Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-06-29T20:14:41.874134Z
Paper Citation Record · LEDGER
Workflow Closure Is Not Scientific Closure in Auto-Research Systems
As of 22 August 2026, this Paper Citation Record lists 100 of 123 outbound references and 1 inbound Pith citation observation for arXiv:2605.26200.
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 2026-08-22T06:32:14.747728+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-07-13T04:47:57.575546Z
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
100 of 123 outbound references displayed
- verified exact26
- verified fuzzy0
- unresolved71
- parse uncertain3
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation b35ce4f5-a666-4cc8-8b0a-70028837f2a9 · outbound
This paper cites an unresolved cited work.
Workflow Closure Is Not Scientific Closure in Auto-Research Systems Unresolved cited work
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-06-29T20:14:41.874134Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0bb9d92b-da3b-4485-b2ac-31d89563c7fd · outbound
This paper cites an unresolved cited work.
Workflow Closure Is Not Scientific Closure in Auto-Research Systems Unresolved cited work
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-06-29T20:14:41.874134Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dc60eac1-c165-4069-a4b9-05b30f620851 · outbound
This paper cites an unresolved cited work.
Workflow Closure Is Not Scientific Closure in Auto-Research Systems Unresolved cited work
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-06-29T20:14:41.874134Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 797d43f2-6998-46e1-bdc0-7619416da614 · outbound
This paper cites an unresolved cited work.
Workflow Closure Is Not Scientific Closure in Auto-Research Systems Unresolved cited work
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-06-29T20:14:41.874134Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation eacfde20-89f9-4fef-8f8d-8af4e7df9758 · outbound
This paper cites an unresolved cited work.
Workflow Closure Is Not Scientific Closure in Auto-Research Systems Unresolved cited work
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-06-29T20:14:41.874134Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d24b3a8b-16af-48a4-85df-9b2f5a367c03 · outbound
This paper cites an unresolved cited work.
Workflow Closure Is Not Scientific Closure in Auto-Research Systems Unresolved cited work
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-06-29T20:14:41.874134Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7c94b534-7be0-4545-b7df-197c88c392f1 · outbound
This paper cites an unresolved cited work.
Workflow Closure Is Not Scientific Closure in Auto-Research Systems Unresolved cited work
Reference 7
- Resolution
- parse uncertain
- no resolver link, observed 2026-06-29T20:14:41.874134Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 89032083-b410-493f-b2b2-b5eaa2626915 · outbound
This paper cites an unresolved cited work.
Workflow Closure Is Not Scientific Closure in Auto-Research Systems Unresolved cited work
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-06-29T20:14:41.874134Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 971c559a-965e-4f10-80f5-aa5518648c2c · outbound
This paper cites an unresolved cited work.
Workflow Closure Is Not Scientific Closure in Auto-Research Systems Unresolved cited work
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-06-29T20:14:41.874134Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d779f229-d8e3-4b72-a7a0-70fa9dd4d711 · outbound
This paper cites an unresolved cited work.
Workflow Closure Is Not Scientific Closure in Auto-Research Systems Unresolved cited work
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-06-29T20:14:41.874134Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 084b8c85-15ad-4a5b-a2b0-2541da1ced85 · outbound
This paper cites an unresolved cited work.
Workflow Closure Is Not Scientific Closure in Auto-Research Systems Unresolved cited work
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-06-29T20:14:41.874134Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b40aa1dd-942d-4388-93aa-ca8f076a9d2c · outbound
This paper cites an unresolved cited work.
Workflow Closure Is Not Scientific Closure in Auto-Research Systems Unresolved cited work
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-06-29T20:14:41.874134Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2d19a8a3-3fb5-4a55-89b2-1c2a48fa7c32 · outbound
This paper cites an unresolved cited work.
Workflow Closure Is Not Scientific Closure in Auto-Research Systems Unresolved cited work
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-06-29T20:14:41.874134Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a6468787-234b-4962-8804-87b4e03ed097 · outbound
This paper cites an unresolved cited work.
Workflow Closure Is Not Scientific Closure in Auto-Research Systems Unresolved cited work
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-06-29T20:14:41.874134Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5392fda5-e62f-4eb5-8814-47627eed1f93 · outbound
This paper cites an unresolved cited work.
Workflow Closure Is Not Scientific Closure in Auto-Research Systems Unresolved cited work
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-06-29T20:14:41.874134Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f8621119-992f-45d2-b129-0cecccbb0b5e · outbound
This paper cites an unresolved cited work.
