Archived dispatch

What does "Per-citation payments weighted by contribution" reveal about gas?

Lowconfidence1 sub-claim remains below the evidence threshold

9/12/2026, 12:11:01 PM · llm:mimo:mimo-v2.5

The dispatch, itemised.

§ IThe decision$0.02 / $0.04
50%$0.02 under cap
Decompose

Breaking down: "What does "Per-citation payments weighted by contribution" reveal about gas?"

Decompose

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

Decompose

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

Discover

Discovered 21 verified source(s)

Discover

Recalled 60 past runs on this subject — how these sources performed when they were available.

Discover

ERC-8004 reputation loaded — composite scores on this subject.

Pre-check

Claim-aware portfolio selected 2/5 positive proposal(s): 2 cached + 0 fresh, predicting 2/2 claim(s) above the evidence floor with $0.000000/$0.020000 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
Onchain Micropayments Digest — Per-citation payments weighted by contribution$0.005 · EV 95%

Directly titled 'Per-citation payments weighted by contribution' and preview defines the concept. Covers both meaning (subclaim 0) and gas implications (subclaim 1) via micropayment context. Cached and free. — selected for the claim-aware evidence portfolio (targets claims 1, 2; 0 fetch USDC, 1 attention slot).

DecideCACHE
Agent Economy Weekly — x402 turns HTTP 402 into an agent payment rail$0.004 · EV 80%

x402 agent payment rail is relevant to understanding the infrastructure behind per-citation payments (subclaim 0) and may reveal gas considerations (subclaim 1). Cached and free to reuse. — selected for the claim-aware evidence portfolio (targets claims 1, 2; 0 fetch USDC, 1 attention slot).

DecideSKIP
Stablecoin Ledger — Why USDC settles instantly onchain$0.003 · EV 10%

Preview focuses on USDC settlement speed, not per-citation payments or gas implications. No connection to subclaims.

DecideSKIP
Distributed Systems Notes — Idempotency keys prevent double-spends$0.003 · EV 10%

Preview discusses idempotency keys, unrelated to per-citation payments or gas. No connection to subclaims.

DecideSKIP
Garden & Soil Monthly — Building a no-dig raised bed$0.002 · EV 0%

Gardening topic completely irrelevant to crypto payments or gas. No connection.

DecideSKIP
Retro Game Hardware — Recapping a 1990s console$0.002 · EV 0%

Retro console hardware irrelevant to payments or gas. No connection.

DecideSKIP
Ethereum Foundation Blog — The triage is the product: running AI agents against Ethereum's protocol code$0.002 · EV 20%

Ethereum security/protocol focus, not per-citation payments or gas costs. No direct relevance.

DecideSKIP
Cointelegraph.com News — Does the Bitcoin rally mean we haven’t wasted our lives in crypto?$0.002 · EV 20%

Crypto news but preview is about Bitcoin rally sentiment, not payment mechanics or gas. No connection.

DecideSKIP
Simon Willison's Weblog — Feeling sad about AI$0.003 · EV 10%

Metadata only, no content preview. Cannot determine relevance to subclaims.

DecideSKIP
Hugging Face - Blog — What building Shippy taught us about building agents$0.003 · EV 10%

Metadata only, no content preview. Cannot determine relevance to subclaims.

DecideSKIP
Vitalik Buterin's website — Low-risk defi can be for Ethereum what search was for Google$0.004 · EV 10%

Metadata only, no content preview. Cannot determine relevance to subclaims.

DecideSKIP
The Coinbase Blog - Medium — In response to the Wall Street Journal$0.003 · EV 10%

Coinbase blog post about WSJ response, unrelated to per-citation payments or gas. No connection.

DecideSKIP
Decrypt — Putin Signs Russia's First Crypto Law: Trading Is Legal, Payments Stay Banned$0.002 · EV 10%

Russia crypto law news, not about per-citation payments or gas. No connection.

DecideSKIP
CoinDesk: Bitcoin, Ethereum, Crypto News and Price Data — Crypto Long & Short: Inside the 300-to-1 onchain gap between the dollar and euro$0.002 · EV 20%

Stablecoin market gap analysis, not about per-citation payments or gas. No direct support.

DecideSKIP
Inner Axiom — The Codex — ISIS: The Godess, From An Esoteric Perspective$0.002 · EV 0%

Esoteric mythology completely irrelevant. No connection.

DecideSKIP
Conzit Labs — The Decline of Space Horror Films: A Genre Lost in Orbit$0.002 · EV 0%

Film genre analysis irrelevant. No connection.

DecideSKIP
Arc Settlement Benchmarks — Measuring x402 settlement latency on Arc$0.003 · EV 70%

Benchmarks on x402 settlement latency may reveal gas costs and efficiency (subclaim 1), relevant to per-citation payment mechanics. Cached and free. — the claim-aware portfolio chose a stronger, less redundant set inside the 4-source attention and $0.020000 fetch-budget caps, so this proposal stays unspent.

