Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T13:37:21.286617Z
Paper Citation Record · LEDGER
Deep Reputation Scoring in DeFi: zScore-Based Wallet Ranking from Liquidity and Trading Signals
As of 19 August 2026, this Paper Citation Record lists 21 of 21 outbound references and 1 inbound Pith citation observation for arXiv:2507.20494.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-01T00:12:28.837592Z
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
21 of 21 outbound references displayed
- verified exact2
- verified fuzzy17
- unresolved2
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 05b15e56-26f3-432a-8612-b47959849ba0 · outbound
This paper cites Decentralized exchange.American Economic Review, 107(11):3320– 3362, 2017.
Deep Reputation Scoring in DeFi: zScore-Based Wallet Ranking from Liquidity and Trading Signals Decentralized exchange.American Economic Review, 107(11):3320– 3362, 2017
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T13:37:25.034028Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 8200c82c-d9df-4fd8-9106-77fbe5295590 · outbound
This paper cites Uniswap and the emergence of the decentralized exchange.Journal of financial market infrastructures, 10(2):1–25, 2021.
Deep Reputation Scoring in DeFi: zScore-Based Wallet Ranking from Liquidity and Trading Signals Uniswap and the emergence of the decentralized exchange.Journal of financial market infrastructures, 10(2):1–25, 2021
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T13:37:24.758551Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 9a1ded23-4a06-4a95-930f-3fbbd0e0bf5b · outbound
This paper cites Evaluating crypto exchanges in the absence of governmental frameworks-a multiple criteria scoring model.Available at SSRN 3432798, 2019.
Deep Reputation Scoring in DeFi: zScore-Based Wallet Ranking from Liquidity and Trading Signals Evaluating crypto exchanges in the absence of governmental frameworks-a multiple criteria scoring model.Available at SSRN 3432798, 2019
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T13:37:24.478504Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation bbbf87d8-9cd2-4fab-a4ed-5bbbb3032bfe · outbound
This paper cites Crypto exchanges and credit risk: Modeling and forecasting the probability of closure.Journal of Risk and Financial Management, 14(11):516, 2021.
Deep Reputation Scoring in DeFi: zScore-Based Wallet Ranking from Liquidity and Trading Signals Crypto exchanges and credit risk: Modeling and forecasting the probability of closure.Journal of Risk and Financial Management, 14(11):516, 2021
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T13:37:24.215192Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 5bc58f01-a410-49b4-b5a1-5e3a875a42f5 · outbound
This paper cites UNISWAP: Impermanent Loss and Risk Profile of a Liquidity Provider.
Deep Reputation Scoring in DeFi: zScore-Based Wallet Ranking from Liquidity and Trading Signals UNISWAP: Impermanent Loss and Risk Profile of a Liquidity Provider
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T13:37:19.836898Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a2fd9853-5e00-49e1-9769-bbcd8a23809b · outbound
This paper cites Riskprop: Account risk rating on ethereum via de-anonymous score and network propagation.IEEE Transactions on Dependable and Secure Computing, 2024.
Deep Reputation Scoring in DeFi: zScore-Based Wallet Ranking from Liquidity and Trading Signals Riskprop: Account risk rating on ethereum via de-anonymous score and network propagation.IEEE Transactions on Dependable and Secure Computing, 2024
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T13:37:24.004497Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 17515a23-eefc-42f9-8c63-33c35988821d · outbound
This paper cites A reputation scoring framework for lending protocols using the pagerank algorithm.
Deep Reputation Scoring in DeFi: zScore-Based Wallet Ranking from Liquidity and Trading Signals A reputation scoring framework for lending protocols using the pagerank algorithm
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T13:37:23.851605Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 27e2fb06-5c38-4f33-9575-052b8a6f85d4 · outbound
This paper cites Decentralized credit scoring: Black box 3.0.American Business Law Journal, 61(2):91–111, 2024.
Deep Reputation Scoring in DeFi: zScore-Based Wallet Ranking from Liquidity and Trading Signals Decentralized credit scoring: Black box 3.0.American Business Law Journal, 61(2):91–111, 2024
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T13:37:23.662763Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 93c2de89-f5ea-4a78-94b7-9ddf09327177 · outbound
This paper cites PhD thesis, San José State University, 2024.
Deep Reputation Scoring in DeFi: zScore-Based Wallet Ranking from Liquidity and Trading Signals PhD thesis, San José State University, 2024
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T13:37:23.473641Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 81395ef5-66d4-42ab-ab90-1b09da239f3e · outbound
This paper cites Risk forecasting comparisons in decentralized finance: An approach in constant product market makers.Computational Economics, 65(1):395–428, 2025.
Deep Reputation Scoring in DeFi: zScore-Based Wallet Ranking from Liquidity and Trading Signals Risk forecasting comparisons in decentralized finance: An approach in constant product market makers.Computational Economics, 65(1):395–428, 2025
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T13:37:23.274795Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 9f134fa8-cc99-4059-b2b9-720031966b8c · outbound
This paper cites Risks and returns of uniswap v3 liquidity providers.
