What does "Per-citation payments weighted by contribution" reveal about gas?
9/12/2026, 12:11:01 PM · llm:mimo:mimo-v2.5
The dispatch, itemised.
Breaking down: "What does "Per-citation payments weighted by contribution" reveal about gas?"
Identified 2 research target(s) to investigate; these are not established facts
Deep mode: up to 4 paid/cached reads plus one bounded gap-expansion pass when needed.
Discovered 21 verified source(s)
Recalled 60 past runs on this subject — how these sources performed when they were available.
ERC-8004 reputation loaded — composite scores on this subject.
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.
Free-preview pre-check maps an actionable source to every sub-claim (2/2); paid reading may proceed within the budget.
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).
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).
Preview focuses on USDC settlement speed, not per-citation payments or gas implications. No connection to subclaims.
Preview discusses idempotency keys, unrelated to per-citation payments or gas. No connection to subclaims.
Gardening topic completely irrelevant to crypto payments or gas. No connection.
Retro console hardware irrelevant to payments or gas. No connection.
Ethereum security/protocol focus, not per-citation payments or gas costs. No direct relevance.
Crypto news but preview is about Bitcoin rally sentiment, not payment mechanics or gas. No connection.
Metadata only, no content preview. Cannot determine relevance to subclaims.
Metadata only, no content preview. Cannot determine relevance to subclaims.
Metadata only, no content preview. Cannot determine relevance to subclaims.
Coinbase blog post about WSJ response, unrelated to per-citation payments or gas. No connection.
Russia crypto law news, not about per-citation payments or gas. No connection.
Stablecoin market gap analysis, not about per-citation payments or gas. No direct support.
Esoteric mythology completely irrelevant. No connection.
Film genre analysis irrelevant. No connection.
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.
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.
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.
Agent spend wallet ready: 0x29028Fe1122E17Fe7863A22701e863FE4DaE1aFB (balance sufficient)
Reused cached Onchain Micropayments Digest — Per-citation payments weighted by contribution (free) — S1
Reused cached Agent Economy Weekly — x402 turns HTTP 402 into an agent payment rail (free) — S2
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.
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.
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.
Final check — "What does the phrase "Per-citation payments weighted by cont…": 100% assessed by S1
Final check — "What does that phrase or concept reveal about gas?": 0% assessed
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.
Synthesizing a grounded answer from 2 source(s)…
Relevance review returned; only checked excerpts can retain support, and review cannot raise it.
Verified — S1 supports claim 1 at 70%: “A fair model pays each cited source in proportion to its contribution to the final answer.”
Verified — S1 supports claim 1 at 80%: “Heavily-relied-upon sources earn more; lightly-used ones earn less.”
Drafted answer citing 1 source(s)
Confidence: Low — 1 sub-claim remains below the evidence threshold.
Onchain Micropayments Digest contributed 100% → reward $0.02
Settled $0.012 citation reward → Mara Okoye (2a8cbfb5-2…)
Settled $0.008 citation reward → Devin Park (ba31bc16-4…)
Done. Spent $0.02 across 2 confirmed/simulated payment(s) to creators.
Onchain Micropayments Digest
batched
Onchain Micropayments Digest
batched
> ⚠ 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
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
What does that phrase or concept reveal about gas?
0%No reward-qualifying evidence
Footnotes — each one pays its author
- 1Per-citation payments weighted by contributionOnchain Micropayments Digest100%+$0.02
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.
Carries this dispatch’s question as context — never its answer. The next dispatch is read from sources bought for it.