Workflow Closure Is Not Scientific Closure in Auto-Research Systems Unresolved cited work
Reference 16
- Resolution
- parse uncertain
- no resolver link, observed 2026-06-29T20:14:41.874134Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f602dc1e-86e7-4896-96d5-16305fd98cf5 · outbound
This paper cites an unresolved cited work.
Workflow Closure Is Not Scientific Closure in Auto-Research Systems Unresolved cited work
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-06-29T20:14:41.874134Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b8809aba-a17a-4e8b-8d41-b98cb6b9efc5 · outbound
This paper cites an unresolved cited work.
Workflow Closure Is Not Scientific Closure in Auto-Research Systems Unresolved cited work
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-06-29T20:14:41.874134Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f87abe48-8650-4dce-b3c4-082ca86b95f0 · outbound
This paper cites an unresolved cited work.
Workflow Closure Is Not Scientific Closure in Auto-Research Systems Unresolved cited work
Reference 19
- Resolution
- unresolved
- no resolver link, observed 2026-06-29T20:14:41.874134Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5b81e92c-5294-4241-a27d-ac619b1fb79d · outbound
This paper cites an unresolved cited work.
Workflow Closure Is Not Scientific Closure in Auto-Research Systems Unresolved cited work
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-06-29T20:14:41.874134Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d18ec4c1-6cbf-4629-8b94-2ecf8ac6b86e · outbound
This paper cites an unresolved cited work.
Workflow Closure Is Not Scientific Closure in Auto-Research Systems Unresolved cited work
Reference 21
- Resolution
- unresolved
- no resolver link, observed 2026-06-29T20:14:41.874134Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 28da5a52-3b59-4afc-a0d1-ecd0f68ed579 · outbound
This paper cites an unresolved cited work.
Workflow Closure Is Not Scientific Closure in Auto-Research Systems Unresolved cited work
Reference 22
- Resolution
- unresolved
- no resolver link, observed 2026-06-29T20:14:41.874134Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d255d7eb-07f0-4400-b7f5-d6f5091715ae · outbound
This paper cites an unresolved cited work.
Workflow Closure Is Not Scientific Closure in Auto-Research Systems Unresolved cited work
Reference 23
- Resolution
- unresolved
- no resolver link, observed 2026-06-29T20:14:41.874134Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7800b09a-3812-439d-8896-4ae0b48c9ec6 · outbound
This paper cites an unresolved cited work.
Workflow Closure Is Not Scientific Closure in Auto-Research Systems Unresolved cited work
Reference 24
- Resolution
- unresolved
- no resolver link, observed 2026-06-29T20:14:41.874134Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 741ca1b5-fe20-4798-8a4c-52bfd8cb658d · outbound
This paper cites an unresolved cited work.
Workflow Closure Is Not Scientific Closure in Auto-Research Systems Unresolved cited work
Reference 25
- Resolution
- unresolved
- no resolver link, observed 2026-06-29T20:14:41.874134Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3c156f54-4d29-4cd0-932b-3003a3c6e2b4 · outbound
This paper cites an unresolved cited work.
Workflow Closure Is Not Scientific Closure in Auto-Research Systems Unresolved cited work
Reference 26
- Resolution
- unresolved
- no resolver link, observed 2026-06-29T20:14:41.874134Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c968fac1-717d-477e-bec4-b70aafa8ee0f · outbound
This paper cites an unresolved cited work.
Workflow Closure Is Not Scientific Closure in Auto-Research Systems Unresolved cited work
Reference 27
- Resolution
- unresolved
- no resolver link, observed 2026-06-29T20:14:41.874134Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a83162e7-fe78-4e06-83da-54e9faf4dc5c · outbound
This paper cites an unresolved cited work.
Workflow Closure Is Not Scientific Closure in Auto-Research Systems Unresolved cited work
Reference 28
- Resolution
- unresolved
- no resolver link, observed 2026-06-29T20:14:41.874134Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3e78f93b-29f9-48b6-bf23-65affeb78221 · outbound
This paper cites an unresolved cited work.
Workflow Closure Is Not Scientific Closure in Auto-Research Systems Unresolved cited work
Reference 29
- Resolution
- unresolved
- no resolver link, observed 2026-06-29T20:14:41.874134Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a31522b2-833e-46dc-80e5-8287984ef001 · outbound
This paper cites an unresolved cited work.
