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Paper Citation Record · LEDGER

Scaling Laws for Emulation of Stellar Spectra

As of 23 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2503.18617.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2503.18617 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 2 of 2 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T20:46:50.609276Z

measured 1 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-08-10T05:30:23.456663Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

0
pith, observed 2026-08-10T05:30:23.456663Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 41307897-3d4a-4117-b323-9bc165ee474c · inbound

Teaching LLMs to Speak Spectroscopy cites this paper.

Teaching LLMs to Speak Spectroscopy Scaling Laws for Emulation of Stellar Spectra

Reference 2019

Resolution
unresolved
no resolver link, observed 2026-08-05T20:46:50.606162Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:46:50.606162Z digest=sha256:a0f258ea2604a31570eac216f4dad82e9cb2025d7c24c959b0449df12c1d7a9b

Observation 186a6181-1c16-4eb5-8c04-c89100e85396 · inbound

Teaching LLMs to Speak Spectroscopy cites this paper.

Teaching LLMs to Speak Spectroscopy Scaling Laws for Emulation of Stellar Spectra

Reference 2025

Resolution
metadata mismatch
local_arxiv, observed 2026-08-05T20:46:50.672420Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-05T20:46:50.609276Z digest=sha256:5f19c5e3b826877105580b029c377559f70cbe7a3ff4261ade42f951c645e582