What does "Per-citation payments weighted by contribution" reveal about gas?
9/13/2026, 4:07:41 PM · llm:mimo:mimo-v2.5
The dispatch, itemised.
Breaking down: "What does "Per-citation payments weighted by contribution" reveal about gas?"
Identified 3 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 3/4 positive proposal(s): 3 cached + 0 fresh, predicting 3/3 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 (3/3); paid reading may proceed within the budget.
Directly covers the core feature 'Per-citation payments weighted by contribution' and its gas implications via batching and settlement primitives, matching all three subClaims. It is cached, so reusing it is free and highly relevant. — selected for the claim-aware evidence portfolio (targets claims 1, 2, 3; 0 fetch USDC, 1 attention slot).
First-party Keryx engineering source explains citation rewards and settlement mechanics, directly supporting subClaim 0 (mechanism/purpose) and likely subClaim 2 (what it reveals about gas). Cached and free to use. — selected for the claim-aware evidence portfolio (targets claims 1, 3; 0 fetch USDC, 1 attention slot).
Covers x402 settlement latency on Arc, relevant to subClaim 1 (interaction with gas fees) and subClaim 2 (what it reveals about gas). Cached and free, providing concrete data on payment finality. — selected for the claim-aware evidence portfolio (targets claims 2, 3; 0 fetch USDC, 1 attention slot).
Overview of x402 payment timing directly addresses subClaim 1 (interaction with gas) and subClaim 2 (what it reveals about gas). Cached and free, offering cross-protocol perspective on settlement speed. — 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.
Discusses x402 as an agent payment rail, tangentially related to subClaim 1 (interaction with gas fees) via payment infrastructure. Cached and free, but less specific to per-citation weighting or gas mechanics. — cached bytes are free, but this read does not clear the attention gate (EV 0.40, minimum 0.45, with a required claim target).
Focuses on USDC settlement, which is a settlement mechanism but does not address per-citation payments or their gas implications. No direct support for any subClaim.
Discusses idempotency keys for double-spend prevention, which is a general systems concept not directly related to per-citation payments or gas. No support for subClaims.
Gardening content is completely unrelated to blockchain, payments, or gas. No support for subClaims.
Retro gaming hardware is unrelated to the topic. No support for subClaims.
Stripe Blog discusses AI spending patterns, not per-citation payments or gas. Cached but no relevance to subClaims.
Ethereum Foundation Blog covers AI agents in protocol security, not per-citation payments or gas. Cached but no direct support.
Cointelegraph article on crypto payments among euro merchants is tangentially about payments but not per-citation weighting or gas. Low relevance.
Latent Space article on ontologies and AI agents is unrelated to payments or gas. No support.
Simon Willison's blog post on AI sentiment is not relevant to the technical question. Metadata-only preview, no content.
Hugging Face blog on building agents is not directly about per-citation payments or gas. Metadata-only preview.
Vitalik's post on low-risk DeFi is tangentially about Ethereum but not per-citation payments or gas. Metadata-only preview.
Coinbase blog response to WSJ is about proprietary trading, unrelated to per-citation payments or gas.
Decrypt article on Russia's crypto law is about regulations, not per-citation payments or gas. Cached but irrelevant.
CoinDesk article on stablecoin gaps is about euro vs dollar onchain, not per-citation payments or gas. Cached but low relevance.
Mystic content is completely unrelated. No support.
Article on Token Donor protocol in AI development is unrelated to payments or gas.
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 Arc Settlement Benchmarks — Measuring x402 settlement latency on Arc (free) — S3
Sub-claim "Explain the mechanism and purpose of Keryx's 'Per-citation p…": 80% covered by S1 — The source S1 explicitly explains the purpose (pay each cited source in proportion to its contribution) and the mechanism (weighted nanopayments making granular settlement practical, automatic splitting across contributors). It directly answers the question, though it does not specifically name Keryx, the context is sufficient as it is the only source discussing this feature.
Sub-claim "Describe how the 'Per-citation payments weighted by contribu…": 0% covered — None of the provided sources (S1, S2, S3) mention blockchain gas fees or how the weighted payment feature interacts with or impacts them. S3 discusses settlement latency on Arc but not gas fees. The requested information is entirely missing.
Sub-claim "Analyze what the phrase 'Per-citation payments weighted by c…": 0% covered — No source provides an analysis or explanation of what this phrase reveals about gas. The question requires a specific link between the payment mechanism and gas, which is not present in any supplied passage.
Coverage for the second and third sub-claims is 0.0, and there are no affordable skipped sources in the list that are relevant to the topic of blockchain gas fees or the Keryx protocol's gas implications. The skipped sources cover unrelated topics (e.g., x402 settlement timing, Ethereum protocol security, stablecoin settlement, gardening, retro gaming, etc.). None appear to address the specific interaction between weighted citation payments and gas fees. Therefore, no purchase is recommended as no suitable source is available within the remaining budget of 0.02.
Final check — "Explain the mechanism and purpose of Keryx's 'Per-citation p…": 70% assessed by S1
Final check — "Describe how the 'Per-citation payments weighted by contribu…": 0% assessed
Final check — "Analyze what the phrase 'Per-citation payments weighted by c…": 0% assessed
Final coverage assessment — The gathered sources provide partial information about the 'Per-citation payments weighted by contribution' feature but do not directly address its interaction with blockchain gas fees or what it specifically reveals about gas. S1 describes the mechanism and purpose of the feature, but S2 and S3 do not discuss gas fees or the feature's impact on them. The question specifically asks what the phrase 'reveals about gas,' but none of the sources explain this revelation or provide analysis of the feature's relationship to gas. The assessment does not establish a complete supported answer for every requested part.
Synthesizing a grounded answer from 3 source(s)…
Evidence relevance review unavailable; keeping the draft with citation rewards withheld.
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 — S1 supports claim 1 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 2 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" reveals that the Keryx protocol implements a fair payment model where each cited source is paid in proportion to its contribution to the final answer. "Heavily-relied-upon sources earn more; lightly-used ones earn less". This feature uses "weighted nanopayments" to make such granular, automated settlements practical, including splitting rewards across multiple contributors. However, the provided sources do not contain any information about how this feature interacts with or impacts blockchain gas fees. The sources describe the payment distribution model and settlement speed on the Arc network but do not discuss gas costs or their relationship to the per-citation weighting mechanism.
Evidence ledger — quotes verified before rewards
Explain the mechanism and purpose of Keryx's 'Per-citation payments weighted by contribution' feature
0%No reward-qualifying evidence
Describe how the 'Per-citation payments weighted by contribution' feature interacts with or impacts blockchain gas fees
0%No reward-qualifying evidence
Analyze what the phrase 'Per-citation payments weighted by contribution' specifically 'reveals about gas' in the context of the Keryx protocol
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.