Workflow Closure Is Not Scientific Closure in Auto-Research Systems Unresolved cited work
Reference 30
- Resolution
- unresolved
- no resolver link, observed 2026-06-29T20:14:41.874134Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 716f576a-4d31-4eac-a574-2209ae413434 · outbound
This paper cites an unresolved cited work.
Workflow Closure Is Not Scientific Closure in Auto-Research Systems Unresolved cited work
Reference 31
- Resolution
- unresolved
- no resolver link, observed 2026-06-29T20:14:41.874134Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e726c1d2-45fb-49a9-bad2-e82a049cc7c0 · outbound
This paper cites an unresolved cited work.
Workflow Closure Is Not Scientific Closure in Auto-Research Systems Unresolved cited work
Reference 32
- Resolution
- unresolved
- no resolver link, observed 2026-06-29T20:14:41.874134Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 06898181-88b8-4038-87a6-c6c99b0ee64e · outbound
This paper cites an unresolved cited work.
Workflow Closure Is Not Scientific Closure in Auto-Research Systems Unresolved cited work
Reference 33
- Resolution
- unresolved
- no resolver link, observed 2026-06-29T20:14:41.874134Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d31d7e95-ed93-49c5-8805-4b421f2ea3ed · outbound
This paper cites an unresolved cited work.
Workflow Closure Is Not Scientific Closure in Auto-Research Systems Unresolved cited work
Reference 34
- Resolution
- unresolved
- no resolver link, observed 2026-06-29T20:14:41.874134Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0c1bace9-a5a3-4f22-84a8-f218d6b68a6d · outbound
This paper cites an unresolved cited work.
Workflow Closure Is Not Scientific Closure in Auto-Research Systems Unresolved cited work
Reference 35
- Resolution
- parse uncertain
- no resolver link, observed 2026-06-29T20:14:41.874134Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 25280d14-b2a6-485c-8b1b-1fd12cc7990b · outbound
This paper cites an unresolved cited work.
Workflow Closure Is Not Scientific Closure in Auto-Research Systems Unresolved cited work
Reference 36
- Resolution
- unresolved
- no resolver link, observed 2026-06-29T20:14:41.874134Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6c2cd3d5-454e-4457-84b9-5bc9e6e6ce78 · outbound
This paper cites an unresolved cited work.
Workflow Closure Is Not Scientific Closure in Auto-Research Systems Unresolved cited work
Reference 37
- Resolution
- unresolved
- no resolver link, observed 2026-06-29T20:14:41.874134Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 901e48e2-96bb-45aa-bfc7-2d78679ebde9 · outbound
This paper cites Alexander, B.
Workflow Closure Is Not Scientific Closure in Auto-Research Systems Alexander, B
Reference 38
- Resolution
- unresolved
- no resolver link, observed 2026-06-29T20:14:41.874134Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 83995f62-af2c-42b7-bb65-96be9b3a0a02 · outbound
This paper cites EvoSkill: Automated Skill Discovery for Multi-Agent Systems.
Workflow Closure Is Not Scientific Closure in Auto-Research Systems EvoSkill: Automated Skill Discovery for Multi-Agent Systems
Reference 39
- Resolution
- verified exact
- local_arxiv, observed 2026-07-01T16:45:51.478673Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 6dbf9054-f9d1-4c7d-94ae-0975be115386 · outbound
This paper cites Aygün, A.
Workflow Closure Is Not Scientific Closure in Auto-Research Systems Aygün, A
Reference 40
- Resolution
- unresolved
- no resolver link, observed 2026-06-29T20:14:41.874134Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 59e8863f-0b79-4cb7-be5e-9f7a6be6c392 · outbound
This paper cites an unresolved cited work.
Workflow Closure Is Not Scientific Closure in Auto-Research Systems Unresolved cited work
Reference 41
- Resolution
- unresolved
- no resolver link, observed 2026-06-29T20:14:41.874134Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e3befaf5-55de-40e2-bf27-c317e20e8d2f · outbound
This paper cites an unresolved cited work.
Workflow Closure Is Not Scientific Closure in Auto-Research Systems Unresolved cited work
Reference 42
- Resolution
- unresolved
- no resolver link, observed 2026-06-29T20:14:41.874134Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3bec55e5-b360-4ea7-81ff-f8f1164482db · outbound
This paper cites Agentic Design of Compositional Descriptors via Autoresearch for Materials Science Applications.
