{"as_of":"2026-08-19T13:23:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:86cdfdeacd60122aee6ca573d2ab2c42c8d4cca8c874348d3c3cc88302ff9f11","coverage":[{"denominator":21,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":21,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-06T13:37:21.286617Z","state":"measured"},{"denominator":22,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":22,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-19T06:32:44.657259+00:00","state":"measured"},{"denominator":1,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":1,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-01T00:12:28.837592Z","state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"cited_works","source_observed_at":null,"state":"measured"}],"external_citation_measurements":[],"inbound":[{"citation":{"cited_paper":{"arxiv_id":"2507.20494","last_updated":"2025-07-28T03:12:27Z","snapshot_observed_at":"2026-08-13T19:01:28.304909Z","submitted_at":"2025-07-28T03:12:27Z","title":"Deep Reputation Scoring in DeFi: zScore-Based Wallet Ranking from Liquidity and Trading Signals","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2507.20494","snapshot_observed_at":"2026-08-01T00:12:28.837592Z","title":"Kandaswamy, A","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.27859","last_updated":"2026-07-30T08:36:26Z","snapshot_observed_at":"2026-08-14T23:57:55.304945Z","submitted_at":"2026-07-30T08:36:26Z","title":"ZAPs: A Reward Attribution Framework for DeFi Ecosystems with Adversarial-Robust Scoring via Parallel Anomaly Ensemble Detection","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-01T00:12:28.837592Z"},"links":{"cited_paper":"/paper/2507.20494","citing_paper":"/paper/2607.27859"},"observation_digest":"sha256:5817478b77798d6822ae200a24ef047216a24247f51384cc9932ce0bafbedc1b","observation_id":"1b39be54-bd7b-4637-bc21-05e0754233a2","resolution":{"observed_at":"2026-08-01T00:12:28.837592Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"links":{"evidence":"/evidence","html":"/paper/2507.20494/citation-record","integrity":"/paper/2507.20494/integrity","json":"/paper/2507.20494/citation-record.json","paper":"/paper/2507.20494"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T13:37:24.894812Z","title":"Decentralized exchange.American Economic Review, 107(11):3320– 3362, 2017","venue":null,"work_id":"f6cb1118-1125-45a8-afe7-cd1f2f6114ec","year":2017},"citing_paper":{"arxiv_id":"2507.20494","last_updated":"2025-07-28T03:12:27Z","snapshot_observed_at":"2026-08-13T19:01:28.304909Z","submitted_at":"2025-07-28T03:12:27Z","title":"Deep Reputation Scoring in DeFi: zScore-Based Wallet Ranking from Liquidity and Trading Signals","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-06T13:37:19.545233Z"},"links":{"citing_paper":"/paper/2507.20494"},"observation_digest":"sha256:88e7f5ca1c2b49e00718d3d3e381d0d7aca257d177522ac155a006335c81992c","observation_id":"05b15e56-26f3-432a-8612-b47959849ba0","resolution":{"observed_at":"2026-08-06T13:37:25.034028Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T13:37:24.608309Z","title":"Uniswap and the emergence of the decentralized exchange.Journal of financial market infrastructures, 10(2):1–25, 2021","venue":null,"work_id":"625c190b-2a41-43ef-a86c-03b7c20d48cb","year":2021},"citing_paper":{"arxiv_id":"2507.20494","last_updated":"2025-07-28T03:12:27Z","snapshot_observed_at":"2026-08-13T19:01:28.304909Z","submitted_at":"2025-07-28T03:12:27Z","title":"Deep Reputation Scoring in DeFi: zScore-Based Wallet Ranking from Liquidity and Trading