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Paper Citation Record · LEDGER

DS@GT at CheckThat! 2025: Ensemble Methods for Detection of Scientific Discourse on Social Media

As of 7 August 2026, this Paper Citation Record lists 16 of 16 outbound references and 0 inbound Pith citation observations for arXiv:2507.06205.

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

pith.paper-citation-record.v1
2507.06205 v1

Coverage vector

measured 16 of 16 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T19:11:51.182403Z

measured 16 of 16 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

16 of 16 outbound references displayed

  • verified exact1
  • verified fuzzy5
  • unresolved10
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 430fb5ed-75f7-4f9a-8a4c-db12637be6d9 · outbound

This paper cites Hafid, Y.

DS@GT at CheckThat! 2025: Ensemble Methods for Detection of Scientific Discourse on Social Media Hafid, Y

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:11:52.922881Z

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=pdf_text observed=2026-08-06T19:11:49.184777Z digest=sha256:0fb8bb3df2084158d992105ac5502a88890d647b11cce791d9170ce4c74e38f9

Observation 93a089f7-4435-4774-9337-9f45157a2957 · outbound

This paper cites Thorne, A.

DS@GT at CheckThat! 2025: Ensemble Methods for Detection of Scientific Discourse on Social Media Thorne, A

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:11:52.731790Z

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=pdf_text observed=2026-08-06T19:11:49.267583Z digest=sha256:297fbe03645133ed43b535c412d930ec2d8fb896af4590661f570b7701ae37b1

Observation 390c3141-a448-4c8a-baa2-f49968e47839 · outbound

This paper cites ScispaCy: Fast and Robust Models for Biomedical Natural Language Processing.

DS@GT at CheckThat! 2025: Ensemble Methods for Detection of Scientific Discourse on Social Media ScispaCy: Fast and Robust Models for Biomedical Natural Language Processing

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-06T19:11:49.392948Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:11:49.392948Z digest=sha256:9c864dddbeb9874e87e22b19e72d4825cad93190c454028714c5db48659d8fbe

Observation 9d8e441c-0e5c-4a56-a319-d91d18761586 · outbound

This paper cites Hafid, S.

DS@GT at CheckThat! 2025: Ensemble Methods for Detection of Scientific Discourse on Social Media Hafid, S

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-06T19:11:49.534240Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:11:49.534240Z digest=sha256:3ab435f09b3acfedf10b0c23027aa33771bb65d947c402179fffa605a521445b

Observation d6814d7a-9ae5-40aa-a7ac-ac2bac341512 · outbound

This paper cites Dimitrov, E.

DS@GT at CheckThat! 2025: Ensemble Methods for Detection of Scientific Discourse on Social Media Dimitrov, E

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-06T19:11:49.696511Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:11:49.696511Z digest=sha256:a8d0156f1b622d76381fd9d22510c8bdd63d124838d9d0c68b5ba00005720d8b

Observation 9096533c-51da-4803-83d4-fc7cdeec130e · outbound

This paper cites TweetsKB: A Public and Large-Scale RDF Corpus of Annotated Tweets.

DS@GT at CheckThat! 2025: Ensemble Methods for Detection of Scientific Discourse on Social Media TweetsKB: A Public and Large-Scale RDF Corpus of Annotated Tweets

Reference 6

Resolution
verified exact
local_arxiv, observed 2026-08-06T19:11:51.493536Z

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=pdf_text observed=2026-08-06T19:11:49.832061Z digest=sha256:3c25ff98634064a3a7e192dedf7f65ae530c45b6927a683afa4d6e437c3ece8b

Observation 1ea4cb9b-906a-4762-9c6f-d32843a57947 · outbound

This paper cites an unresolved cited work.

DS@GT at CheckThat! 2025: Ensemble Methods for Detection of Scientific Discourse on Social Media Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:11:52.473908Z

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=pdf_text observed=2026-08-06T19:11:49.969526Z digest=sha256:672cb667996559814e36103daae4de28fa3304a28ad68fcfecc460a8b2c8c654

Observation b792fe22-393d-4e95-be40-20f82e08db06 · outbound

This paper cites Fine-Tuned 'Small' LLMs (Still) Significantly Outperform Zero-Shot Generative AI Models in Text Classification.