Workflow Closure Is Not Scientific Closure in Auto-Research Systems Agentic Design of Compositional Descriptors via Autoresearch for Materials Science Applications
Reference 43
- Resolution
- verified exact
- local_arxiv, observed 2026-07-01T16:45:51.481742Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 1ff9e468-9f05-4f6f-b45f-f63aceebf0ab · outbound
This paper cites Evolving medical imaging agents via experience-driven self-skill discovery.
Workflow Closure Is Not Scientific Closure in Auto-Research Systems Evolving medical imaging agents via experience-driven self-skill discovery
Reference 44
- Resolution
- verified exact
- arxiv_id, observed 2026-07-01T16:45:51.488121Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation a77f96de-281d-416a-a53a-dd50ce2773f3 · outbound
This paper cites Ferreira, L.
Workflow Closure Is Not Scientific Closure in Auto-Research Systems Ferreira, L
Reference 45
- Resolution
- unresolved
- no resolver link, observed 2026-06-29T20:14:41.874134Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 610dc460-d99f-420a-b4c1-c1f75f65f9db · outbound
This paper cites an unresolved cited work.
Workflow Closure Is Not Scientific Closure in Auto-Research Systems Unresolved cited work
Reference 46
- Resolution
- unresolved
- no resolver link, observed 2026-06-29T20:14:41.874134Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 98a1dd7e-d745-498b-9df5-62e3c8225e8b · outbound
This paper cites Gottweis, W.-H.
Workflow Closure Is Not Scientific Closure in Auto-Research Systems Gottweis, W.-H
Reference 47
- Resolution
- unresolved
- no resolver link, observed 2026-06-29T20:14:41.874134Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e86b0f9f-535c-42fa-83b4-fe880187a505 · outbound
This paper cites Swe-skills-bench: Do agent skills actually help in real-world software engineering?.
Workflow Closure Is Not Scientific Closure in Auto-Research Systems Swe-skills-bench: Do agent skills actually help in real-world software engineering?
Reference 48
- Resolution
- verified exact
- arxiv_id, observed 2026-07-01T16:45:51.497985Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation c4e8c1d9-ab54-4752-8cb6-84a8f7d005ea · outbound
This paper cites an unresolved cited work.
Workflow Closure Is Not Scientific Closure in Auto-Research Systems Unresolved cited work
Reference 49
- Resolution
- unresolved
- no resolver link, observed 2026-06-29T20:14:41.874134Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3d55a2cb-47ab-48dc-b350-d9012751935c · outbound
This paper cites Dr.Sai: An agentic AI for real-world physics analysis at BESIII.
Workflow Closure Is Not Scientific Closure in Auto-Research Systems Dr.Sai: An agentic AI for real-world physics analysis at BESIII
Reference 50
- Resolution
- verified exact
- local_arxiv, observed 2026-07-01T16:45:51.439466Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation b1fc70c0-710b-4596-99f3-a36a314cc99c · outbound
This paper cites Deep Research Agents: A Systematic Examination And Roadmap.
Workflow Closure Is Not Scientific Closure in Auto-Research Systems Deep Research Agents: A Systematic Examination And Roadmap
Reference 51
- Resolution
- verified exact
- arxiv_id, observed 2026-07-01T16:45:51.454108Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation daeaef80-033a-4c49-9075-f429c86a1d0a · outbound
This paper cites an unresolved cited work.
Workflow Closure Is Not Scientific Closure in Auto-Research Systems Unresolved cited work
Reference 52
- Resolution
- unresolved
- no resolver link, observed 2026-06-29T20:14:41.874134Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 21684e0b-d63b-4eb7-aad7-5a89b6aac753 · outbound
This paper cites an unresolved cited work.
Workflow Closure Is Not Scientific Closure in Auto-Research Systems Unresolved cited work
Reference 53
- Resolution
- unresolved
- no resolver link, observed 2026-06-29T20:14:41.874134Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e70da146-1552-42a6-adc0-dd757ed3daa6 · outbound
This paper cites XSkill: Continual Learning from Experience and Skills in Multimodal Agents.
Workflow Closure Is Not Scientific Closure in Auto-Research Systems XSkill: Continual Learning from Experience and Skills in Multimodal Agents
Reference 54
- Resolution
- verified exact
- arxiv_id, observed 2026-07-02T02:17:26.572211Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation df48ade0-c17c-4946-ba96-e365eaa16973 · outbound
This paper cites Karpathy.
