Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-18T23:58:10.667370Z
Paper Citation Record · LEDGER
Echoes of Automation: The Increasing Use of LLMs in Newsmaking
As of 16 August 2026, this Paper Citation Record lists 21 of 21 outbound references and 0 inbound Pith citation observations for arXiv:2508.06445.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
21 of 21 outbound references displayed
- verified exact4
- verified fuzzy11
- unresolved6
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation ce3013e2-cece-42d4-b0bd-f18c7c63287d · outbound
This paper cites an unresolved cited work.
Echoes of Automation: The Increasing Use of LLMs in Newsmaking Unresolved cited work
Reference 1
- Resolution
- unresolved
- raw_fallback, observed 2026-05-19T00:01:57.291793Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 857268e7-2a99-4d57-9c6a-d203bccf8258 · outbound
This paper cites Are We in the AI-Generated Text World Already? Quantifying and Monitoring AIGT on Social Media.
Echoes of Automation: The Increasing Use of LLMs in Newsmaking Are We in the AI-Generated Text World Already? Quantifying and Monitoring AIGT on Social Media
Reference 2
- Resolution
- verified exact
- arxiv_id, observed 2026-05-19T00:01:56.449552Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 8cd5be9d-cfc2-491c-bc06-420ff1d0b8bc · outbound
This paper cites an unresolved cited work.
Echoes of Automation: The Increasing Use of LLMs in Newsmaking Unresolved cited work
Reference 3
- Resolution
- unresolved
- raw_fallback, observed 2026-05-19T00:01:57.269524Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation acc7f324-1c28-47f7-b79e-38bf0264188b · outbound
This paper cites The ethics of ChatGPT in medicine and healthcare: a systematic review on Large Language Models (LLMs).
Echoes of Automation: The Increasing Use of LLMs in Newsmaking The ethics of ChatGPT in medicine and healthcare: a systematic review on Large Language Models (LLMs)
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-19T00:01:57.273385Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation dd2cd867-818c-46da-a7d1-55579b9f205a · outbound
This paper cites R., Ekström, B., Rödl, M.
Echoes of Automation: The Increasing Use of LLMs in Newsmaking R., Ekström, B., Rödl, M
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-19T00:01:57.265856Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 31889c4a-fc34-4cbd-acaa-41d8dbde260e · outbound
This paper cites of the ACM (CACM), Vol.
Echoes of Automation: The Increasing Use of LLMs in Newsmaking of the ACM (CACM), Vol
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-19T00:01:57.285040Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation f3adcb62-e902-4f83-a669-b3708e868335 · outbound
This paper cites an unresolved cited work.
Echoes of Automation: The Increasing Use of LLMs in Newsmaking Unresolved cited work
Reference 7
- Resolution
- unresolved
- raw_fallback, observed 2026-05-19T00:01:57.281139Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation ae95774b-4208-4425-bf35-df914a7cc549 · outbound
This paper cites Applied Sciences 13(9), 5783 (2023), 10.3390/app13095783.
Echoes of Automation: The Increasing Use of LLMs in Newsmaking Applied Sciences 13(9), 5783 (2023), 10.3390/app13095783
Reference 8
- Resolution
- verified exact
- doi, observed 2026-05-19T00:01:55.728901Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 91f86095-1425-4dfd-a7f1-5db95c003d1b · outbound
This paper cites et al., Spotting LLMs With Binocu- lars: Zero-Shot Detection of Machine-Generated Text, ICML 2024.
Echoes of Automation: The Increasing Use of LLMs in Newsmaking et al., Spotting LLMs With Binocu- lars: Zero-Shot Detection of Machine-Generated Text, ICML 2024
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-19T00:01:57.277322Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation fc3499d9-9d2e-4dfd-9870-e282767a22d7 · outbound
This paper cites et al., Fast-DetectGPT: Efficient Zero-Shot Detection of Machine-Generated Text via Conditional Probability Curvature, ICLR 2024.
