Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Lessons from the trenches on evaluating machine-learning systems in materials science
As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2503.10837.
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 2026-08-08T06:32:00.761636+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-06T16:32:02.082275Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-11T12:06:02.131669Z
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 e7125f59-67a9-483d-98db-bcfafc7c6619 · inbound
The carbon cost of materials discovery: Can machine learning really accelerate the discovery of new photovoltaics? cites this paper.
The carbon cost of materials discovery: Can machine learning really accelerate the discovery of new photovoltaics? Lessons from the trenches on evaluating machine-learning systems in materials science
Reference 39
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T16:32:02.082275Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 35a1bc22-238c-4c8b-aa5d-a9acae6c15d1 · inbound
Materials Informatics Across the Length Scales cites this paper.
Materials Informatics Across the Length Scales Lessons from the trenches on evaluating machine-learning systems in materials science
Reference 157
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T12:06:02.138652Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.