Workflow Closure Is Not Scientific Closure in Auto-Research Systems Karpathy
Reference 55
- Resolution
- unresolved
- no resolver link, observed 2026-06-29T20:14:41.874134Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 71adc570-b49d-4e8a-9aa1-6858917cf946 · outbound
This paper cites Karwowski, O.
Workflow Closure Is Not Scientific Closure in Auto-Research Systems Karwowski, O
Reference 56
- Resolution
- unresolved
- no resolver link, observed 2026-06-29T20:14:41.874134Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c8a997e0-a4a9-464a-b9f9-882be8cb517c · outbound
This paper cites Khandelwal and S.
Workflow Closure Is Not Scientific Closure in Auto-Research Systems Khandelwal and S
Reference 57
- Resolution
- unresolved
- no resolver link, observed 2026-06-29T20:14:41.874134Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5aa8f420-dcd6-4ab4-a8e4-ebc40f68cb77 · outbound
This paper cites an unresolved cited work.
Workflow Closure Is Not Scientific Closure in Auto-Research Systems Unresolved cited work
Reference 58
- Resolution
- unresolved
- no resolver link, observed 2026-06-29T20:14:41.874134Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4b9efca8-9f4e-4274-8631-204209f7220e · outbound
This paper cites Agent Skill Acquisition for Large Language Models via CycleQD.
Workflow Closure Is Not Scientific Closure in Auto-Research Systems Agent Skill Acquisition for Large Language Models via CycleQD
Reference 59
- Resolution
- verified exact
- arxiv_id, observed 2026-07-01T16:45:51.458640Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 995d141b-34b0-478b-b0d0-ea4bb3e290b4 · outbound
This paper cites an unresolved cited work.
Workflow Closure Is Not Scientific Closure in Auto-Research Systems Unresolved cited work
Reference 60
- Resolution
- unresolved
- no resolver link, observed 2026-06-29T20:14:41.874134Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fd34bdfd-f35c-496c-9b57-930eb8b9be16 · outbound
This paper cites an unresolved cited work.
Workflow Closure Is Not Scientific Closure in Auto-Research Systems Unresolved cited work
Reference 61
- Resolution
- unresolved
- no resolver link, observed 2026-06-29T20:14:41.874134Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e54f3c91-19ec-427f-98c6-6afd107b55bc · outbound
This paper cites Organizing, orchestrating, and benchmarking agent skills at ecosystem scale.
Workflow Closure Is Not Scientific Closure in Auto-Research Systems Organizing, orchestrating, and benchmarking agent skills at ecosystem scale
Reference 62
- Resolution
- verified exact
- arxiv_id, observed 2026-07-01T16:45:51.468046Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation ca10f3e7-0573-432f-9c32-75285726041d · outbound
This paper cites an unresolved cited work.
Workflow Closure Is Not Scientific Closure in Auto-Research Systems Unresolved cited work
Reference 63
- Resolution
- unresolved
- no resolver link, observed 2026-06-29T20:14:41.874134Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4f0f1ffd-90b8-46bb-b3b5-8609a72e6676 · outbound
This paper cites When single-agent with skills replace multi-agent systems and when they fail.
Workflow Closure Is Not Scientific Closure in Auto-Research Systems When single-agent with skills replace multi-agent systems and when they fail
Reference 64
- Resolution
- verified exact
- arxiv_id, observed 2026-07-01T16:45:51.442050Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 419b4b85-8774-4d25-82fe-111348d44324 · outbound
This paper cites SkillsBench: Benchmarking How Well Agent Skills Work Across Diverse Tasks.
Workflow Closure Is Not Scientific Closure in Auto-Research Systems SkillsBench: Benchmarking How Well Agent Skills Work Across Diverse Tasks
Reference 65
- Resolution
- verified exact
- local_arxiv, observed 2026-07-01T16:45:51.444757Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation ef037e69-f043-4bd8-9099-48c94585a48f · outbound
This paper cites AutoSOTA: An End-to-End Automated Research System for State-of-the-Art AI Model Discovery.
