Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Exploring the Role of Machine Learning in Scientific Workflows: Opportunities and Challenges
As of 19 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2110.13999.
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 2026-08-12T19:14:50.748152Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-12T19:14:50.941728Z
Reference resolution
0 of 0 outbound references displayed
- verified exact0
- verified fuzzy0
- unresolved0
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
No outbound reference observations are available for this paper version.
Pith citing papers
Observation a9323be9-e690-4166-99d3-0ffb5b8a532b · inbound
An Empirical Investigation on the Challenges in Scientific Workflow Systems Development cites this paper.
An Empirical Investigation on the Challenges in Scientific Workflow Systems Development Exploring the Role of Machine Learning in Scientific Workflows: Opportunities and Challenges
Reference 127
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-08-12T19:14:50.946815Z
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 197de556-0259-4f00-9eea-4321b90c148c · inbound
The (R)evolution of Scientific Workflows in the Agentic AI Era: Towards Autonomous Science cites this paper.
The (R)evolution of Scientific Workflows in the Agentic AI Era: Towards Autonomous Science Exploring the Role of Machine Learning in Scientific Workflows: Opportunities and Challenges
Reference 25
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T18:33:57.231686Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.