecideSKIP
Next Steps in the Evidence and Innovation Agenda$0 · EV 0%

Topic is evidence and innovation agenda, unrelated to payment evidence or research delivery failure. - free public original-page READ selection (not a cache hit); no purchase or creator reward.

DecideSKIP
Northwest AHEC Course Catalog$0 · EV 0%

Topic is AHEC course catalog, unrelated to payment evidence or research delivery failure. - free public original-page READ selection (not a cache hit); no purchase or creator reward.

DecideSKIP
Why Payments Fail: Causes, Decline Codes & Fixes$0 · EV 0%

Article about why online payments fail and how to recover lost revenue, not about payment evidence when research delivery fails. Different subject. - free public original-page READ selection (not a cache hit); no purchase or creator reward.

DecideSKIP
Late payments research: understanding variations in payment performance and practices across business sectors and sizes (HTML executive summary) - GOV.UK$0 · EV 0%

Government research on late payments across business sectors, unrelated to payment evidence for failed research delivery. - free public original-page READ selection (not a cache hit); no purchase or creator reward.

DecideSKIP
American Medical Association | Medical News | News for Doctors$0 · EV 0%

AMA medical news homepage, no relevance to payment evidence when research delivery fails. - free public original-page READ selection (not a cache hit); no purchase or creator reward.

DecideSKIP
Learn About the Anatomy of a Payment$0 · EV 0%

Explains the anatomy of a payment transaction, not evidence of payment when research delivery fails. - free public original-page READ selection (not a cache hit); no purchase or creator reward.

DecideSKIP
Everything You Need to Know about Research Cash ...$0 · EV 0%

PDF about research cash advances for compensating participants, not about payment evidence when delivery fails. - free public original-page READ selection (not a cache hit); no purchase or creator reward.

Fetch

Agent spend wallet ready: 0x9e88d16c3ecb07b9e84df13ef38dd6b673bd285c (balance sufficient)

Fetch

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

Fetch

Paying $0.005 toll to read Keryx owner release notes — first-party validation — Keryx v0.27.55…

Fetch

Paid $0.005 to Keryx owner release notes — first-party validation — Keryx v0.27.55 (settled a052c27c-5…) — S2

Sufficiency

Sub-claim "What are the key facts about payment evidence when research …": 100% covered by S1

Sufficiency

Sub-claim "What are the most important two or three facts to lead with …": 100% covered by S1

Sufficiency

The question asks for two or three key facts about payment evidence when research delivery fails. S1 provides direct first-party statements: payment evidence and content delivery are separate; a retained success response with a Circle reference is labeled seller-reported settlement; an unknown order or expired authorization does not prove payment failed; deleting the journal and buying again can create a second debit; a completed job means execution finished, not that the answer was adequately supported; the service receipt reports evidence coverage separately. These directly answer the briefing need. S2 is release notes and does not address payment evidence or delivery failure.

Re-evaluate

All sub-claims already well-covered (sufficiency passed with 0 gaps) — skipping re-evaluation to save latency.

Sufficiency

Final check — "What are the key facts about payment evidence when research …": 100% assessed by S1

Sufficiency

Final check — "What are the most important two or three facts to lead with …": 100% assessed by S1

Sufficiency

Final coverage assessment — The question asks for two or three key facts about payment evidence when research delivery fails. S1 provides direct first-party statements: payment evidence and content delivery are separate; a retained success response with a Circle reference is labeled seller-reported settlement; an unknown order or expired authorization does not prove payment failed; deleting the journal and buying again can create a second debit; a completed job means execution finished, not that the answer was adequately supported; the service receipt reports evidence coverage separately. These directly answer the briefing need. S2 is release notes and does not address payment evidence or delivery failure.

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

Delivering 2 summary sentence(s), each tied to one checked verbatim excerpt; complete synthesis remains unverified.

Evidence

Source-matched reward-eligible excerpt — S1, research target 1, proposed support 90% (estimate, not entailment): “Payment evidence and content delivery remain separate.”

Evidence

Source-matched reward-eligible excerpt — S1, research target 1, proposed support 90% (estimate, not entailment): “An unknown order or expired authorization does not prove that a payment failed.”

Evidence

Source-matched reward-eligible excerpt — S1, research target 2, proposed support 90% (estimate, not entailment): “Payment evidence and content delivery remain separate.”

Evidence

Source-matched reward-eligible excerpt — S1, research target 2, proposed support 90% (estimate, not entailment): “An unknown order or expired authorization does not prove that a payment failed.”

Synthesize

Prepared a sentence-cited summary from 1 source(s)

Verdict

Confidence: Low — Each summary sentence is tied to a verbatim excerpt and model-checked; completeness and independent factual correctness remain unverified. Evidence assessment: 1 evidence-verified source cover every sub-claim, but corroboration or support strength is limited.

Attribute

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

Settle

Settled $0.025 citation reward → 0x3d609eF127094624cC434aAd5A9fAcA0851dAa2D (3389c12b-c…)

Done

Done. Spent $0.03 across 2 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.

View JSON ↗Download
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
2026-10-13T09:21:55.542Z

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

1 scored exact-version purchases from 1 recorded BUY decisions; 0 BUY decisions unscored. 1 of 2 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
0%

0 cited purchases / 1 scored purchases. A citation is an observed use, not an expert support or quality verdict.

Recorded access cost of uncited purchases
0.005 USDC

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
0.6–0.810.60%
0.8–10UnmeasuredUnmeasured
Scored exact-version observations
  • Source
    0x814192240e30b9ea872f6f713163b5ec1f5b8dd9071a7b11fcbaf3ebd79a9b7e
    Item
    11d1d74a-ea22-4831-96e7-5cccc11ecb19
    Content version
    sha256:5ad251c6c692f17277739c1629e613dad9ff1a39b67ed7fa9aa4061c092abe7d
    Recorded predicted value (0–1)
    0.6
    Recorded settled access
    0.005 USDC
    Recorded settled citation rewards
    0 USDC
    Recorded citation contribution
    0%

    Not cited

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

View outcome JSONDownload outcomesPurchase outcomes across recent reports

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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