Workflow Closure Is Not Scientific Closure in Auto-Research Systems AutoSOTA: An End-to-End Automated Research System for State-of-the-Art AI Model Discovery
Reference 66
- Resolution
- verified exact
- local_arxiv, observed 2026-07-01T16:45:51.500418Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation c26814b0-2d44-4363-a06a-9ae2e84f7655 · outbound
This paper cites SkillNet: Create, Evaluate, and Connect AI Skills.
Workflow Closure Is Not Scientific Closure in Auto-Research Systems SkillNet: Create, Evaluate, and Connect AI Skills
Reference 67
- Resolution
- verified exact
- arxiv_id, observed 2026-08-20T02:23:33.197848Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 6f191cb6-c8d1-4dbc-ae87-0a9fa807b2b6 · outbound
This paper cites an unresolved cited work.
Workflow Closure Is Not Scientific Closure in Auto-Research Systems Unresolved cited work
Reference 68
- Resolution
- verified exact
- arxiv_id, observed 2026-07-01T16:45:51.473077Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation b24df2ff-a077-46cf-b664-4c9872844073 · outbound
This paper cites an unresolved cited work.
Workflow Closure Is Not Scientific Closure in Auto-Research Systems Unresolved cited work
Reference 69
- Resolution
- unresolved
- no resolver link, observed 2026-06-29T20:14:41.874134Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ebe2ce25-8446-44d9-a674-bcc1eead7edb · outbound
This paper cites an unresolved cited work.
Workflow Closure Is Not Scientific Closure in Auto-Research Systems Unresolved cited work
Reference 70
- Resolution
- unresolved
- no resolver link, observed 2026-06-29T20:14:41.874134Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7ad1fffa-59d6-4944-a341-6d1ef789e3ba · outbound
This paper cites an unresolved cited work.
Workflow Closure Is Not Scientific Closure in Auto-Research Systems Unresolved cited work
Reference 71
- Resolution
- unresolved
- no resolver link, observed 2026-06-29T20:14:41.874134Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4f71f1d3-9178-4a96-9947-d26e8e3d78be · outbound
This paper cites an unresolved cited work.
Workflow Closure Is Not Scientific Closure in Auto-Research Systems Unresolved cited work
Reference 72
- Resolution
- unresolved
- no resolver link, observed 2026-06-29T20:14:41.874134Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7e9afc89-c5fd-48d0-a2d2-d5c669d0c2c8 · outbound
This paper cites MedProbeBench: Systematic Benchmarking at Deep Evidence Integration for Expert-level Medical Guideline.
Workflow Closure Is Not Scientific Closure in Auto-Research Systems MedProbeBench: Systematic Benchmarking at Deep Evidence Integration for Expert-level Medical Guideline
Reference 73
- Resolution
- verified exact
- local_arxiv, observed 2026-07-01T16:45:51.449312Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation c87417dc-88bc-4d86-adf8-ee79d98ef1a1 · outbound
This paper cites EvolveMem:Self-Evolving Memory Architecture via AutoResearch for LLM Agents.
Workflow Closure Is Not Scientific Closure in Auto-Research Systems EvolveMem:Self-Evolving Memory Architecture via AutoResearch for LLM Agents
Reference 74
- Resolution
- verified exact
- local_arxiv, observed 2026-07-01T16:45:51.411127Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 2b249fa3-4ee2-4aad-bf34-327af30b78be · outbound
This paper cites an unresolved cited work.
Workflow Closure Is Not Scientific Closure in Auto-Research Systems Unresolved cited work
Reference 75
- Resolution
- unresolved
- no resolver link, observed 2026-06-29T20:14:41.874134Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4f7ded2b-836a-47c9-af5d-9dd016b258a3 · outbound
This paper cites Categorizing Variants of Goodhart's Law.
Workflow Closure Is Not Scientific Closure in Auto-Research Systems Categorizing Variants of Goodhart's Law
Reference 76
- Resolution
- verified exact
- local_arxiv, observed 2026-07-01T16:45:51.493180Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 3632ff8e-9ceb-4bf3-8e43-a24f07b65e0b · outbound
This paper cites Messeri and M.
Workflow Closure Is Not Scientific Closure in Auto-Research Systems Messeri and M
Reference 77
- Resolution
- unresolved
- no resolver link, observed 2026-06-29T20:14:41.874134Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7467396d-2f10-4660-86aa-9f97a4c4af6e · outbound
This paper cites Trace2Skill: Distill Trajectory-Local Lessons into Transferable Agent Skills.