Signals","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-06T13:37:19.620390Z"},"links":{"citing_paper":"/paper/2507.20494"},"observation_digest":"sha256:f804e0a0979e408967adc9f69ecccaf391a577eff057239fd5187e7a979b366f","observation_id":"8200c82c-d9df-4fd8-9106-77fbe5295590","resolution":{"observed_at":"2026-08-06T13:37:24.758551Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T13:37:24.354105Z","title":"Evaluating crypto exchanges in the absence of governmental frameworks-a multiple criteria scoring model.Available at SSRN 3432798, 2019","venue":null,"work_id":"f2ee3cd8-c609-46a8-bb34-0228c06f2c6b","year":2019},"citing_paper":{"arxiv_id":"2507.20494","last_updated":"2025-07-28T03:12:27Z","snapshot_observed_at":"2026-08-13T19:01:28.304909Z","submitted_at":"2025-07-28T03:12:27Z","title":"Deep Reputation Scoring in DeFi: zScore-Based Wallet Ranking from Liquidity and Trading Signals","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-06T13:37:19.704078Z"},"links":{"citing_paper":"/paper/2507.20494"},"observation_digest":"sha256:90eabe1245b4499c626b4928e87751227c2077da4101f7b01c8ddd11c17167b3","observation_id":"9a1ded23-4a06-4a95-930f-3fbbd0e0bf5b","resolution":{"observed_at":"2026-08-06T13:37:24.478504Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T13:37:24.121086Z","title":"Crypto exchanges and credit risk: Modeling and forecasting the probability of closure.Journal of Risk and Financial Management, 14(11):516, 2021","venue":null,"work_id":"744fe9db-b9d0-40f7-b71d-157a69f4fee8","year":2021},"citing_paper":{"arxiv_id":"2507.20494","last_updated":"2025-07-28T03:12:27Z","snapshot_observed_at":"2026-08-13T19:01:28.304909Z","submitted_at":"2025-07-28T03:12:27Z","title":"Deep Reputation Scoring in DeFi: zScore-Based Wallet Ranking from Liquidity and Trading Signals","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-06T13:37:19.781612Z"},"links":{"citing_paper":"/paper/2507.20494"},"observation_digest":"sha256:b3d57cd04ec854b4a9d35db5e67bdf97558600994b705412e9bf78b2729a5adc","observation_id":"bbbf87d8-9cd2-4fab-a4ed-5bbbb3032bfe","resolution":{"observed_at":"2026-08-06T13:37:24.215192Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2106.14404","last_updated":"2021-06-28T05:38:51Z","snapshot_observed_at":"2026-08-16T18:14:07.032732Z","submitted_at":"2021-06-28T05:38:51Z","title":"UNISWAP: Impermanent Loss and Risk Profile of a Liquidity Provider","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2106.14404","snapshot_observed_at":"2026-08-06T13:37:19.836898Z","title":"Uniswap: Impermanent loss and risk profile of a liquidity provider","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2507.20494","last_updated":"2025-07-28T03:12:27Z","snapshot_observed_at":"2026-08-13T19:01:28.304909Z","submitted_at":"2025-07-28T03:12:27Z","title":"Deep Reputation Scoring in DeFi: zScore-Based Wallet Ranking from Liquidity and Trading Signals","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-06T13:37:19.836898Z"},"links":{"cited_paper":"/paper/2106.14404","citing_paper":"/paper/2507.20494"},"observation_digest":"sha256:1af2e2dea708aee1a4ec7bd4e15c7a446bad39c168171514a682249f494b579e","observation_id":"5bc58f01-a410-49b4-b5a1-5e3a875a42f5","resolution":{"observed_at":"2026-08-06T13:37:19.836898Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T13:37:23.929423Z","title":"Riskprop: Account risk rating on ethereum via de-anonymous score and network propagation.IEEE Transactions on Dependable and Secure Computing, 2024","venue":null,"work_id":"12142eef-55a6-4450-af85-3a3149ea0eb5","year":2024},"citing_paper":{"arxiv_id":"2507.20494","last_updated":"2025-07-28T03:12:27Z","snapshot_observed_at":"2026-08-13T19:01:28.304909Z","submitted_at":"2025-07-28T03:12:27Z","title":"Deep Reputation Scoring