Deep Reputation Scoring in DeFi: zScore-Based Wallet Ranking from Liquidity and Trading Signals Risks and returns of uniswap v3 liquidity providers
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T13:37:20.356824Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4fa01236-154c-4985-942b-cf53fb929276 · outbound
This paper cites Defi protocol risks: The paradox of defi.Regtech, suptech and beyond: innovation and technology in financial services” riskbooks–forthcoming Q, 3, 2021.
Deep Reputation Scoring in DeFi: zScore-Based Wallet Ranking from Liquidity and Trading Signals Defi protocol risks: The paradox of defi.Regtech, suptech and beyond: innovation and technology in financial services” riskbooks–forthcoming Q, 3, 2021
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T13:37:23.085244Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 15962e04-78fe-4e98-8b55-9a8e7644b29e · outbound
This paper cites Defi risks and the decentralisation illusion.BIS Quarterly Review, 21, 2021.
Deep Reputation Scoring in DeFi: zScore-Based Wallet Ranking from Liquidity and Trading Signals Defi risks and the decentralisation illusion.BIS Quarterly Review, 21, 2021
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T13:37:22.889204Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation e95d76a2-678c-42c6-825e-77e5755ba1d0 · outbound
This paper cites Transparency, auditability, and explainability of machine learning models in credit scoring.Journal of the Operational Research Society, 73(1):70–90, 2022.
Deep Reputation Scoring in DeFi: zScore-Based Wallet Ranking from Liquidity and Trading Signals Transparency, auditability, and explainability of machine learning models in credit scoring.Journal of the Operational Research Society, 73(1):70–90, 2022
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T13:37:22.697113Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 4e840c39-7af8-4652-9833-64a08723206a · outbound
This paper cites Machine Learning approach for Credit Scoring.
Deep Reputation Scoring in DeFi: zScore-Based Wallet Ranking from Liquidity and Trading Signals Machine Learning approach for Credit Scoring
Reference 15
- Resolution
- verified exact
- local_arxiv, observed 2026-08-06T13:37:21.663323Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 7d504645-049a-47cb-9d42-e25139714a91 · outbound
This paper cites zScore: A Universal Decentralised Reputation System for the Blockchain Economy.
Deep Reputation Scoring in DeFi: zScore-Based Wallet Ranking from Liquidity and Trading Signals zScore: A Universal Decentralised Reputation System for the Blockchain Economy
Reference 16
- Resolution
- verified exact
- local_arxiv, observed 2026-08-06T13:37:21.486952Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 713f8d0f-14d1-49b3-9653-62185f4aa674 · outbound
This paper cites Wire: Web3 integrated reputation engine.
Deep Reputation Scoring in DeFi: zScore-Based Wallet Ranking from Liquidity and Trading Signals Wire: Web3 integrated reputation engine
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T13:37:22.495709Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation af129e1a-0779-470b-bd46-df33ac138e2b · outbound
This paper cites wild west.
Deep Reputation Scoring in DeFi: zScore-Based Wallet Ranking from Liquidity and Trading Signals wild west
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T13:37:22.330031Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 9e7c83cb-0ecd-47ab-9cb9-0d05c7dd947e · outbound
This paper cites Centralized exchanges vs.
Deep Reputation Scoring in DeFi: zScore-Based Wallet Ranking from Liquidity and Trading Signals Centralized exchanges vs
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T13:37:22.173080Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation bc7d5446-342a-421a-bad1-d1974730390d · outbound
This paper cites Statistical and machine learning models in credit scoring: A systematic literature survey.Applied Soft Computing, 91:106263, 2020.
Deep Reputation Scoring in DeFi: zScore-Based Wallet Ranking from Liquidity and Trading Signals Statistical and machine learning models in credit scoring: A systematic literature survey.Applied Soft Computing, 91:106263, 2020
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T13:37:21.974793Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 391c3d16-38d2-49e5-9a29-5cef71a38226 · outbound
This paper cites Machine learning for credit scoring: Improving logistic regression with non-linear decision-tree effects.European Journal of Operational Research, 297(3):1178–1192, 2022.
Deep Reputation Scoring in DeFi: zScore-Based Wallet Ranking from Liquidity and Trading Signals Machine learning for credit scoring: Improving logistic regression with non-linear decision-tree effects.European Journal of Operational Research, 297(3):1178–1192, 2022
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T13:37:21.788602Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Pith citing papers
Observation 1b39be54-bd7b-4637-bc21-05e0754233a2 · inbound
ZAPs: A Reward Attribution Framework for DeFi Ecosystems with Adversarial-Robust Scoring via Parallel Anomaly Ensemble Detection cites this paper.
ZAPs: A Reward Attribution Framework for DeFi Ecosystems with Adversarial-Robust Scoring via Parallel Anomaly Ensemble Detection Deep Reputation Scoring in DeFi: zScore-Based Wallet Ranking from Liquidity and Trading Signals
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T00:12:28.837592Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.