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Paper Citation Record · LEDGER

Proof-of-concept: Using ChatGPT to Translate and Modernize an Earth System Model from Fortran to Python/JAX

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2405.00018.

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

pith.paper-citation-record.v1
2405.00018 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 3 of 3 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T00:11:22.325414Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T15:17:07.880145Z

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 c7ba4068-32ec-45fc-a86c-65b7da649f3c · inbound

Systematic LLM Translation of Legacy Scientific Code to Differentiable Frameworks: Application to a Land Surface Model cites this paper.

Systematic LLM Translation of Legacy Scientific Code to Differentiable Frameworks: Application to a Land Surface Model Proof-of-concept: Using ChatGPT to Translate and Modernize an Earth System Model from Fortran to Python/JAX

Reference 72

Resolution
verified exact
arxiv_id, observed 2026-07-02T15:17:07.881490Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-06-27T23:57:59.270213Z digest=sha256:cdc8bbfe122cb5341af55280137825e3ca9f80e9cbf739e2967b1ade97db1235

Observation 2b6b5715-a276-46c0-ad71-0250979bab69 · inbound

A Fortran General-Purpose Transpiler: Proof of Concept cites this paper.

A Fortran General-Purpose Transpiler: Proof of Concept Proof-of-concept: Using ChatGPT to Translate and Modernize an Earth System Model from Fortran to Python/JAX

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-04T01:14:43.987254Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T01:14:43.987254Z digest=sha256:d21ee1bf570ab06caf94a843f526e899c8d8d8d696bfecb5e15caf0b7b8b4f2d

Observation 483530d5-a2f1-4917-81bb-12cec3f3b010 · inbound

FESOM2-JAX v1.0: a differentiable shadow of the ocean-sea-ice model FESOM2, cast onto GPUs cites this paper.

FESOM2-JAX v1.0: a differentiable shadow of the ocean-sea-ice model FESOM2, cast onto GPUs Proof-of-concept: Using ChatGPT to Translate and Modernize an Earth System Model from Fortran to Python/JAX

Reference 77

Resolution
unresolved
no resolver link, observed 2026-08-06T00:11:22.325414Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T00:11:22.325414Z digest=sha256:5065895002f455e5fd82e16a75e3c107034fad76f971b34723a9110ea85ab0d4