in DeFi: zScore-Based Wallet Ranking from Liquidity and Trading Signals","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-06T13:37:19.921005Z"},"links":{"citing_paper":"/paper/2507.20494"},"observation_digest":"sha256:6b9fa27bff2ff35089c39e5cb18173aa79c0941249f475559b953a9c7349f55b","observation_id":"a2fd9853-5e00-49e1-9769-bbcd8a23809b","resolution":{"observed_at":"2026-08-06T13:37:24.004497Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T13:37:23.746914Z","title":"A reputation scoring framework for lending protocols using the pagerank algorithm","venue":null,"work_id":"db8d4f74-890f-4a2f-abd4-a2e96f03f88d","year":2024},"citing_paper":{"arxiv_id":"2507.20494","last_updated":"2025-07-28T03:12:27Z","snapshot_observed_at":"2026-08-13T19:01:28.304909Z","submitted_at":"2025-07-28T03:12:27Z","title":"Deep Reputation Scoring in DeFi: zScore-Based Wallet Ranking from Liquidity and Trading Signals","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-06T13:37:20.012080Z"},"links":{"citing_paper":"/paper/2507.20494"},"observation_digest":"sha256:b7c56ff0b24f8d4a0bb252bc229db0e72f3989c2bad69ccc3ab94bd38167c54b","observation_id":"17515a23-eefc-42f9-8c63-33c35988821d","resolution":{"observed_at":"2026-08-06T13:37:23.851605Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T13:37:23.556077Z","title":"Decentralized credit scoring: Black box 3.0.American Business Law Journal, 61(2):91–111, 2024","venue":null,"work_id":"0eb43444-13fb-43f1-baa9-8efa6a5027f5","year":2024},"citing_paper":{"arxiv_id":"2507.20494","last_updated":"2025-07-28T03:12:27Z","snapshot_observed_at":"2026-08-13T19:01:28.304909Z","submitted_at":"2025-07-28T03:12:27Z","title":"Deep Reputation Scoring in DeFi: zScore-Based Wallet Ranking from Liquidity and Trading Signals","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-06T13:37:20.102004Z"},"links":{"citing_paper":"/paper/2507.20494"},"observation_digest":"sha256:3322148a0c211ed866b208281ef46309724df1060e5b56e944fb3bc00f388f66","observation_id":"27e2fb06-5c38-4f33-9575-052b8a6f85d4","resolution":{"observed_at":"2026-08-06T13:37:23.662763Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T13:37:23.363830Z","title":"PhD thesis, San José State University, 2024","venue":null,"work_id":"9a252278-c588-4eec-a38e-95b29d7de29a","year":2024},"citing_paper":{"arxiv_id":"2507.20494","last_updated":"2025-07-28T03:12:27Z","snapshot_observed_at":"2026-08-13T19:01:28.304909Z","submitted_at":"2025-07-28T03:12:27Z","title":"Deep Reputation Scoring in DeFi: zScore-Based Wallet Ranking from Liquidity and Trading Signals","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-06T13:37:20.194303Z"},"links":{"citing_paper":"/paper/2507.20494"},"observation_digest":"sha256:a8236fd16923ec3d07edd50e7fdc43c16b2df4e5e437c12ea02068c140f8c7c2","observation_id":"93c2de89-f5ea-4a78-94b7-9ddf09327177","resolution":{"observed_at":"2026-08-06T13:37:23.473641Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T13:37:23.151872Z","title":"Risk forecasting comparisons in decentralized finance: An approach in constant product market makers.Computational Economics, 65(1):395–428, 2025","venue":null,"work_id":"870ac8cd-95b2-493a-b809-1dc446e93dab","year":2025},"citing_paper":{"arxiv_id":"2507.20494","last_updated":"2025-07-28T03:12:27Z","snapshot_observed_at":"2026-08-13T19:01:28.304909Z","submitted_at":"2025-07-28T03:12:27Z","title":"Deep Reputation Scoring in DeFi: zScore-Based Wallet Ranking from Liquidity and Trading