Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-09T20:40:32.767593Z
Paper Citation Record · LEDGER
Analysis of LLMs vs Human Experts in Requirements Engineering
As of 12 August 2026, this Paper Citation Record lists 24 of 24 outbound references and 1 inbound Pith citation observation for arXiv:2501.19297.
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 2026-08-12T06:34:41.77262+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-05-21T10:10:51.741675Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-21T10:14:06.556589Z
Reference resolution
24 of 24 outbound references displayed
- verified exact11
- verified fuzzy6
- unresolved7
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 4756500f-10b9-467f-8f51-40da7f011d84 · outbound
This paper cites Large Language Models for Software Engineering: A Systematic Literature Review.
Analysis of LLMs vs Human Experts in Requirements Engineering Large Language Models for Software Engineering: A Systematic Literature Review
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-09T20:40:32.653277Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 20293e2e-3ead-4234-acbd-376a6eab5b87 · outbound
This paper cites The Role of Requirements in the Success or Failure of Software Projects,.
Analysis of LLMs vs Human Experts in Requirements Engineering The Role of Requirements in the Success or Failure of Software Projects,
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T20:40:34.654535Z
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.
Observation 7dfc4601-ae3c-47ea-8481-9263b88e38ee · outbound
This paper cites Artificial Intelligence in Software Requirements Engineering: State-of-the-Art,.
Analysis of LLMs vs Human Experts in Requirements Engineering Artificial Intelligence in Software Requirements Engineering: State-of-the-Art,
Reference 3
- Resolution
- verified exact
- arxiv_id_nonexistent, observed 2026-08-09T20:40:34.544820Z
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.
Observation 6eef5abd-3013-4628-834b-4bf867653eb9 · outbound
This paper cites Requirements Elicitation Problems: A Literature Analysis,.
Analysis of LLMs vs Human Experts in Requirements Engineering Requirements Elicitation Problems: A Literature Analysis,
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T20:40:34.638007Z
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.
Observation 475ca284-1217-42d9-9d26-bd3b3cd69af6 · outbound
This paper cites Requirements engineering: a roadmap,.
Analysis of LLMs vs Human Experts in Requirements Engineering Requirements engineering: a roadmap,
Reference 5
- Resolution
- verified exact
- arxiv_id_nonexistent, observed 2026-08-09T20:40:34.385845Z
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.
Observation d8774475-f5a5-4a6f-b3b7-034ede3e78d6 · outbound
This paper cites an unresolved cited work.
Analysis of LLMs vs Human Experts in Requirements Engineering Unresolved cited work
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-09T20:40:32.680808Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 25452a6e-e414-4a79-a143-f0822801b785 · outbound
This paper cites From Ideas to Expressed Needs: an Empirical Study on the Evolution of Requirements during Elicitation,.
Analysis of LLMs vs Human Experts in Requirements Engineering From Ideas to Expressed Needs: an Empirical Study on the Evolution of Requirements during Elicitation,
Reference 7
- Resolution
- verified exact
- arxiv_id_nonexistent, observed 2026-08-09T20:40:34.206285Z
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.
Observation ed37edc6-e981-499c-b565-4feee5d82918 · outbound
This paper cites Systematizing requirements elicitation technique selection,.
Analysis of LLMs vs Human Experts in Requirements Engineering Systematizing requirements elicitation technique selection,
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T20:40:34.622112Z
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.
Observation 9048b0ff-9da4-42a9-91a2-cbdff29a9a5f · outbound
This paper cites Requirements Elicitation and Modelling of Artificial Intelligence Systems: An Empirical Study,.
Analysis of LLMs vs Human Experts in Requirements Engineering Requirements Elicitation and Modelling of Artificial Intelligence Systems: An Empirical Study,
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T20:40:34.607209Z
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.
Observation 55e6a203-2aa7-4915-b32f-1810a0ec50f8 · outbound
This paper cites Requirements elicitation: Towards the unknown unknowns,.
Analysis of LLMs vs Human Experts in Requirements Engineering Requirements elicitation: Towards the unknown unknowns,
Reference 10
- Resolution
- verified exact
- arxiv_id_nonexistent, observed 2026-08-09T20:40:34.043391Z
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.
Observation 95904101-a96f-4ffa-b6c0-2a3d7bae1816 · outbound
This paper cites an unresolved cited work.
Analysis of LLMs vs Human Experts in Requirements Engineering Unresolved cited work
Reference 11
- Resolution
- verified exact
- doi, observed 2026-08-09T20:40:32.843375Z
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.
Observation bc39b824-1076-4b40-8144-308f0e83946f · outbound
This paper cites A new approach for software requirements elicitation,.
Analysis of LLMs vs Human Experts in Requirements Engineering A new approach for software requirements elicitation,
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T20:40:34.592245Z
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.
Observation 82587637-19fb-4bc7-adbe-615efb00511a · outbound
This paper cites Does Writing with Language Models Reduce Content Diversity?.
