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Paper Citation Record · LEDGER

Teaching LMMs for Image Quality Scoring and Interpreting

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 1 inbound Pith citation observation for arXiv:2503.09197.

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

pith.paper-citation-record.v1
2503.09197 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 1 of 1 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T05:18:31.936317Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-07T05:18:32.538232Z

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 39bb99c5-8a07-4aca-b3c6-5d2e52d1d2fb · inbound

Better Reasoning with Less Data: Enhancing VLMs Through Unified Modality Scoring cites this paper.

Better Reasoning with Less Data: Enhancing VLMs Through Unified Modality Scoring Teaching LMMs for Image Quality Scoring and Interpreting

Reference 57

Resolution
verified exact
local_arxiv, observed 2026-08-07T05:18:32.636438Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T05:18:31.936317Z digest=sha256:57d1dcd158680a3db183fc92f12a9c17c34d486d97bf4bb652ec2d3e26b49869