Signals","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-06T13:37:20.291283Z"},"links":{"citing_paper":"/paper/2507.20494"},"observation_digest":"sha256:c7610322def6ece6765f1adf3efdae7e4e13b66cf68c6ff054adf2a2f2f46af5","observation_id":"81395ef5-66d4-42ab-ab90-1b09da239f3e","resolution":{"observed_at":"2026-08-06T13:37:23.274795Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T13:37:20.356824Z","title":"Risks and returns of uniswap v3 liquidity providers","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2507.20494","last_updated":"2025-07-28T03:12:27Z","snapshot_observed_at":"2026-08-13T19:01:28.304909Z","submitted_at":"2025-07-28T03:12:27Z","title":"Deep Reputation Scoring in DeFi: zScore-Based Wallet Ranking from Liquidity and Trading Signals","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-06T13:37:20.356824Z"},"links":{"citing_paper":"/paper/2507.20494"},"observation_digest":"sha256:a647d0a2bd8bf5071bd9478ed769b5cc3de62414c17c452e6c52749a273680b0","observation_id":"9f134fa8-cc99-4059-b2b9-720031966b8c","resolution":{"observed_at":"2026-08-06T13:37:20.356824Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T13:37:23.004250Z","title":"Defi protocol risks: The paradox of defi.Regtech, suptech and beyond: innovation and technology in financial services” riskbooks–forthcoming Q, 3, 2021","venue":null,"work_id":"88ef3504-7d95-4fd8-bf49-73249630947f","year":2021},"citing_paper":{"arxiv_id":"2507.20494","last_updated":"2025-07-28T03:12:27Z","snapshot_observed_at":"2026-08-13T19:01:28.304909Z","submitted_at":"2025-07-28T03:12:27Z","title":"Deep Reputation Scoring in DeFi: zScore-Based Wallet Ranking from Liquidity and Trading Signals","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-06T13:37:20.442343Z"},"links":{"citing_paper":"/paper/2507.20494"},"observation_digest":"sha256:b0d52aac3c9ef2bbfd4981f50d935406cb04d84ee6e67e406d1754ad56f5efb0","observation_id":"4fa01236-154c-4985-942b-cf53fb929276","resolution":{"observed_at":"2026-08-06T13:37:23.085244Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T13:37:22.785813Z","title":"Defi risks and the decentralisation illusion.BIS Quarterly Review, 21, 2021","venue":null,"work_id":"2e6993ab-ccce-4b98-8dac-286f0119984b","year":2021},"citing_paper":{"arxiv_id":"2507.20494","last_updated":"2025-07-28T03:12:27Z","snapshot_observed_at":"2026-08-13T19:01:28.304909Z","submitted_at":"2025-07-28T03:12:27Z","title":"Deep Reputation Scoring in DeFi: zScore-Based Wallet Ranking from Liquidity and Trading Signals","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-06T13:37:20.539838Z"},"links":{"citing_paper":"/paper/2507.20494"},"observation_digest":"sha256:df687f6404980532601787511138eed8029ce2b8254818667d18c7ceae1748ed","observation_id":"15962e04-78fe-4e98-8b55-9a8e7644b29e","resolution":{"observed_at":"2026-08-06T13:37:22.889204Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T13:37:22.595556Z","title":"Transparency, auditability, and explainability of machine learning models in credit scoring.Journal of the Operational Research Society, 73(1):70–90, 2022","venue":null,"work_id":"26b05c99-5c9b-42e7-939a-9cb6d3e378a6","year":2022},"citing_paper":{"arxiv_id":"2507.20494","last_updated":"2025-07-28T03:12:27Z","snapshot_observed_at":"2026-08-13T19:01:28.304909Z","submitted_at":"2025-07-28T03:12:27Z","title":"Deep Reputation Scoring in DeFi: zScore-Based Wallet Ranking from Liquidity and Trading Signals","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-06T13:37:20.634409Z"},"links":{"citing_paper":"/paper/2507.20494"},"observation_digest":"sha256:ff5a241c8879b0862adb86b9cbcdc4d4a754778ec45de182cafb4feb71e0e2e1","observation_id":"e95d76a2-678c-42c6-825e-77e5755ba1d0","resolution":{"observed_at":"2026-08-06T13:37:22.697113Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2008.01687","last_updated":"2020-07-20T21:29:06Z","snapshot_observed_at":"2026-08-16T11:08:07.462090Z","submitted_at":"2020-07-20T21:29:06Z","title":"Machine