Paper Citation Record · LEDGER

Automated Modernization of Machine Learning Engineering Notebooks for Reproducibility

As of 8 August 2026, this Paper Citation Record lists 22 of 22 outbound references and 0 inbound Pith citation observations for arXiv:2602.07195.

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

pith.paper-citation-record.v1
2602.07195 v2

Coverage vector

measured 22 of 22 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T03:43:06.611373Z

measured 22 of 22 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 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

22 of 22 outbound references displayed

verified exact0
verified fuzzy0
unresolved22
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 45a15d5e-76cb-48b3-8d58-1c69d11df068 · outbound

This paper cites MLE-bench: Evaluating Machine Learning Agents on Machine Learning Engineering.

Automated Modernization of Machine Learning Engineering Notebooks for Reproducibility MLE-bench: Evaluating Machine Learning Agents on Machine Learning Engineering

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-03T03:43:05.501625Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 85003fcf-4e22-4acb-a989-2891e03023d5 · outbound

This paper cites 2025.pigar.

Automated Modernization of Machine Learning Engineering Notebooks for Reproducibility 2025.pigar

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-03T03:43:05.553526Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 57e0e91e-f396-44b1-9013-4f7060fce2c1 · outbound

This paper cites an unresolved cited work.

Automated Modernization of Machine Learning Engineering Notebooks for Reproducibility Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-03T03:43:05.686078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2813ab25-a97a-41a1-83c0-4685535c04bb · outbound

This paper cites an unresolved cited work.

Automated Modernization of Machine Learning Engineering Notebooks for Reproducibility Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-03T03:43:05.744490Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bcdc280c-619d-4135-80f4-d72e44cd14b3 · outbound

This paper cites an unresolved cited work.

Automated Modernization of Machine Learning Engineering Notebooks for Reproducibility Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-03T03:43:05.803245Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e852962a-3769-475b-aa4d-a4501a1dc2f1 · outbound

This paper cites an unresolved cited work.

Automated Modernization of Machine Learning Engineering Notebooks for Reproducibility Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-03T03:43:05.908249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 841fbf93-8232-4d6a-bd90-0fe12062619e · outbound

This paper cites 2025.tiktoken.

Automated Modernization of Machine Learning Engineering Notebooks for Reproducibility 2025.tiktoken

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-03T03:43:05.933356Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c922c474-e2b0-4ad1-ac9f-551d03b6b297 · outbound

This paper cites 2025.Learning to Edit Interactive Machine Learning Notebooks.

Automated Modernization of Machine Learning Engineering Notebooks for Reproducibility 2025.Learning to Edit Interactive Machine Learning Notebooks

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-03T03:43:05.980042Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cc85e4d3-0d28-4626-8614-9ca9fe453e04 · outbound

This paper cites 2025.How to Use Kaggle.

Automated Modernization of Machine Learning Engineering Notebooks for Reproducibility 2025.How to Use Kaggle

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-03T03:43:06.004456Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a6db300-072a-4f01-9ef6-6306760b6ee2 · outbound

This paper cites 2025.How to Use Kaggle.

Automated Modernization of Machine Learning Engineering Notebooks for Reproducibility 2025.How to Use Kaggle

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-03T03:43:06.033680Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5f247fe3-9490-4fe0-9acd-b4f69c33996f · outbound

This paper cites 2025.kaggle.

Automated Modernization of Machine Learning Engineering Notebooks for Reproducibility 2025.kaggle

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-03T03:43:06.065570Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 652a8bba-31f0-4a7b-a253-1ece266fa6f4 · outbound

This paper cites an unresolved cited work.

Automated Modernization of Machine Learning Engineering Notebooks for Reproducibility Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-03T03:43:06.080889Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 17775d4a-4b35-43cc-a8fa-c09ebc32de87 · outbound

This paper cites an unresolved cited work.

Automated Modernization of Machine Learning Engineering Notebooks for Reproducibility Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-03T03:43:06.118708Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b8f8ad37-fcf0-4910-adaa-1abc07140a8d · outbound

This paper cites an unresolved cited work.

Automated Modernization of Machine Learning Engineering Notebooks for Reproducibility Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-03T03:43:06.162786Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7c2e89b5-d020-4ab9-aa5a-98d60007b3e5 · outbound

This paper cites an unresolved cited work.

Automated Modernization of Machine Learning Engineering Notebooks for Reproducibility Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-03T03:43:06.195794Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0d426319-2d1f-4ded-8590-62ac74006b4d · outbound

This paper cites an unresolved cited work.

Automated Modernization of Machine Learning Engineering Notebooks for Reproducibility Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-03T03:43:06.228928Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 42f998ec-83a5-44ee-811b-997a26a28480 · outbound

This paper cites Muller, Soya Park, Justin D.

Automated Modernization of Machine Learning Engineering Notebooks for Reproducibility Muller, Soya Park, Justin D

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-03T03:43:06.263075Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ad60b7f0-0270-4143-9263-657111a93f8e · outbound

This paper cites 2025.LLMs Meet Library Evolution: Evaluating Deprecated API Usage in LLM-Based Code Completion.

Automated Modernization of Machine Learning Engineering Notebooks for Reproducibility 2025.LLMs Meet Library Evolution: Evaluating Deprecated API Usage in LLM-Based Code Completion

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-03T03:43:06.325597Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6cd94705-197a-47a7-a040-e852ffa4ba67 · outbound

This paper cites an unresolved cited work.

Automated Modernization of Machine Learning Engineering Notebooks for Reproducibility Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-03T03:43:06.417539Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b1e2b501-57d8-49dd-8650-5e8ea2e9c7a2 · outbound

This paper cites an unresolved cited work.

Automated Modernization of Machine Learning Engineering Notebooks for Reproducibility Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-03T03:43:06.479504Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4c646cc8-c316-4552-92cb-2a5c244fe413 · outbound

This paper cites an unresolved cited work.

Automated Modernization of Machine Learning Engineering Notebooks for Reproducibility Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-03T03:43:06.548214Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 79c47d45-092a-4da6-a218-da0c31e4b8b9 · outbound

This paper cites an unresolved cited work.

Automated Modernization of Machine Learning Engineering Notebooks for Reproducibility Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-03T03:43:06.611373Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.