What does "Per-citation payments weighted by contribution" reveal about gas?
9/21/2026, 6:25:33 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 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 2/4 positive proposal(s): 2 cached + 0 fresh, predicting 2/3 claim(s) above the evidence floor with $0.000000/$0.020000 fetch USDC reserved.
Free-preview pre-check covers 2/3 sub-claims (67%). The agent may buy only claim-targeted sources and will label the answer provisional if paid evidence stays thin.
Onchain Micropayments Digest is the top-reputation source here (73/100, cited 8/11 runs) and its preview directly names 'Per-citation payments weighted by contribution' — the exact phrase in the question — plus its tags cover gas-efficient settlement primitives. Cached, so free reuse. Best match for the mechanism (claim 0) and the gas implications (claim 2). — selected for the claim-aware evidence portfolio (targets claims 1, 3; 0 fetch USDC, 1 attention slot).
Agent Economy Weekly (55/100, cited 11/17 runs) explains x402 as an agent payment rail, giving context on how inline per-citation payments are demanded and settled (claims 0 and 2). Cached, so reuse is free. — selected for the claim-aware evidence portfolio (targets claims 1, 3; 0 fetch USDC, 1 attention slot).
Arc Settlement Benchmarks measures x402 batched-settlement latency and finality on Arc, which speaks to transaction cost/efficiency characteristics of the payment rail (claim 2). Cached and cheap; useful but narrower than the micropayments digest. — 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.
Web Payments Review covers end-to-end x402 settlement timing, relevant to how the per-citation payment model behaves on-chain (claim 2). Low reputation (7/100) and only an abstract, so value is modest, but it is cached and free. — cached bytes are free, but this read does not clear the attention gate (EV 0.40, minimum 0.45, with a required claim target).
Stablecoin Ledger's preview is about USDC instant settlement on L2s, not per-citation weighting or gas mechanics. Topically adjacent at best and low reputation (18/100); no claim is directly supported.
Distributed Systems Notes covers idempotency keys for retries, unrelated to per-citation payment weighting or gas. No supported claim.
Gardening content about no-dig raised beds is entirely off-topic for citation payments and gas.
Retro console recapping has no bearing on Keryx citation payments or gas.
Stripe Blog's preview concerns fraud rates at AI startups, not per-citation weighting or gas costs. No supported claim.
Ethereum Foundation post is about AI agents triaging protocol code, not payment weighting or gas economics. Not relevant to the sub-claims.
Cointelegraph piece on Consensys splitting into MetaMask/institutional units is corporate news, unrelated to citation payments or gas. Low reputation (24/100) and uncached.
Latent.Space's AEO tracker is about answer-engine optimization, not Keryx per-citation payments or gas. Full text but off-topic.
Metadata-only Simon Willison post on Anthropic model adoption; no content and no relevance to citation payments or gas.
Metadata-only Hugging Face post on building agents; no preview content and no link to per-citation weighting or gas.
Metadata-only Vitalik post on formal verification; unrelated to citation payment weighting or gas.
Coinbase's WSJ response concerns proprietary trading allegations, not citation payments or gas. High reputation but wrong topic.
Decrypt piece on S&P Global/OpenZeppelin is corporate crypto news, not about per-citation weighting or gas mechanics.
CoinDesk covers Ethereum letting users pay gas without holding ETH — tangentially about gas payment mechanics (claim 1), but it is uncached, low reputation (5/100), and the abstract does not connect to per-citation weighting. Not worth the toll over the cached micropayments source.
Esoteric soul-journey content is entirely unrelated to citation payments or gas.
Alo International Europe expansion article has no relevance to Keryx citation payments or gas.
First-party Keryx engineering notes on citation rewards and buyer recovery describe how Keryx quotes and journals paid research jobs, directly relevant to the per-citation reward mechanism (claim 0). Cached and free; note it is first-party, not independent evidence. — 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 is the detailed mechanism of 'per-citation payments wei…": 30% covered by S1 — S1 describes a fair model paying each cited source in proportion to its contribution, with heavily-relied-upon sources earning more and weighted nanopayments enabling granular settlement, including automatic splitting across multi-author works. However, it does not explain how citations or contributions are measured, nor does it tie the mechanism specifically to Keryx's system.