Learning approach for Credit Scoring","version":1},"cited_work":{"arxiv_id":"2008.01687","doi":null,"metadata_source":"pith","pith_arxiv_id":"2008.01687","snapshot_observed_at":"2026-08-06T13:37:21.595413Z","title":"Machine Learning approach for Credit Scoring","venue":"q-fin.ST","work_id":"5b23b3a9-1153-4fce-832f-9fa9ed13775f","year":2020},"citing_paper":{"arxiv_id":"2507.20494","last_updated":"2025-07-28T03:12:27Z","snapshot_observed_at":"2026-08-13T19:01:28.304909Z","submitted_at":"2025-07-28T03:12:27Z","title":"Deep Reputation Scoring in DeFi: zScore-Based Wallet Ranking from Liquidity and Trading Signals","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-06T13:37:20.727602Z"},"links":{"cited_paper":"/paper/2008.01687","citing_paper":"/paper/2507.20494"},"observation_digest":"sha256:06acbcc62565302f9aac31824b64ebb4c5425abba15a991b312e02d997d10eb6","observation_id":"4e840c39-7af8-4652-9833-64a08723206a","resolution":{"observed_at":"2026-08-06T13:37:21.663323Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2503.05718","last_updated":"2025-02-17T07:19:04Z","snapshot_observed_at":"2026-08-18T02:24:57.704147Z","submitted_at":"2025-02-17T07:19:04Z","title":"zScore: A Universal Decentralised Reputation System for the Blockchain Economy","version":1},"cited_work":{"arxiv_id":"2503.05718","doi":null,"metadata_source":"pith","pith_arxiv_id":"2503.05718","snapshot_observed_at":"2026-08-06T13:37:21.397614Z","title":"zScore: A Universal Decentralised Reputation System for the Blockchain Economy","venue":"cs.CY","work_id":"60cbad5a-2eb4-4c9a-9ab9-e6f6e5593231","year":2025},"citing_paper":{"arxiv_id":"2507.20494","last_updated":"2025-07-28T03:12:27Z","snapshot_observed_at":"2026-08-13T19:01:28.304909Z","submitted_at":"2025-07-28T03:12:27Z","title":"Deep Reputation Scoring in DeFi: zScore-Based Wallet Ranking from Liquidity and Trading Signals","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-06T13:37:20.791357Z"},"links":{"cited_paper":"/paper/2503.05718","citing_paper":"/paper/2507.20494"},"observation_digest":"sha256:b2c2ab8d293eca1b57c23dc48aaa17d105a12a20122d7e6820eb4135515f92d8","observation_id":"7d504645-049a-47cb-9d42-e25139714a91","resolution":{"observed_at":"2026-08-06T13:37:21.486952Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T13:37:22.430090Z","title":"Wire: Web3 integrated reputation engine","venue":null,"work_id":"bda64b40-3111-45c6-9ad4-fa5245fbdce8","year":2024},"citing_paper":{"arxiv_id":"2507.20494","last_updated":"2025-07-28T03:12:27Z","snapshot_observed_at":"2026-08-13T19:01:28.304909Z","submitted_at":"2025-07-28T03:12:27Z","title":"Deep Reputation Scoring in DeFi: zScore-Based Wallet Ranking from Liquidity and Trading Signals","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-06T13:37:20.917978Z"},"links":{"citing_paper":"/paper/2507.20494"},"observation_digest":"sha256:3965cbe6077eeb831ce4753eac1100ad674fa4367fd8ece5647f68aa56ea7e9d","observation_id":"713f8d0f-14d1-49b3-9653-62185f4aa674","resolution":{"observed_at":"2026-08-06T13:37:22.495709Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T13:37:22.258766Z","title":"wild west","venue":null,"work_id":"78c919a8-b3f4-4fc9-9781-7792cc194de4","year":2021},"citing_paper":{"arxiv_id":"2507.20494","last_updated":"2025-07-28T03:12:27Z","snapshot_observed_at":"2026-08-13T19:01:28.304909Z","submitted_at":"2025-07-28T03:12:27Z","title":"Deep Reputation Scoring in DeFi: zScore-Based Wallet Ranking from Liquidity and Trading