DecideSKIP
Web Payments Review — How long do x402 payments take to finalize?$0.002 · EV 60%

X402 payment finalization timing could inform gas considerations (subclaim 1). Cached and free. — the claim-aware portfolio chose a stronger, less redundant set inside the 4-source attention and $0.020000 fetch-budget caps, so this proposal stays unspent.

DecideSKIP
Keryx Engineering (first-party) — Recovering a Keryx paid research job$0.002 · EV 80%

First-party Keryx engineering on citation rewards and buyer recovery directly addresses per-citation payment mechanics (subclaim 0) and likely gas implications (subclaim 1). Cached and free. — the claim-aware portfolio chose a stronger, less redundant set inside the 4-source attention and $0.020000 fetch-budget caps, so this proposal stays unspent.

Fetch

Agent spend wallet ready: 0x29028Fe1122E17Fe7863A22701e863FE4DaE1aFB (balance sufficient)

Fetch

Reused cached Onchain Micropayments Digest — Per-citation payments weighted by contribution (free) — S1

Fetch

Reused cached Agent Economy Weekly — x402 turns HTTP 402 into an agent payment rail (free) — S2

Re-evaluate

Sub-claim "What does the phrase "Per-citation payments weighted by cont…": 90% covered by S1 — The source explicitly defines the phrase: it means paying each cited source in proportion to its contribution to the final answer, with more heavily relied-upon sources earning more. The excerpt directly explains the concept. Coverage is high, but a small gap remains: it doesn't detail the mechanics of how contribution is measured or weighted in practice.

Re-evaluate

Sub-claim "What does that phrase or concept reveal about gas?": 0% covered — Neither source (S1 or S2) mentions gas, blockchain fees, or any connection between per-citation weighted payments and gas costs. The query specifically asks what the phrase reveals about gas, but the provided text contains no information on this topic.

Re-evaluate

The first sub-claim (meaning of the phrase) is well-covered (0.9). The second sub-claim (what it reveals about gas) is uncovered (0.0), but none of the skipped sources appear relevant to connecting per-citation payments to gas or blockchain fees based on their titles/previews. The remaining budget (0.02) is too small to buy multiple sources, and no single source seems likely to fill this gap, so purchasing more is not recommended.

Sufficiency

Final check — "What does the phrase "Per-citation payments weighted by cont…": 100% assessed by S1

Sufficiency

Final check — "What does that phrase or concept reveal about gas?": 0% assessed

Sufficiency

Final coverage assessment — The question asks what the phrase 'Per-citation payments weighted by contribution' reveals about gas. The first sub-claim requires defining the phrase, which is directly answered by S1. The second sub-claim asks what the phrase/concept reveals about gas. The sources do not mention 'gas' at all (a term often associated with transaction fees in blockchain contexts). Therefore, there is no evidence to support what this specific phrase reveals about gas. Coverage is 0 for the second sub-claim as the text does not address the concept of gas. The assessment does not establish a complete supported answer for every requested part.

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

Verified — S1 supports claim 1 at 70%: “A fair model pays each cited source in proportion to its contribution to the final answer.”

Evidence

Verified — S1 supports claim 1 at 80%: “Heavily-relied-upon sources earn more; lightly-used ones earn less.”

Synthesize

Drafted answer citing 1 source(s)

Verdict

Confidence: Low — 1 sub-claim remains below the evidence threshold.

Attribute

Onchain Micropayments Digest contributed 100% → reward $0.02

Settle

Settled $0.012 citation reward → Mara Okoye (2a8cbfb5-2…)

Settle

Settled $0.008 citation reward → Devin Park (ba31bc16-4…)

Done

Done. Spent $0.02 across 2 confirmed/simulated payment(s) to creators.

§ IIIThe settlementweighted · USDC on Arc
100%
100%
1

Onchain Micropayments Digest

batched

100%$0.012
2

Onchain Micropayments Digest

batched

100%$0.008
§ IIThe reading1 cited
Lowconfidence1 sub-claim remains below the evidence thresholddeep researchpreview plan 2/2 claimsportfolio 2/5 · evidence 50%

> ⚠ Low confidence — 1 sub-claim remains below the evidence threshold within budget. Treat this as provisional.

The phrase "Per-citation payments weighted by contribution" describes a fair payment model where each cited source is paid in proportion to how much it contributed to a final answer, with heavily-relied-upon sources earning more and lightly-used ones earning less . However, the provided sources do not contain any information about what this phrase or concept reveals about gas, so that part of the question cannot be answered from the given excerpts.

Evidence ledger — quotes verified before rewards

  1. What does the phrase "Per-citation payments weighted by contribution" mean?

    80%
    A fair model pays each cited source in proportion to its contribution to the final answer. [S1] Per-citation payments weighted by contribution
    Heavily-relied-upon sources earn more; lightly-used ones earn less. [S1] Per-citation payments weighted by contribution
  2. What does that phrase or concept reveal about gas?

    0%

    No reward-qualifying evidence

Footnotes — each one pays its author

Helpful?
Spent$0.02
To creators100%
Decisions0 bought · 2 cached · 17 skipped
llm:mimo:mimo-v2.5

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.

Exact receipt still current

1 exact cited article version still match Keryx's current index.

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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