Sub-claim "In the context of Keryx and citation payments, what does 'ga…": 0% covered — No supplied passage mentions 'gas' or defines it in the context of Keryx or citation payments. S2 discusses x402 payment rails but does not address gas.
Sub-claim "How does the 'per-citation payments weighted by contribution…": 0% covered — No supplied passage connects the weighted per-citation payment model to gas characteristics, transaction costs, efficiency, or consumption patterns.
Coverage is low for all three sub-claims. S1 gives only a high-level description of weighted per-citation payments and does not explain measurement/reward mechanics or Keryx specifics. No source addresses 'gas' or links the payment model to gas costs or efficiency. Affordable skipped sources that could partially fill the gas/transaction-cost gap include the CoinDesk piece on paying gas fees without ETH ($0.002), Arc settlement latency benchmarks ($0.003), and x402 settlement timing ($0.002), totaling $0.007 within the $0.02 budget. These are prioritized because they directly concern gas fees or settlement/transaction cost characteristics; other skipped sources are unrelated.
Filling gap — buying CoinDesk: Bitcoin, Ethereum, Crypto News and Price Data — Ethereum commits to letting users pay gas fees without having to hold ETH ($0.002)…
Paid $0.002 to CoinDesk: Bitcoin, Ethereum, Crypto News and Price Data — Ethereum commits to letting users pay gas fees without having to hold ETH (settled 5f25f508-3…) — S3
Filling gap — buying Arc Settlement Benchmarks — Measuring x402 settlement latency on Arc ($0.003)…
Paid $0.003 to Arc Settlement Benchmarks — Measuring x402 settlement latency on Arc (settled cd70da5c-8…) — S4
Attention budget reached 4 source(s); stopping gap expansion.
Final check — "What is the detailed mechanism of 'per-citation payments wei…": 70% assessed by S1
Final check — "In the context of Keryx and citation payments, what does 'ga…": 30% assessed by S3
Final check — "How does the 'per-citation payments weighted by contribution…": 0% assessed
Final coverage assessment — The sources provide a description of the per-citation payment model but lack details on measurement mechanisms and specific links to gas in the context of Keryx. Ethereum gas is referenced in S3, but not connected to citation payments. No source addresses the influence of the model on gas characteristics. The assessment does not establish a complete supported answer for every requested part.
Synthesizing a grounded answer from 4 source(s)…
Relevance review returned; only checked excerpts can retain support, and review cannot raise it.
Below reward gate — S1 supports claim 1 at 20%: “A fair model pays each cited source in proportion to its contribution to the final answer.”
Rejected 0 invalid evidence span(s) and 1 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 $0.005 across 2 confirmed/simulated payment(s) to creators.
Payouts to cited creators appear here.
The 'Per-citation payments weighted by contribution' model pays each cited source in proportion to its contribution to the final answer, with heavily-relied-upon sources earning more and lightly-used ones earning less, enabled by weighted nanopayments for granular settlement. However, the provided sources do not detail how citations and contributions are measured or rewarded in Keryx's system, nor do they specify what 'gas' refers to in this context (e.g., Ethereum gas fees) or explain how the model influences gas characteristics such as transaction costs, efficiency, or consumption patterns. S3 mentions Ethereum gas fees in relation to the Hegotá upgrade but not in connection with citation payments.
Evidence ledger — quotes verified before rewards
What is the detailed mechanism of 'per-citation payments weighted by contribution' in Keryx's system, including how citations and contributions are measured and rewarded?
0%No reward-qualifying evidence
In the context of Keryx and citation payments, what does 'gas' specifically refer to, such as Ethereum gas fees or other blockchain-related costs?
0%No reward-qualifying evidence
How does the 'per-citation payments weighted by contribution' model influence or provide insights into gas characteristics, such as transaction costs, efficiency, or consumption patterns?
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.