Workflow Closure Is Not Scientific Closure in Auto-Research Systems Trace2Skill: Distill Trajectory-Local Lessons into Transferable Agent Skills
Reference 78
- Resolution
- verified exact
- local_arxiv, observed 2026-07-01T16:45:51.460836Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 8d7d187d-ac12-41a3-84a8-d2727245f188 · outbound
This paper cites Novikov, M.
Workflow Closure Is Not Scientific Closure in Auto-Research Systems Novikov, M
Reference 79
- Resolution
- unresolved
- no resolver link, observed 2026-06-29T20:14:41.874134Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1fe22d5e-7d08-4d00-8ed4-a28d5d216ccc · outbound
This paper cites Introducing deep research, 2025.
Workflow Closure Is Not Scientific Closure in Auto-Research Systems Introducing deep research, 2025
Reference 80
- Resolution
- unresolved
- no resolver link, observed 2026-06-29T20:14:41.874134Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9ccb0d8e-6680-41d7-9a39-545d41e97638 · outbound
This paper cites an unresolved cited work.
Workflow Closure Is Not Scientific Closure in Auto-Research Systems Unresolved cited work
Reference 81
- Resolution
- unresolved
- no resolver link, observed 2026-06-29T20:14:41.874134Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 828b3b3e-3a18-4587-84df-52f9358a36ef · outbound
This paper cites Panfilov, P.
Workflow Closure Is Not Scientific Closure in Auto-Research Systems Panfilov, P
Reference 82
- Resolution
- unresolved
- no resolver link, observed 2026-06-29T20:14:41.874134Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9e78faca-5c7c-41e0-b76d-b52d2c33f5d4 · outbound
This paper cites Pepe, C.-Y.
Workflow Closure Is Not Scientific Closure in Auto-Research Systems Pepe, C.-Y
Reference 83
- Resolution
- unresolved
- no resolver link, observed 2026-06-29T20:14:41.874134Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 10d3477b-2fed-40c3-87aa-c2165f9db8b9 · outbound
This paper cites Medmaslab: A unified orchestration framework for benchmarking multimodal medical multi-agent systems.
Workflow Closure Is Not Scientific Closure in Auto-Research Systems Medmaslab: A unified orchestration framework for benchmarking multimodal medical multi-agent systems
Reference 84
- Resolution
- verified exact
- arxiv_id, observed 2026-07-01T16:45:51.451889Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 5cf6209a-9c18-45cd-bc15-2b76caa814be · outbound
This paper cites Memory Intelligence Agent.
Workflow Closure Is Not Scientific Closure in Auto-Research Systems Memory Intelligence Agent
Reference 85
- Resolution
- verified exact
- local_arxiv, observed 2026-07-01T16:45:51.446972Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation a7e6742f-8acb-4c29-9f4e-2fa9c3608b7f · outbound
This paper cites an unresolved cited work.
Workflow Closure Is Not Scientific Closure in Auto-Research Systems Unresolved cited work
Reference 86
- Resolution
- unresolved
- no resolver link, observed 2026-06-29T20:14:41.874134Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 417ec4f4-5a6e-4de8-847a-0347e26e8e61 · outbound
This paper cites CORAL: Towards Autonomous Multi-Agent Evolution for Open-Ended Discovery.
Workflow Closure Is Not Scientific Closure in Auto-Research Systems CORAL: Towards Autonomous Multi-Agent Evolution for Open-Ended Discovery
Reference 87
- Resolution
- verified exact
- local_arxiv, observed 2026-07-01T16:45:51.476374Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 2e65cb4b-4325-444c-bad4-5b336c60cf47 · outbound
This paper cites an unresolved cited work.
Workflow Closure Is Not Scientific Closure in Auto-Research Systems Unresolved cited work
Reference 88
- Resolution
- unresolved
- no resolver link, observed 2026-06-29T20:14:41.874134Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 439a2309-214a-48ca-8b23-9db1cec353d0 · outbound
This paper cites Qu and M.
Workflow Closure Is Not Scientific Closure in Auto-Research Systems Qu and M
Reference 89
- Resolution
- unresolved
- no resolver link, observed 2026-06-29T20:14:41.874134Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 12db9e17-7920-495f-9fbf-9d0994909c5c · outbound
This paper cites AI scientists produce results without reasoning scientifically.