Signals","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-06T13:37:21.008563Z"},"links":{"citing_paper":"/paper/2507.20494"},"observation_digest":"sha256:2fdd9c993319dd5da32ef9c77a3614091b705bb71a69fa0912724b40c17c3ff4","observation_id":"af129e1a-0779-470b-bd46-df33ac138e2b","resolution":{"observed_at":"2026-08-06T13:37:22.330031Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T13:37:22.059357Z","title":"Centralized exchanges vs","venue":null,"work_id":"e89930b2-b0be-4554-bbf0-7c1c2e370dbf","year":2024},"citing_paper":{"arxiv_id":"2507.20494","last_updated":"2025-07-28T03:12:27Z","snapshot_observed_at":"2026-08-13T19:01:28.304909Z","submitted_at":"2025-07-28T03:12:27Z","title":"Deep Reputation Scoring in DeFi: zScore-Based Wallet Ranking from Liquidity and Trading Signals","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-06T13:37:21.096681Z"},"links":{"citing_paper":"/paper/2507.20494"},"observation_digest":"sha256:d8192763270b427aae3bc70946c3f9fc269fb7c3bb0804cfdd35e3b81f88ebf6","observation_id":"9e7c83cb-0ecd-47ab-9cb9-0d05c7dd947e","resolution":{"observed_at":"2026-08-06T13:37:22.173080Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T13:37:21.882151Z","title":"Statistical and machine learning models in credit scoring: A systematic literature survey.Applied Soft Computing, 91:106263, 2020","venue":null,"work_id":"ae34fc45-4aba-4127-a38f-c55db39857e4","year":2020},"citing_paper":{"arxiv_id":"2507.20494","last_updated":"2025-07-28T03:12:27Z","snapshot_observed_at":"2026-08-13T19:01:28.304909Z","submitted_at":"2025-07-28T03:12:27Z","title":"Deep Reputation Scoring in DeFi: zScore-Based Wallet Ranking from Liquidity and Trading Signals","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-06T13:37:21.200028Z"},"links":{"citing_paper":"/paper/2507.20494"},"observation_digest":"sha256:d3eb532d7109275e155c8ae498c58018ed96a5c95ee92e6acc28e522a57202a6","observation_id":"bc7d5446-342a-421a-bad1-d1974730390d","resolution":{"observed_at":"2026-08-06T13:37:21.974793Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T13:37:21.690959Z","title":"Machine learning for credit scoring: Improving logistic regression with non-linear decision-tree effects.European Journal of Operational Research, 297(3):1178–1192, 2022","venue":null,"work_id":"99517445-e4a9-4b1e-97c4-0e9b819b8006","year":2022},"citing_paper":{"arxiv_id":"2507.20494","last_updated":"2025-07-28T03:12:27Z","snapshot_observed_at":"2026-08-13T19:01:28.304909Z","submitted_at":"2025-07-28T03:12:27Z","title":"Deep Reputation Scoring in DeFi: zScore-Based Wallet Ranking from Liquidity and Trading Signals","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-06T13:37:21.286617Z"},"links":{"citing_paper":"/paper/2507.20494"},"observation_digest":"sha256:756165a6bcfc8761c9166de2431ad698a03638ccf359c8f30ec05a0c8a178736","observation_id":"391c3d16-38d2-49e5-9a29-5cef71a38226","resolution":{"observed_at":"2026-08-06T13:37:21.788602Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}}],"paper":{"arxiv_id":"2507.20494","last_updated":"2025-07-28T03:12:27Z","latest_version":1,"primary_category":"q-fin.GN","snapshot_observed_at":"2026-08-13T19:01:28.304909Z","submitted_at":"2025-07-28T03:12:27Z","title":"Deep Reputation Scoring in DeFi: zScore-Based Wallet Ranking from Liquidity and Trading Signals"},"reference_resolution":{"displayed":21,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":2,"verified_exact":2,"verified_fuzzy":17},"total_outbound_references":21},"refusal":"A citation records a reference. It does not transfer a finding from one paper to another.","schema":"pith.paper-citation-record.v1","standing_sources":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"thesis":"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."}