What does "Per-citation payments weighted by contribution" reveal about gas?
9/22/2026, 9:49:56 AM · llm:mimo:mimo-v2.5 + llm:deepseek:deepseek-v4-flash on 2 steps
The dispatch, itemised.
Breaking down: "What does "Per-citation payments weighted by contribution" reveal about gas?"
Identified 4 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 3/3 positive proposal(s): 3 cached + 0 fresh, predicting 4/4 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 (4/4); paid reading may proceed within the budget.
Onchain Micropayments Digest is the exact source whose title matches the question phrase 'Per-citation payments weighted by contribution', and its preview explains the mechanism (reward sources in proportion to how much they grounded an answer). Its tag set includes 'gas', and it has the best track record on this subject (64% citation rate, 7 citations). Cached, so reuse is free and directly targets all sub-claims about how gas factors into weighted per-citation payments. — selected for the claim-aware evidence portfolio (targets claims 1, 2, 3, 4; 0 fetch USDC, 1 attention slot).
First-party Keryx engineering notes on citation rewards and buyer recovery are the most authoritative source for Keryx's own model, which the sub-claims explicitly reference. Full text (3071 bytes) cached for free. Reputation is modest (33%), but it is the only first-party description of how citation rewards are structured, relevant to how gas factors into that mechanism. — selected for the claim-aware evidence portfolio (targets claims 2, 3, 4; 0 fetch USDC, 1 attention slot).
Agent Economy Weekly covers x402 as an agent payment rail, the settlement context in which per-citation payments and gas costs arise. Strong citation history (50%, 10 citations). Cached and free; useful supporting context for how gas enters Keryx's payment mechanism, though it does not directly define the weighted-contribution phrase. — selected for the claim-aware evidence portfolio (targets claims 2, 3; 0 fetch USDC, 1 attention slot).
Arc Settlement Benchmarks measures x402 batched-settlement latency and throughput on Arc, which bears on the gas/settlement-cost dimension of per-citation micropayments. Cached and free; provides quantitative context for why batching and gas efficiency matter in weighted per-citation payouts. — cached bytes are free, but this read does not clear the attention gate (EV 0.35, minimum 0.45, with a required claim target).
Web Payments Review covers x402 settlement timing, tangentially relevant to the cost/latency side of per-citation payments. Cached and free, but its low reputation (4%) and narrow timing focus make it weak support; only marginal value for the gas question. — cached bytes are free, but this read does not clear the attention gate (EV 0.25, minimum 0.45, with a required claim target).
Stablecoin Ledger is about USDC settlement finality on L2s, not about per-citation payments, contribution weighting, or gas in Keryx's model. Cached but off-topic; no sub-claim is supported by its preview.
Distributed Systems Notes covers idempotency keys for retry safety, unrelated to per-citation payment weighting or gas. No target sub-claim is addressed.
Gardening content about no-dig raised beds is entirely irrelevant to gas and per-citation payments despite a past citation on some unrelated subject.
Retro console recapping has no bearing on gas, x402, or citation-weighted payments.
Stripe Blog post is a general product-launch roundup (localized checkout, fraud tools, treasury) with no discussion of per-citation weighting or gas mechanics. Cached but not sufficient for any sub-claim.
Ethereum Foundation post on AI agents triaging protocol code is about security review workflows, not payment weighting or gas economics.
Cointelegraph piece on a UK political crypto-donation probe is unrelated to per-citation payments or gas; not cached and low reputation (18%).
Latent.Space discusses ontologies for constraining AI agents, not payment weighting or gas. Cached but off-topic for all sub-claims.
Simon Willison post is metadata_only with no preview content and concerns AI model adoption, not gas or citation payments.
Hugging Face agent-building post is metadata_only and unrelated to per-citation payment weighting or gas.
Vitalik's formal-verification post is metadata_only and about proof techniques, not gas in citation-weighted payments.
Coinbase Blog response to the WSJ concerns proprietary trading allegations, unrelated to per-citation payments or gas.
Decrypt piece on S&P Global acquiring OpenZeppelin is corporate news with no relevance to gas or citation-weighted micropayments.
CoinDesk article on the dollar-euro onchain stablecoin gap is macro stablecoin analysis, not about per-citation payment weighting or gas.
Esoteric soul-journey content has no connection to gas or payment mechanisms.
Alo International Europe expansion article is irrelevant to the gas/per-citation question.
Agent spend wallet ready: 0x29028Fe1122E17Fe7863A22701e863FE4DaE1aFB (balance sufficient)
Reused cached Onchain Micropayments Digest — Per-citation payments weighted by contribution (free) — S1
Reused cached Keryx Engineering (first-party) — Recovering a Keryx paid research job (free) — S2
Reused cached Agent Economy Weekly — x402 turns HTTP 402 into an agent payment rail (free) — S3
Sub-claim "What does the phrase "Per-citation payments weighted by cont…": 0% covered — The phrase is defined in S1 as a model where payments are proportional to contribution, but gas is not mentioned. The question specifically asks what it reveals about gas, which is not covered.