Workflow Closure Is Not Scientific Closure in Auto-Research Systems AI scientists produce results without reasoning scientifically
Reference 90
- Resolution
- verified exact
- local_arxiv, observed 2026-07-01T16:45:51.485547Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation ea34aad9-13b5-460c-9414-64d3c8e4d674 · outbound
This paper cites Romera-Paredes, M.
Workflow Closure Is Not Scientific Closure in Auto-Research Systems Romera-Paredes, M
Reference 91
- Resolution
- unresolved
- no resolver link, observed 2026-06-29T20:14:41.874134Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 94f5a00c-1de8-4ec5-a974-21b2e8840f12 · outbound
This paper cites AgentRxiv: Towards Collaborative Autonomous Research.
Workflow Closure Is Not Scientific Closure in Auto-Research Systems AgentRxiv: Towards Collaborative Autonomous Research
Reference 92
- Resolution
- verified exact
- arxiv_id, observed 2026-07-01T16:45:51.434954Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation c8452638-72cc-4190-8756-17e789d5d08e · outbound
This paper cites an unresolved cited work.
Workflow Closure Is Not Scientific Closure in Auto-Research Systems Unresolved cited work
Reference 93
- Resolution
- unresolved
- no resolver link, observed 2026-06-29T20:14:41.874134Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 09005e1a-6433-4463-a705-ef6c401b93ad · outbound
This paper cites an unresolved cited work.
Workflow Closure Is Not Scientific Closure in Auto-Research Systems Unresolved cited work
Reference 94
- Resolution
- unresolved
- no resolver link, observed 2026-06-29T20:14:41.874134Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6cba1f2a-4122-4718-957e-e6372e84ac41 · outbound
This paper cites an unresolved cited work.
Workflow Closure Is Not Scientific Closure in Auto-Research Systems Unresolved cited work
Reference 95
- Resolution
- unresolved
- no resolver link, observed 2026-06-29T20:14:41.874134Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 620f6c62-6011-4ab5-800a-601278c38b05 · outbound
This paper cites AI CFD Scientist: Toward Open-Ended Computational Fluid Dynamics Discovery with Physics-Aware AI Agents.
Workflow Closure Is Not Scientific Closure in Auto-Research Systems AI CFD Scientist: Toward Open-Ended Computational Fluid Dynamics Discovery with Physics-Aware AI Agents
Reference 96
- Resolution
- verified exact
- local_arxiv, observed 2026-07-01T16:45:51.425828Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 1d4bceb0-bf4e-40be-98b5-105655d7076a · outbound
This paper cites Abstral: Automatic design of multi-agent systems through iterative refinement and topology optimization.
Workflow Closure Is Not Scientific Closure in Auto-Research Systems Abstral: Automatic design of multi-agent systems through iterative refinement and topology optimization
Reference 97
- Resolution
- verified exact
- arxiv_id, observed 2026-07-01T16:45:51.408861Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 6cd32765-a13c-497d-aca8-e7bd6504338a · outbound
This paper cites an unresolved cited work.
Workflow Closure Is Not Scientific Closure in Auto-Research Systems Unresolved cited work
Reference 98
- Resolution
- unresolved
- no resolver link, observed 2026-06-29T20:14:41.874134Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5776e3f5-f2fc-49f9-821b-583b67b15961 · outbound
This paper cites SEAgent: Self-Evolving Computer Use Agent with Autonomous Learning from Experience.
Workflow Closure Is Not Scientific Closure in Auto-Research Systems SEAgent: Self-Evolving Computer Use Agent with Autonomous Learning from Experience
Reference 99
- Resolution
- verified exact
- arxiv_id, observed 2026-07-01T16:45:51.428095Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 537c51bf-4c1d-4730-ad72-80e94c12284d · outbound
This paper cites an unresolved cited work.
Workflow Closure Is Not Scientific Closure in Auto-Research Systems Unresolved cited work
Reference 100
- Resolution
- unresolved
- no resolver link, observed 2026-06-29T20:14:41.874134Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
Observation 37b94a76-29f1-46f1-bb77-bd6bbb7888b1 · inbound
Toward Auditable AI Scientists: A Hypothesis Evolution Protocol for LLM Agents cites this paper.
Toward Auditable AI Scientists: A Hypothesis Evolution Protocol for LLM Agents Workflow Closure Is Not Scientific Closure in Auto-Research Systems
Reference 42
- Resolution
- unresolved
- no resolver link, observed 2026-07-13T04:47:57.575546Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.