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Paper Citation Record · LEDGER

Using Large Language Models for Automated Grading of Student Writing about Science

As of 12 August 2026, this Paper Citation Record lists 13 of 13 outbound references and 1 inbound Pith citation observation for arXiv:2412.18719.

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

pith.paper-citation-record.v1
2412.18719 v1

Coverage vector

measured 13 of 13 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T04:37:52.622120Z

measured 14 of 14 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-10T15:08:51.868365Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-10T15:08:52.146099Z

Reference resolution

13 of 13 outbound references displayed

  • verified exact5
  • verified fuzzy3
  • unresolved5
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 79ea391a-a218-4bfd-bf1e-2bc91c463331 · outbound

This paper cites an unresolved cited work.

Using Large Language Models for Automated Grading of Student Writing about Science Unresolved cited work

Reference 1

Resolution
verified exact
doi, observed 2026-08-11T04:37:52.672182Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T04:37:52.578143Z digest=sha256:72414a93f7c7cd14c355e14c58be2901271ccf00b13c2608b3b40f7f1b0bf15b

Observation e9684989-f298-4a47-ae63-0c4f79c5660f · outbound

This paper cites 3 points: The author answers the question thoroughly and thoughtfully and references information from the course to support their perspective or claims.

Using Large Language Models for Automated Grading of Student Writing about Science 3 points: The author answers the question thoroughly and thoughtfully and references information from the course to support their perspective or claims

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T04:37:52.972419Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T04:37:52.618531Z digest=sha256:0819ab14ff46de4fdcd699aabfb6ba8d40658edbaaf417b560d96b47c3157167

Observation 7716b378-91f9-48c2-bdbc-90139445b651 · outbound

This paper cites Training language models to follow instructions with human feedback.

Using Large Language Models for Automated Grading of Student Writing about Science Training language models to follow instructions with human feedback

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-11T04:37:52.600889Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T04:37:52.600889Z digest=sha256:b2636b343d3b4202d7376d60c8ab346ab30dbfb91cc837a380590ad6f49ef114

Observation 05f1dc5c-b776-4fbb-b035-df2814be3c9e · outbound

This paper cites 3 points: The author answers the question thoroughly and thoughtfully and references information from the course to support their perspective or claims.

Using Large Language Models for Automated Grading of Student Writing about Science 3 points: The author answers the question thoroughly and thoughtfully and references information from the course to support their perspective or claims

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T04:37:52.962427Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T04:37:52.622120Z digest=sha256:2e7925ab2ab92461661c3b49fb541ccaad96f6d1e6ef2e421740e8d8aa0eab24

Observation 7398d29f-445b-4814-9787-38882cbf5352 · outbound

This paper cites Shapiro, S.

Using Large Language Models for Automated Grading of Student Writing about Science Shapiro, S

Reference 158

Resolution
unresolved
no resolver link, observed 2026-08-11T04:37:52.607755Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T04:37:52.607755Z digest=sha256:8768af12a3be5f77372f77a480a2d19d8d8ecbeaecd8e0063014447ad3943da4

Observation ed2b6d0f-5f31-4dc1-9fbb-efc51a1391b1 · outbound

This paper cites an unresolved cited work.

Using Large Language Models for Automated Grading of Student Writing about Science Unresolved cited work

Reference 243

Resolution
verified exact
raw_fallback, observed 2026-08-11T04:37:52.953006Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T04:37:52.589142Z digest=sha256:cbb00f9a23a9877f860c0e3659440988a40737567f4578d22ca95ae986068ec8

Observation cdb0f033-d166-43ac-b160-182700667a49 · outbound

This paper cites an unresolved cited work.

Using Large Language Models for Automated Grading of Student Writing about Science Unresolved cited work

Reference 420

Resolution
verified exact
doi, observed 2026-08-11T04:37:52.652028Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T04:37:52.610760Z digest=sha256:7c0e8913ee920f9507b0fd4019ec11c96a0febce827d67be132e8a3188178e2f

Observation 7bfe9e27-7a72-487b-8ff1-3e426bf66494 · outbound

This paper cites an unresolved cited work.

Using Large Language Models for Automated Grading of Student Writing about Science Unresolved cited work

Reference 692

Resolution
unresolved
no resolver link, observed 2026-08-11T04:37:52.592864Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T04:37:52.592864Z digest=sha256:be2a750b87e6fae886bed27c8c18003d1922f76c5337bd8c24d04eee8372573f

Observation 12737303-9662-40ce-9fbe-7bd9782718db · outbound

This paper cites an unresolved cited work.

Using Large Language Models for Automated Grading of Student Writing about Science Unresolved cited work

Reference 746

Resolution
unresolved
raw_fallback, observed 2026-08-11T04:37:52.991548Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T04:37:52.582217Z digest=sha256:25fda59e7c65a72d97fdfbf37366567938a19d433002dc027c578c54e8dc5847

Observation 341636d5-7325-4ac8-8791-8c94fd3bff0f · outbound

This paper cites Factcheck-Bench: Fine-Grained Evaluation Benchmark for Automatic Fact-checkers.

Using Large Language Models for Automated Grading of Student Writing about Science Factcheck-Bench: Fine-Grained Evaluation Benchmark for Automatic Fact-checkers

Reference 754

Resolution
unresolved
no resolver link, observed 2026-08-11T04:37:52.613947Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T04:37:52.613947Z digest=sha256:d43acce6acad610ec3d146281ddbd938411d184208008619df73edb5691f833c

Observation 0aeacaa2-9357-4fb4-9f3a-482a16fb53c6 · outbound

This paper cites an unresolved cited work.

Using Large Language Models for Automated Grading of Student Writing about Science Unresolved cited work

Reference 2020

Resolution
verified exact
doi, observed 2026-08-11T04:37:52.662051Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T04:37:52.585704Z digest=sha256:68d4498937d6cac6cac37f47bb9a618e5daba57734b4633df3775db615dd779e

Observation 217c25da-7580-4299-b151-cac84ee9ff53 · outbound

This paper cites https://www.classcentral.com/report/mooc-stats-2021/.

Using Large Language Models for Automated Grading of Student Writing about Science https://www.classcentral.com/report/mooc-stats-2021/

Reference 2021

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T04:37:52.982163Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T04:37:52.604628Z digest=sha256:766dcdb9987e164be49e1d67872cba1ba6aa02022837b81887322f1d421e8744

Observation e8bc5ffe-83f4-4bab-93e2-ae9d0672ec27 · outbound

This paper cites Can Large Language Models Discern Evidence for Scientific Hypotheses? Case Studies in the Social Sciences.

Using Large Language Models for Automated Grading of Student Writing about Science Can Large Language Models Discern Evidence for Scientific Hypotheses? Case Studies in the Social Sciences

Reference 2024

Resolution
verified exact
local_arxiv, observed 2026-08-11T04:37:52.794477Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T04:37:52.596617Z digest=sha256:e514c2e73b5e35ff3a19e8dbcb0bf291c781081c458afa7d723328d77a030ead

Pith citing papers

Observation 251a9bab-3fa4-479d-be4c-e3465d2df899 · inbound

Automated Assignment Grading with Large Language Models: Insights From a Bioinformatics Course cites this paper.

Automated Assignment Grading with Large Language Models: Insights From a Bioinformatics Course Using Large Language Models for Automated Grading of Student Writing about Science

Reference 15

Resolution
verified exact
local_arxiv, observed 2026-08-10T15:08:52.184505Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T15:08:51.868365Z digest=sha256:73d0632e865b383aff08878f4e0cf76c372768c35317a14a4779f5a79d3d9afa