Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-06-27T07:40:55.207538Z
Paper Citation Record · LEDGER
On the Limits of LLM-as-Judge for Scientific Novelty Assessment
As of 18 August 2026, this Paper Citation Record lists 12 of 12 outbound references and 4 inbound Pith citation observations for arXiv:2606.12071.
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 2026-08-18T06:34:40.430872+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-12T11:27:14.679948Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-04T23:25:11.939066Z
Reference resolution
12 of 12 outbound references displayed
- verified exact1
- verified fuzzy0
- unresolved11
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 000faf5e-c0c3-4869-93a7-c756329f3419 · outbound
This paper cites we leave X to future work.
On the Limits of LLM-as-Judge for Scientific Novelty Assessment we leave X to future work
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-06-27T07:40:55.207538Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 15174f60-2529-4827-a610-957105e7ddf4 · outbound
This paper cites creative.
On the Limits of LLM-as-Judge for Scientific Novelty Assessment creative
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-06-27T07:40:55.207538Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation da077c1a-f257-4630-bd63-8a37065fa19b · outbound
This paper cites an unresolved cited work.
On the Limits of LLM-as-Judge for Scientific Novelty Assessment Unresolved cited work
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-06-27T07:40:55.207538Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3f849b24-64aa-4e59-983c-1eb0ab012ebe · outbound
This paper cites an unresolved cited work.
On the Limits of LLM-as-Judge for Scientific Novelty Assessment Unresolved cited work
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-06-27T07:40:55.207538Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 93082ecb-3895-45dd-82ff-4e466bd3082f · outbound
This paper cites scores": [ {.
On the Limits of LLM-as-Judge for Scientific Novelty Assessment scores": [ {
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-06-27T07:40:55.207538Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5c610611-bc47-4738-9028-b3acb66aa098 · outbound
This paper cites This measures whether the research question depends on the specific background paper’s method, dataset, benchmark, component, result, behavior, or setting.
On the Limits of LLM-as-Judge for Scientific Novelty Assessment This measures whether the research question depends on the specific background paper’s method, dataset, benchmark, component, result, behavior, or setting
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-06-27T07:40:55.207538Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3f198958-3a89-4d06-9f74-738ba334bd60 · outbound
This paper cites Which failure modes does GRPO show under long-chain reason- ing?.
On the Limits of LLM-as-Judge for Scientific Novelty Assessment Which failure modes does GRPO show under long-chain reason- ing?
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-06-27T07:40:55.207538Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5519d7cd-40eb-4e2d-8a21-6aabe33b10d9 · outbound
This paper cites ?”. Sinhahajari et al. (2026). On the Limits of LLM-as-Judge for Scientific Novelty Assessment. 31 •Each question must be specific, not a generic question such as “how to improve X.
On the Limits of LLM-as-Judge for Scientific Novelty Assessment ?”. Sinhahajari et al. (2026). On the Limits of LLM-as-Judge for Scientific Novelty Assessment. 31 •Each question must be specific, not a generic question such as “how to improve X
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-06-27T07:40:55.207538Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0bf26d3d-fc2f-4d35-bec3-269e70f8ea90 · outbound
This paper cites an unresolved cited work.
On the Limits of LLM-as-Judge for Scientific Novelty Assessment Unresolved cited work
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-06-27T07:40:55.207538Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 22179afb-779e-4d98-af08-acf8172e41a4 · outbound
This paper cites Q., Gong, C., and Pan, S.
On the Limits of LLM-as-Judge for Scientific Novelty Assessment Q., Gong, C., and Pan, S
Reference 12
- Resolution
- verified exact
- arxiv_id, observed 2026-07-03T13:38:19.491781Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 334d11eb-d806-4964-919d-2307082fe9cc · outbound
This paper cites an unresolved cited work.
On the Limits of LLM-as-Judge for Scientific Novelty Assessment Unresolved cited work
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-06-27T07:40:55.207538Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 542c3534-6a2d-4f48-ba23-682b785da1b5 · outbound
This paper cites ?”. Output format The final visible answer must be a single JSON object conforming exactly to the following schema: {.
On the Limits of LLM-as-Judge for Scientific Novelty Assessment ?”. Output format The final visible answer must be a single JSON object conforming exactly to the following schema: {
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-06-27T07:40:55.207538Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
Observation 9ca89140-f60a-4f64-8d1d-4d347f1dfe03 · inbound
IDEAgent: Agentic Quality-Diversity Search for Research Idea Generation cites this paper.
IDEAgent: Agentic Quality-Diversity Search for Research Idea Generation On the Limits of LLM-as-Judge for Scientific Novelty Assessment
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T05:02:07.347709Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a0b4ef6c-bc87-43a9-b333-fbe8fec22d15 · inbound
Style Wins, Substance Loses: A Diagnosis of LLM-as-Judge in Idea Generation cites this paper.
Style Wins, Substance Loses: A Diagnosis of LLM-as-Judge in Idea Generation On the Limits of LLM-as-Judge for Scientific Novelty Assessment
Reference 68
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-08-04T23:25:11.942480Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation ba30a67f-a21b-48b5-a817-4bccd02bc301 · inbound
Style Wins, Substance Loses: A Diagnosis of LLM-as-Judge in Idea Generation cites this paper.
Style Wins, Substance Loses: A Diagnosis of LLM-as-Judge in Idea Generation On the Limits of LLM-as-Judge for Scientific Novelty Assessment
Reference 68
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T00:15:14.259145Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a744e5b3-94de-4f9c-abd5-b48e66509e8b · inbound
V-FiLLM: Verified Financial LLM Reasoning Benchmark cites this paper.
V-FiLLM: Verified Financial LLM Reasoning Benchmark On the Limits of LLM-as-Judge for Scientific Novelty Assessment
Reference 43
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T11:27:14.679948Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.