Analysis of LLMs vs Human Experts in Requirements Engineering Does Writing with Language Models Reduce Content Diversity?
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-09T20:40:32.716094Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7c0b8e34-73ce-4100-bca9-ce0cfd72d595 · outbound
This paper cites R., Shah, J.
Analysis of LLMs vs Human Experts in Requirements Engineering R., Shah, J
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T20:40:34.577567Z
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.
Observation 49730545-56e1-4abb-ba02-a6b21bd79e0d · outbound
This paper cites an unresolved cited work.
Analysis of LLMs vs Human Experts in Requirements Engineering Unresolved cited work
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-09T20:40:32.731491Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8a89b4c5-6555-407c-9e53-94a30357fb56 · outbound
This paper cites Revealing the source: How awareness alters perceptions of AI and human-generated mental health responses.
Analysis of LLMs vs Human Experts in Requirements Engineering Revealing the source: How awareness alters perceptions of AI and human-generated mental health responses
Reference 16
- Resolution
- verified exact
- arxiv_id_nonexistent, observed 2026-08-09T20:40:33.627837Z
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.
Observation e4e90783-d316-48f7-9a0c-eea7ee123f47 · outbound
This paper cites (2023) Human favoritism, not AI aversion: People’s perceptions (and bias) toward generative AI, human experts, and human –GAI collaboration in persuasive content generation.
Analysis of LLMs vs Human Experts in Requirements Engineering (2023) Human favoritism, not AI aversion: People’s perceptions (and bias) toward generative AI, human experts, and human –GAI collaboration in persuasive content generation
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-09T20:40:32.740639Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1cf15a2b-367c-4615-85bd-0a5b65b0d38e · outbound
This paper cites (2020) AI -generated vs.
Analysis of LLMs vs Human Experts in Requirements Engineering (2020) AI -generated vs
Reference 18
- Resolution
- verified exact
- arxiv_id_nonexistent, observed 2026-08-09T20:40:33.442412Z
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.
Observation 68da9482-c6d6-4e89-8bd4-c094fcbb4471 · outbound
This paper cites (2014) Enter the Robot Journalist: Users' perceptions of automated content.
Analysis of LLMs vs Human Experts in Requirements Engineering (2014) Enter the Robot Journalist: Users' perceptions of automated content
Reference 19
- Resolution
- verified exact
- arxiv_id_nonexistent, observed 2026-08-09T20:40:33.398973Z
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.
Observation 3f2e901b-5d14-4d0f-960a-3515bb420807 · outbound
This paper cites (2003) How do users evaluate the credibility of web sites? a study with over 2,500 Participants.
Analysis of LLMs vs Human Experts in Requirements Engineering (2003) How do users evaluate the credibility of web sites? a study with over 2,500 Participants
Reference 20
- Resolution
- verified exact
- arxiv_id_nonexistent, observed 2026-08-09T20:40:33.245830Z
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.
Observation 35d7a85d-2673-4bad-8eb3-4b4bc447b537 · outbound
This paper cites (2023) Value attributed to text -based archives generated by artificial intelligence.
Analysis of LLMs vs Human Experts in Requirements Engineering (2023) Value attributed to text -based archives generated by artificial intelligence
Reference 21
- Resolution
- unresolved
- no resolver link, observed 2026-08-09T20:40:32.758458Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6d0ffb2f-160e-492e-9532-bfd8f38b9ee5 · outbound
This paper cites (2024) The Effects of Perceived AI Use On Content Perceptions.
Analysis of LLMs vs Human Experts in Requirements Engineering (2024) The Effects of Perceived AI Use On Content Perceptions
Reference 22
- Resolution
- verified exact
- arxiv_id_nonexistent, observed 2026-08-09T20:40:33.054292Z
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.
Observation f4eb794c-b3c9-4950-9d57-f696c269c493 · outbound
This paper cites Fully Complete.
Analysis of LLMs vs Human Experts in Requirements Engineering Fully Complete
Reference 23
- Resolution
- unresolved
- no resolver link, observed 2026-08-09T20:40:32.767593Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f4dff2b8-3a2e-4163-bfeb-dbff6e6972f4 · outbound
This paper cites an unresolved cited work.
Analysis of LLMs vs Human Experts in Requirements Engineering Unresolved cited work
Reference 425
- Resolution
- verified exact
- arxiv_id_nonexistent, observed 2026-08-09T20:40:33.811808Z
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.
Pith citing papers
Observation 8ca44f06-b1a6-43c4-ad1a-8bb0ef18fb08 · inbound
PrivacyAkinator: Articulating Key Privacy Design Decisions by Answering LLM-Generated Multiple-choice Questions cites this paper.
PrivacyAkinator: Articulating Key Privacy Design Decisions by Answering LLM-Generated Multiple-choice Questions Analysis of LLMs vs Human Experts in Requirements Engineering
Reference 46
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T10:14:06.558390Z
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.