What does "Per-citation payments weighted by contribution" reveal about gas?
9/15/2026, 12:51:18 AM · llm:deepseek:deepseek-v4-flash (fallback from 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 2/2 positive proposal(s): 2 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.
Onchain Micropayments Digest's preview directly addresses the exact phrase 'Per-citation payments weighted by contribution' and its tag set includes 'gas' — the only candidate whose preview matches the question's core terms. Already cached, so reuse is free and it can ground the definition of the weighted-contribution model and how gas figures into sub-cent settlement. — selected for the claim-aware evidence portfolio (targets claims 1, 2, 3; 0 fetch USDC, 1 attention slot).
Arc Settlement Benchmarks measures x402 batched-settlement latency/finality on Arc, which is the settlement layer where per-citation gas costs and batching economics would be realized. Cached and cheap; useful supporting context for the gas angle, though it doesn't define the weighted-contribution phrase itself. — selected for the claim-aware evidence portfolio (targets claims 2, 3; 0 fetch USDC, 1 attention slot).
Covers end-to-end x402 settlement timing, relevant to whether per-citation payments are gas-efficient or batched. Lower reputation (15/100) and only tangential to the weighted-contribution definition, so it is a secondary cached source rather than a primary one. — cached bytes are free, but this read does not clear the attention gate (EV 0.40, minimum 0.45, with a required claim target).
Agent Economy Weekly explains x402 as an inline agent payment rail, the mechanism through which per-citation payments would be settled and gas incurred. Cached and decent reputation (57/100), but the preview is about the rail generally, not the weighted-contribution or gas specifics. — cached bytes are free, but this read does not clear the attention gate (EV 0.35, minimum 0.45, with a required claim target).
Stablecoin Ledger's preview is about USDC instant settlement finality, not per-citation weighting or gas accounting. Topically adjacent to payments but does not help investigate any of the three sub-claims.
Distributed Systems Notes has a strong citation record on this subject, but this specific preview is about idempotency keys preventing double-spends — no connection to per-citation weighting or gas. No valid target.
Garden & Soil Monthly is about no-dig raised beds; entirely off-topic despite its high past citation rate on other questions.
Retro Game Hardware covers console recapping; no relevance to citation payments or gas.
Stripe Blog's preview is about Link customer AI spending patterns, not per-citation payment weighting or gas mechanics.
Ethereum Foundation post is about running AI agents against protocol code; no bearing on citation-weighted payments or gas.
Cointelegraph piece is a Bitcoin-rally opinion essay; unrelated to the weighted-contribution payment model or gas.
Latent.Space discusses ontologies for agentic systems; no coverage of per-citation payment weighting or gas.
Simon Willison post is metadata_only with zero plaintext bytes and concerns Anthropic model adoption, not citation payments or gas.
Hugging Face Shippy post is metadata_only and about building agents generally; no link to weighted citation payments or gas.
Vitalik's low-risk DeFi essay is metadata_only and about Ethereum DeFi, not per-citation payment weighting or gas accounting.
Coinbase's WSJ rebuttal concerns proprietary trading allegations; no relevance to citation-weighted payments or gas.
Decrypt's Russia crypto-law story is about trading legality and payment bans; unrelated to the weighted-contribution model or gas.
CoinDesk piece covers the dollar/euro onchain stablecoin gap; no connection to per-citation weighting or gas.
Inner Axiom esoteric soul cosmology is entirely off-topic.
Conzit's India UPI merchant-fee article concerns a different payment network and does not address citation weighting or gas.
Keryx first-party engineering note on buyer recovery is full text and on-topic for Keryx payments, but its preview covers quoting/journaling a purchase, not the per-citation weighting formula or gas. First-party and not independent, so low marginal value here.
Agent spend wallet ready: 0x29028Fe1122E17Fe7863A22701e863FE4DaE1aFB (balance sufficient)
Reused cached Onchain Micropayments Digest — Per-citation payments weighted by contribution (free) — S1
Reused cached Arc Settlement Benchmarks — Measuring x402 settlement latency on Arc (free) — S2
Sub-claim "What does "Per-citation payments weighted by contribution" m…": 70% covered by S1 — S1 directly explains the model: each cited source is paid in proportion to its contribution to the final answer, with heavily-relied-upon sources earning more and lightly-used ones less, and multi-author works splitting a single reward. It does not explicitly name Keryx, so the Keryx-specific framing is a small gap.
