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 21 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 18 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 2026-08-21T06:32:19.484+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-16T11:58:21.315863Z
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 d3b8f1c0-b645-456e-af6c-26b6fe272af7 · inbound
AIGS: Generating Science from AI-Powered Automated Falsification cites this paper.
AIGS: Generating Science from AI-Powered Automated Falsification Many Heads Are Better Than One: Improved Scientific Idea Generation by A LLM-Based Multi-Agent System
Reference 83
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T19:02:19.397354Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6f28f86b-0b9d-4bd7-8193-5025ac86f591 · inbound
Generative Adversarial Reviews: When LLMs Become the Critic cites this paper.
Generative Adversarial Reviews: When LLMs Become the Critic Many Heads Are Better Than One: Improved Scientific Idea Generation by A LLM-Based Multi-Agent System
Reference 23
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T19:57:43.526813Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 38ee2a8a-3473-4720-ac1f-2f972ef575f7 · inbound
Dolphin: Moving Towards Closed-loop Auto-research through Thinking, Practice, and Feedback cites this paper.
Dolphin: Moving Towards Closed-loop Auto-research through Thinking, Practice, and Feedback Many Heads Are Better Than One: Improved Scientific Idea Generation by A LLM-Based Multi-Agent System
Reference 33
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T21:48:57.150664Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a518ffbc-4c02-4312-a76f-3f4650212571 · inbound
LLM4SR: A Survey on Large Language Models for Scientific Research cites this paper.
LLM4SR: A Survey on Large Language Models for Scientific Research Many Heads Are Better Than One: Improved Scientific Idea Generation by A LLM-Based Multi-Agent System
Reference 154
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T21:39:25.706782Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 51f4c60a-42da-433e-8b1a-90bf73520251 · inbound
AI Idea Bench 2025: AI Research Idea Generation Benchmark cites this paper.
AI Idea Bench 2025: AI Research Idea Generation Benchmark Many Heads Are Better Than One: Improved Scientific Idea Generation by A LLM-Based Multi-Agent System
Reference 19
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T11:58:21.315863Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 11593372-ec7f-4a25-8fe5-adb4213d7438 · inbound
Transformational Creativity in Science: A Graphical Theory cites this paper.
Transformational Creativity in Science: A Graphical Theory Many Heads Are Better Than One: Improved Scientific Idea Generation by A LLM-Based Multi-Agent System
Reference 21
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T10:18:49.323927Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 70ce9bb1-9586-408e-b2eb-d4692ee9e9f7 · inbound
Knowledge Augmented Complex Problem Solving with Large Language Models: A Survey cites this paper.
Knowledge Augmented Complex Problem Solving with Large Language Models: A Survey Many Heads Are Better Than One: Improved Scientific Idea Generation by A LLM-Based Multi-Agent System
Reference 126
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T23:56:02.353323Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cbd1e6d1-e7ea-4fec-9674-caeaae0f6118 · inbound
Scientific Hypothesis Generation and Validation: Methods, Datasets, and Future Directions cites this paper.
Scientific Hypothesis Generation and Validation: Methods, Datasets, and Future Directions Many Heads Are Better Than One: Improved Scientific Idea Generation by A LLM-Based Multi-Agent System
Reference 143
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T23:45:44.049765Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e5f532c6-52d0-4a08-8ec0-761a93640e6d · inbound
AI-Driven Automation Can Become the Foundation of Next-Era Science of Science Research cites this paper.
AI-Driven Automation Can Become the Foundation of Next-Era Science of Science Research 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 2026-08-15T20:47:00.460920Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
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 2026-08-21T06:32:19.484+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 2026-08-21T06:32:19.484+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 2026-08-21T06:32:19.484+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 2026-08-21T06:32:19.484+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.