Echoes of Automation: The Increasing Use of LLMs in Newsmaking et al., Fast-DetectGPT: Efficient Zero-Shot Detection of Machine-Generated Text via Conditional Probability Curvature, ICLR 2024
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-19T00:01:57.298538Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 5275b5c4-1f21-4aa4-85e3-a772c9c80480 · outbound
This paper cites an unresolved cited work.
Echoes of Automation: The Increasing Use of LLMs in Newsmaking Unresolved cited work
Reference 11
- Resolution
- unresolved
- raw_fallback, observed 2026-05-19T00:01:57.294987Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation c787d89a-e2d5-4d06-b299-7d8b8f75878f · outbound
This paper cites (2023).https://openai.com/chatgpt.
Echoes of Automation: The Increasing Use of LLMs in Newsmaking (2023).https://openai.com/chatgpt
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-19T00:01:57.288640Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation a308f85e-255b-40c7-87b3-ff8d5cf4833d · outbound
This paper cites an unresolved cited work.
Echoes of Automation: The Increasing Use of LLMs in Newsmaking Unresolved cited work
Reference 13
- Resolution
- verified exact
- arxiv_id, observed 2026-05-19T00:01:56.454444Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 288bd89c-9268-4762-abf6-c8520736b98e · outbound
This paper cites (2024).https://www.
Echoes of Automation: The Increasing Use of LLMs in Newsmaking (2024).https://www
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-19T00:01:57.313475Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation f6470981-257e-4643-9619-c6c10c5552a5 · outbound
This paper cites an unresolved cited work.
Echoes of Automation: The Increasing Use of LLMs in Newsmaking Unresolved cited work
Reference 15
- Resolution
- verified exact
- arxiv_id, observed 2026-05-19T00:01:55.724597Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation d68f6434-4067-4843-8d0a-850e152c140d · outbound
This paper cites on Machine Learning and Prin- ciples Practice of Knowledge Discovery in Databases (ECML-PKDD), Würzburg, Germany, September 2019.
Echoes of Automation: The Increasing Use of LLMs in Newsmaking on Machine Learning and Prin- ciples Practice of Knowledge Discovery in Databases (ECML-PKDD), Würzburg, Germany, September 2019
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-19T00:01:57.309572Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 95a12ef0-9368-450b-9b3d-661ab34e0c74 · outbound
This paper cites an unresolved cited work.
Echoes of Automation: The Increasing Use of LLMs in Newsmaking Unresolved cited work
Reference 17
- Resolution
- unresolved
- raw_fallback, observed 2026-05-19T00:01:57.302080Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 1ffc516d-ca38-479f-9220-53ea84f52069 · outbound
This paper cites In: Métais, E., Meziane, F., Sugumaran, V., Manning, W., Reiff-Marganiec, S.
Echoes of Automation: The Increasing Use of LLMs in Newsmaking In: Métais, E., Meziane, F., Sugumaran, V., Manning, W., Reiff-Marganiec, S
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-19T00:01:57.305668Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 5d9812f2-e202-46c3-a02a-44aebd8806f3 · outbound
This paper cites No Starch Press, San Francisco, CA (2020).
Echoes of Automation: The Increasing Use of LLMs in Newsmaking No Starch Press, San Francisco, CA (2020)
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-19T00:01:57.316836Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 1e42a1ba-492d-4be2-8c0e-c40bdd4bbfe6 · outbound
This paper cites Slatkine, Genève, Switzerland (1978).
Echoes of Automation: The Increasing Use of LLMs in Newsmaking Slatkine, Genève, Switzerland (1978)
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-19T00:01:57.320072Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 87df44da-a28d-42e4-b8dc-6da342404d80 · outbound
This paper cites an unresolved cited work.
Echoes of Automation: The Increasing Use of LLMs in Newsmaking Unresolved cited work
Reference 21
- Resolution
- unresolved
- raw_fallback, observed 2026-05-19T00:01:57.323367Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Pith citing papers
No inbound Pith citation observations are available.