Sub-claim "What does "gas" refer to in the context of Keryx's per-citat…": 0% covered — No supplied passage mentions gas at all. S1 discusses weighted nanopayments and settlement practicality but never defines or references gas; S2 covers x402 settlement latency on Arc, not gas.
Sub-claim "What does "Per-citation payments weighted by contribution" r…": 0% covered — Neither S1 nor S2 connects per-citation weighted payments to gas. S1 explains the weighting model but says nothing about gas; S2 addresses settlement latency, not gas costs or gas mechanics.
Coverage is adequate for the meaning of per-citation weighted payments (S1), but the gas-related sub-claims are entirely uncovered. Among affordable skipped sources (budget 0.02), only 'Web Payments Review — How long do x402 payments take to finalize?' plausibly touches payment-rail mechanics and could partially address settlement/fee context relevant to gas; it is the highest-priority affordable candidate. Other skipped sources are unrelated to Keryx citation payments or gas. Note that even this source may not directly define gas, so the gas gap may remain.
Filling gap — buying Web Payments Review — How long do x402 payments take to finalize? ($0.002)…
Paid $0.002 to Web Payments Review — How long do x402 payments take to finalize? (settled 490396a1-5…) — S3
Final check — "What does "Per-citation payments weighted by contribution" m…": 40% assessed by S1
Final check — "What does "gas" refer to in the context of Keryx's per-citat…": 0% assessed
Final check — "What does "Per-citation payments weighted by contribution" r…": 0% assessed
Final coverage assessment — The supplied passages only describe a general fair citation-payment model (S1) and x402/Arc settlement latency (S2, S3). None of them mention Keryx, define 'gas' in Keryx's per-citation payment context, or explain what per-citation payments weighted by contribution reveal about gas. S1 provides topical context for weighted per-citation payments but does not answer the Keryx-specific or gas-specific parts; S2 and S3 concern settlement timing, not gas or citation weighting. 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.
⚖️ Sources disagreed on x402 payment settlement timing — S2 x402 batched settlements on Arc finalize in roughly 180 milliseconds (median 178ms, p95 240ms), with sub-second finality and not block-time-bound like Ethereum L1. vs S3 An x402 payment takes about 15 seconds to settle, similar to an Ethereum L1 block time, because each payment is its own transaction waiting to be mined into a block. → reported preference: S2 (S2 reports specific measured benchmarks (median 178ms, p95 240ms across thousands of submitBatch calls) and explains the mechanism (Arc BFT consensus, Gateway batching), making it more specific and internally consistent than S3, which is explicitly framed as a reading/view and offers no measurements.)
Verified — S1 supports claim 1 at 90%: “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.”
Verified — S1 supports claim 1 at 50%: “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.
Drafted answer citing 1 source(s)
Confidence: Low — 1 source disagreement remains unresolved; coverage scores do not resolve conflicting evidence.
Onchain Micropayments Digest contributed 100% → reward $0.02
Settled $0.012 citation reward → Mara Okoye (9b1993e5-5…)
Settled $0.008 citation reward → Devin Park (aa1bb7e3-8…)
Done. Spent $0.022 across 3 confirmed/simulated payment(s) to creators.
Onchain Micropayments Digest
batched
Onchain Micropayments Digest
batched
> ⚠ Low confidence — 1 source disagreement remains unresolved; coverage scores do not resolve conflicting evidence within budget. Treat this as provisional.
"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: heavily-relied-upon sources earn more, lightly-used ones earn less . Weighted nanopayments make this granular settlement practical, and multi-author works can split a single reward across contributors automatically .
Regarding what this reveals about "gas": the provided sources do not address gas in connection with per-citation payments weighted by contribution. The only settlement-cost/timing material supplied concerns x402 settlement latency on Arc and a conflicting view of x402 payment finalization timing; neither mentions gas, nor ties settlement mechanics to the weighted per-citation model. Therefore the question of what "Per-citation payments weighted by contribution" reveals about gas cannot be answered from these sources.
Evidence ledger — quotes verified before rewards
What does "Per-citation payments weighted by contribution" mean in Keryx's citation payment model?
40%“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
“Weighted nanopayments make this granular settlement practical, and multi-author works can split a single reward across contributors automatically.” [S1] Per-citation payments weighted by contribution
What does "gas" refer to in the context of Keryx's per-citation payments weighted by contribution?
0%No reward-qualifying evidence
What does "Per-citation payments weighted by contribution" 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.