Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Many Heads Are Better Than One: Improved Scientific Idea Generation by A LLM-Based Multi-Agent System
As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 9 inbound Pith citation observations for arXiv:2410.09403.
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 2026-08-09T06:31:02.800959+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-07T11:49:05.903065Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-06-30T20:55:04.002117Z
Reference resolution
0 of 0 outbound references displayed
- verified exact0
- verified fuzzy0
- unresolved0
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
No outbound reference observations are available for this paper version.
Pith citing papers
Observation e8702435-4ef3-41b9-805c-cb0e4c488351 · inbound
AI Scientists Fail Without Strong Implementation Capability cites this paper.
AI Scientists Fail Without Strong Implementation Capability Many Heads Are Better Than One: Improved Scientific Idea Generation by A LLM-Based Multi-Agent System
Reference 2020
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:49:05.903065Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b9317408-d374-4dec-951b-7cbb6b19985c · inbound
A Comprehensive Survey of Deep Research: Systems, Methodologies, and Applications cites this paper.
A Comprehensive Survey of Deep Research: Systems, Methodologies, and Applications Many Heads Are Better Than One: Improved Scientific Idea Generation by A LLM-Based Multi-Agent System
Reference 264
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T00:48:35.880210Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2460b4af-3676-453c-9f4d-cc8a5ec9e17e · inbound
DeepResearch$^{\text{Eco}}$: A Recursive Agentic Workflow for Complex Scientific Question Answering in Ecology cites this paper.
DeepResearch$^{\text{Eco}}$: A Recursive Agentic Workflow for Complex Scientific Question Answering in Ecology Many Heads Are Better Than One: Improved Scientific Idea Generation by A LLM-Based Multi-Agent System
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T17:34:31.383675Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9258c954-79ff-4f8d-acbc-90f638bc000e · inbound
Evolving Roles of LLMs in Scientific Innovation: Assistant, Collaborator, Scientist, and Evaluator cites this paper.
Evolving Roles of LLMs in Scientific Innovation: Assistant, Collaborator, Scientist, and Evaluator Many Heads Are Better Than One: Improved Scientific Idea Generation by A LLM-Based Multi-Agent System
Reference 166
- Resolution
- verified exact
- arxiv_id, observed 2026-05-19T05:17:06.191078Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation e98f7305-bcbd-4deb-97fe-d3aac7410c68 · inbound
OpenHospital: A Thing-in-itself Arena for Evolving and Benchmarking LLM-based Collective Intelligence cites this paper.
OpenHospital: A Thing-in-itself Arena for Evolving and Benchmarking LLM-based Collective Intelligence Many Heads Are Better Than One: Improved Scientific Idea Generation by A LLM-Based Multi-Agent System
Reference 22
- Resolution
- unresolved
- no resolver link, observed 2026-07-14T21:00:05.911327Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cc20cb21-d8f0-4d85-b590-a985070dd6ce · inbound
Diversity Collapse in Multi-Agent LLM Systems: Structural Coupling and Collective Failure in Open-Ended Idea Generation cites this paper.
Diversity Collapse in Multi-Agent LLM Systems: Structural Coupling and Collective Failure in Open-Ended Idea Generation Many Heads Are Better Than One: Improved Scientific Idea Generation by A LLM-Based Multi-Agent System
Reference 3
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T12:21:03.650177Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation f21281f7-6998-4ca2-a865-d3e5e76c68c7 · inbound
Unlocking LLM Creativity in Science through Analogical Reasoning cites this paper.
Unlocking LLM Creativity in Science through Analogical Reasoning Many Heads Are Better Than One: Improved Scientific Idea Generation by A LLM-Based Multi-Agent System
Reference 39
- Resolution
- verified exact
- arxiv_id, observed 2026-05-13T01:57:05.717495Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation b8e75b75-12c9-47d2-8fe0-cd545572e26d · inbound
Graphs of Research: Citation Evolution Graphs as Supervision for Research Idea Generation cites this paper.
Graphs of Research: Citation Evolution Graphs as Supervision for Research Idea Generation Many Heads Are Better Than One: Improved Scientific Idea Generation by A LLM-Based Multi-Agent System
Reference 26
- Resolution
- verified exact
- arxiv_id, observed 2026-06-30T20:55:04.003839Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation bae67cd9-70b6-4054-90fd-236eba2798e7 · inbound
ResearchStudio-Idea: An Evidence-Grounded Research-Ideation Skill Suite from ML Conference Outcomes cites this paper.
ResearchStudio-Idea: An Evidence-Grounded Research-Ideation Skill Suite from ML Conference Outcomes Many Heads Are Better Than One: Improved Scientific Idea Generation by A LLM-Based Multi-Agent System
Reference 49
- Resolution
- unresolved
- no resolver link, observed 2026-07-11T19:11:37.739920Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.