Sub-claim "What is the relationship between gas and per-citation paymen…": 0% covered — The gathered sources do not mention the relationship between gas and per-citation payments in Keryx. S2 discusses Keryx's buyer recovery but not gas or payment weighting mechanisms.
Sub-claim "How does gas factor into the mechanism of per-citation payme…": 0% covered — No source describes how gas factors into the mechanism of per-citation payments weighted by contribution in Keryx. S2 does not address gas or this payment mechanism.
Sub-claim "What insights about gas are provided by the description "Per…": 0% covered — The description in S1 does not provide insights about gas; it explains the payment model but not its relationship to gas. Keryx's model details are not covered in the sources.
Coverage is 0.0 for all claims, as none of the gathered sources address gas in the context of per-citation payments weighted by contribution or Keryx's model. The skipped sources do not appear to contain relevant information about gas or this specific payment mechanism, so purchasing them is not recommended based on available previews.
Final check — "What does the phrase "Per-citation payments weighted by cont…": 0% assessed
Final check — "What is the relationship between gas and per-citation paymen…": 0% assessed
Final check — "How does gas factor into the mechanism of per-citation payme…": 0% assessed
Final check — "What insights about gas are provided by the description "Per…": 0% assessed
Final coverage assessment — The question asks what 'Per-citation payments weighted by contribution' reveals about gas. The phrase is defined in S1 but explicitly mentions only the fair weighting model and nanopayments for settlement. None of the sources discuss gas at all. The sub-claims all require a relationship between gas and the described payment model, which is entirely missing. Coverage is 0 because no source mentions gas. The assessment does not establish a complete supported answer for every requested part.
Synthesizing a grounded answer from 3 source(s)…
Relevance review returned; only checked excerpts can retain support, and review cannot raise it.
Below reward gate — S1 supports claim 1 at 0%: “A fair model pays each cited source in proportion to its contribution to the final answer.”
Below reward gate — S1 supports claim 1 at 0%: “Heavily-relied-upon sources earn more; lightly-used ones earn less.”
Below reward gate — S2 supports claim 2 at 0%: “The buy command obtains a fresh quote, checks the payment policy again, writes a durable job journal, signs once and submits once.”
Below reward gate — S3 supports claim 3 at 0%: “A server responds 402 with machine-readable payment requirements; the client signs a payment authorization and retries.”
Below reward gate — S1 supports claim 4 at 0%: “Weighted nanopayments make this granular settlement practical, and multi-author works can split a single reward across contributors automati…”
Rejected 0 invalid evidence span(s) and 3 unsupported citation marker(s); rejected markers cannot receive citation rewards.
No citation passed the evidence gate — the $0.020000 citation pool stays unspent; settled access tolls still stand.
Drafted answer citing 0 source(s)
Confidence: Low — no citation passed the evidence gate.
Done. Spent $0 across 0 confirmed/simulated payment(s) to creators.
Payouts to cited creators appear here.
The phrase "Per-citation payments weighted by contribution" describes a payment model in which each cited source is paid in proportion to how much it contributed to the final answer, so heavily-relied-upon sources earn more and lightly-used ones earn less. This is made practical by weighted nanopayments, and multi-author works can split a single reward across contributors automatically.
Regarding gas specifically: none of the supplied passages mention gas, gas fees, or any gas-related mechanism. The Keryx engineering note describes the buyer client's quoting, buying, and recovery flow, including the buy command obtaining a fresh quote, checking the payment policy, writing a durable job journal, and signing and submitting once, but it does not discuss gas. The x402 abstract describes HTTP 402 as a payment rail where a server responds 402 with machine-readable payment requirements and the client signs a payment authorization and retries, but it also does not mention gas. Therefore, the question of what "Per-citation payments weighted by contribution" reveals about gas cannot be answered from these sources; the relationship between gas and per-citation weighted payments in Keryx, and how gas factors into that mechanism, are likewise unsupported by the provided passages.
Evidence ledger — quotes verified before rewards
What does the phrase "Per-citation payments weighted by contribution" reveal about gas?
0%No reward-qualifying evidence
What is the relationship between gas and per-citation payments weighted by contribution in the context of Keryx?
0%No reward-qualifying evidence
How does gas factor into the mechanism of per-citation payments weighted by contribution in Keryx?
0%No reward-qualifying evidence
What insights about gas are provided by the description "Per-citation payments weighted by contribution" in Keryx's model?
0%No reward-qualifying evidence
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.
Carries this dispatch’s question as context — never its answer. The next dispatch is read from sources bought for it.