What does "Per-citation payments weighted by contribution" reveal about gas?
9/18/2026, 6:46:57 PM · llm:mimo:mimo-v2.5
The dispatch, itemised.
Breaking down: "What does "Per-citation payments weighted by contribution" reveal about gas?"
Identified 1 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 1/1 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 (1/1); paid reading may proceed within the budget.
Source title and preview directly match the phrase 'Per-citation payments weighted by contribution' and the subClaim about what it reveals about gas. High relevance from prior citation history (60% citation rate, reputation 60/100). Cached, so free reuse. — selected for the claim-aware evidence portfolio (targets claim 1; 0 fetch USDC, 1 attention slot).
Preview discusses x402 agent payment rails, which may involve gas-efficient settlement. Could help understand the 'gas' aspect of per-citation payments. Cached, so free reuse. High prior citation rate (75%). — selected for the claim-aware evidence portfolio (targets claim 1; 0 fetch USDC, 1 attention slot).
Preview on x402 settlement latency may touch gas costs in batched settlement. Relevant to understanding gas implications of weighted payments. Cached, free reuse. — cached bytes are free, but this read does not clear the attention gate (EV 0.40, minimum 0.45, with a required claim target).
Preview on x402 payment finalization timing could relate to gas optimization. Cached, free reuse. — cached bytes are free, but this read does not clear the attention gate (EV 0.30, minimum 0.45, with a required claim target).
Preview is about fraud at AI startups, not gas fees or per-citation payments. Low relevance to the specific question.
Preview on AI agents and Ethereum protocol code is tangential; no direct link to gas costs of per-citation payments.
Preview is about Bitcoin rally and crypto philosophy, not gas fees or payment mechanisms.
Preview on AI ontologies and semantic web, unrelated to gas or payment weights.
Preview is 'metadata_only' with no content; cannot assess relevance. Also, title is about AI sentiment, not payments.
Preview is 'metadata_only' with no content; cannot assess relevance.
Preview on low-risk DeFi is tangential to gas costs of per-citation payments.
Preview on Coinbase and WSJ is about proprietary trading, not gas or payment weighting. Cached but not useful.
Preview on Russian crypto law is about trading regulations, not gas costs or payment mechanisms.
Preview on stablecoin gap between dollar and euro is about adoption, not gas fees.
Preview is about mystic cosmology, completely unrelated to gas or payments.
Preview on AI electricity costs is about general energy, not blockchain gas fees.
Preview on USDC settlement speed is about stablecoins, not gas costs of per-citation payments. Cached but low relevance.
Preview on idempotency keys is about double-spend prevention, not gas fees or payment weighting.
Preview on gardening is completely unrelated.
Preview on retro game hardware is unrelated to gas or payments.
First-party Keryx notes on job recovery may mention gas indirectly, but preview focuses on buyer recovery mechanics, not gas costs of per-citation payments. Cached but limited relevance.
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…": 10% covered by S1 — The gathered text (S1) explains the meaning of 'Per-citation payments weighted by contribution' as a model that pays cited sources in proportion to their contribution to an answer, enabling granular settlement via weighted nanopayments. However, the text does not mention or reveal anything about 'gas fees' or 'gas costs'—the specific focus of the question. The phrase is used in the context of micropayments for AI answers, not blockchain gas. No sources address gas fees in relation to this phrase.
The coverage is low (0.1) because the sources do not address the gas fees aspect of the question. However, none of the skipped sources appear relevant to connecting this payment model to gas fees; their previews focus on unrelated topics (e.g., settlement latency, fraud, Ethereum protocol security, etc.). Buying more sources would not fill the specific gap about gas, so it is not recommended.
Final check — "What does the phrase 'Per-citation payments weighted by cont…": 0% assessed
Final coverage assessment — The question asks what the phrase 'Per-citation payments weighted by contribution' reveals about gas. The only relevant source is S1, which describes a payment model where contributions are weighted and nanopayments make it practical. It does not mention gas, gas fees, or gas costs at all. S2 discusses a payment rail but is unrelated to gas. Therefore, the phrase reveals nothing about gas based on the provided text. The sub-claim is not supported. 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 60%: “A fair model pays each cited source in proportion to its contribution to the final answer.”
Verified — S1 supports claim 1 at 50%: “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 (acb46fb3-4…)
Settled $0.008 citation reward → Devin Park (cf2c9524-e…)
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" reveals a model where payments are distributed based on how much a source contributes to an outcome. Specifically, "A fair model pays each cited source in proportion to its contribution to the final answer" . This means "Heavily-relied-upon sources earn more; lightly-used ones earn less" . The sources do not explicitly mention gas fees or gas costs.
Evidence ledger — quotes verified before rewards
What does the phrase 'Per-citation payments weighted by contribution' mean or reveal about gas fees or gas costs?
0%“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
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.