Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Validation of machine learning based scenario generators
As of 11 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2301.12719.
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 2026-08-11T06:34:44.6726+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-10T21:49:09.539744Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z
Reference resolution
0 of 0 outbound references displayed
- verified exact0
- verified fuzzy0
- unresolved0
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z
Outbound references
No outbound reference observations are available for this paper version.
Pith citing papers
Observation ad0e3861-d20d-4f3f-b67c-c022665ff2ac · inbound
Synthetic Data for Portfolios: A Throw of the Dice Will Never Abolish Chance cites this paper.
Synthetic Data for Portfolios: A Throw of the Dice Will Never Abolish Chance Validation of machine learning based scenario generators
Reference 45
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T21:49:09.539744Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 28721af3-7a11-4776-a5ad-c404b91498c9 · inbound
Data-Driven Duration Management -- Term Structure Forecasting Using Machine Learning cites this paper.
Data-Driven Duration Management -- Term Structure Forecasting Using Machine Learning Validation of machine learning based scenario generators
Reference 15
- Resolution
- verified exact
- arxiv_id, observed 2026-07-04T15:09:55.376834Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 3b8ec5e5-bb81-4ed7-b201-ac18412be088 · inbound
Data-Driven Duration Management -- Term Structure Forecasting Using Machine Learning cites this paper.
Data-Driven Duration Management -- Term Structure Forecasting Using Machine Learning Validation of machine learning based scenario generators
Reference 16
- Resolution
- verified exact
- arxiv_id, observed 2026-06-26T02:18:55.431009Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.