DS@GT at CheckThat! 2025: Ensemble Methods for Detection of Scientific Discourse on Social Media Fine-Tuned 'Small' LLMs (Still) Significantly Outperform Zero-Shot Generative AI Models in Text Classification

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-06T19:11:50.088904Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:11:50.088904Z digest=sha256:2805884437e836489796e4c92a367deb2f388c5d72d34583c579561eb836272d

Observation cc31462f-c23a-4403-b610-12aceab8d12e · outbound

This paper cites Generative AI for Programming Education: Benchmarking ChatGPT, GPT-4, and Human Tutors.

DS@GT at CheckThat! 2025: Ensemble Methods for Detection of Scientific Discourse on Social Media Generative AI for Programming Education: Benchmarking ChatGPT, GPT-4, and Human Tutors

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-06T19:11:50.236393Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:11:50.236393Z digest=sha256:599512fd5926a5ce5104e24c40f6be26043ed195181936f0e37bd1fe904f08be

Observation c5cab0dc-98ad-454a-a7d7-a0af01a608da · outbound

This paper cites Pedregosa, G.

DS@GT at CheckThat! 2025: Ensemble Methods for Detection of Scientific Discourse on Social Media Pedregosa, G

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-06T19:11:50.354910Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:11:50.354910Z digest=sha256:1dd27ff0fc8ddacaf732e2c8b2aa25d4062b32c6d00eb712e20251062267c451

Observation 6908c390-6ebe-4a98-889f-fd2c25cad75a · outbound

This paper cites PyTorch: An Imperative Style, High-Performance Deep Learning Library.

DS@GT at CheckThat! 2025: Ensemble Methods for Detection of Scientific Discourse on Social Media PyTorch: An Imperative Style, High-Performance Deep Learning Library

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-06T19:11:50.479769Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:11:50.479769Z digest=sha256:ecc5fbc78e173e21e215b6a62b197ab38021ff5132d54350e981a0a2ff41bdb6

Observation 5ae0c009-3966-4e81-b7b7-7ff4d2c6ad13 · outbound

This paper cites Generative Large Language Models in Automated Fact-Checking: A Survey.

DS@GT at CheckThat! 2025: Ensemble Methods for Detection of Scientific Discourse on Social Media Generative Large Language Models in Automated Fact-Checking: A Survey

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-06T19:11:50.618796Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:11:50.618796Z digest=sha256:d7c3f8a78a9c1139819f20a6ed20992ae28df9a886e2a338a5e0a9e777c00f02

Observation 70c6bfa2-9da7-4c67-8207-f8fbb233ed14 · outbound

This paper cites Karpathy, A deep dive into llms like chatgpt, https://youtu.be/7xTGNNLPyMI?si= vLbxE2ZEvviHX02e, 2025.

DS@GT at CheckThat! 2025: Ensemble Methods for Detection of Scientific Discourse on Social Media Karpathy, A deep dive into llms like chatgpt, https://youtu.be/7xTGNNLPyMI?si= vLbxE2ZEvviHX02e, 2025

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:11:52.284832Z

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=pdf_text observed=2026-08-06T19:11:50.769316Z digest=sha256:eec38e30abfe215f1f4b30444fec8c5dde602c2fde4880b64669bd63f690cb49

Observation 684ce640-afe2-4d4f-94ed-73b0e7a65cc7 · outbound

This paper cites Chase, Langchain, https://www.langchain.com/, 2022.

DS@GT at CheckThat! 2025: Ensemble Methods for Detection of Scientific Discourse on Social Media Chase, Langchain, https://www.langchain.com/, 2022

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:11:52.049682Z

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=pdf_text observed=2026-08-06T19:11:50.912061Z digest=sha256:348695b5ac34ddd9107d1b42effd121bd815597bd457317b58873b1c263fe4d4

Observation 920165f5-f9e7-41b0-bbc0-5b8929cfa426 · outbound

This paper cites Accessed May 2025.

DS@GT at CheckThat! 2025: Ensemble Methods for Detection of Scientific Discourse on Social Media Accessed May 2025

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:11:51.886358Z

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=pdf_text observed=2026-08-06T19:11:51.032690Z digest=sha256:baa3e5dba298bb8efc526f04c03aad551b9b385b7175818230601e0e73dffceb

Observation b0d0d00e-da67-4860-9f7f-b99a73afab2a · outbound

This paper cites URL: http://www.

DS@GT at CheckThat! 2025: Ensemble Methods for Detection of Scientific Discourse on Social Media URL: http://www

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-06T19:11:51.182403Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:11:51.182403Z digest=sha256:f0b9fb4367d864199266353f574a57e6f14ab6f975962774a9719d5957409ab1

Pith citing papers

No inbound Pith citation observations are available.