Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-06-30T17:38:59.707135Z
Paper Citation Record · LEDGER
EvoSci: A Bio-Inspired Multi-Agent Framework for the Evolution of Scientific Discovery
As of 8 August 2026, this Paper Citation Record lists 44 of 44 outbound references and 1 inbound Pith citation observation for arXiv:2605.24018.
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 2026-08-08T06:32:00.761636+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-06-26T04:44:53.465808Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-07-04T13:59:52.127707Z
Reference resolution
44 of 44 outbound references displayed
- verified exact3
- verified fuzzy16
- unresolved22
- parse uncertain0
- malformed identifier0
- metadata mismatch3
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 8067ad6b-366f-471b-b3b7-47a7573e5cca · outbound
This paper cites Agent AI: Surveying the Horizons of Multimodal Interaction.
EvoSci: A Bio-Inspired Multi-Agent Framework for the Evolution of Scientific Discovery Agent AI: Surveying the Horizons of Multimodal Interaction
Reference 1
- Resolution
- verified exact
- local_arxiv, observed 2026-06-30T17:44:57.829405Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 46ee0b42-f8b0-4065-9030-7d9274f78000 · outbound
This paper cites CodeScientist: End-to-End Semi-Automated Scientific Discovery with Code-based Experimentation.
EvoSci: A Bio-Inspired Multi-Agent Framework for the Evolution of Scientific Discovery CodeScientist: End-to-End Semi-Automated Scientific Discovery with Code-based Experimentation
Reference 2
- Resolution
- verified exact
- arxiv_id, observed 2026-06-30T17:44:57.829148Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation a3298a0d-0780-4414-bd4e-5a63af0143be · outbound
This paper cites The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery.
EvoSci: A Bio-Inspired Multi-Agent Framework for the Evolution of Scientific Discovery The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery
Reference 3
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-06-30T17:44:57.834963Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 7bb05f84-77db-4d15-850d-3f19975276b2 · outbound
This paper cites SciPIP: An LLM-based Scientific Paper Idea Proposer.
EvoSci: A Bio-Inspired Multi-Agent Framework for the Evolution of Scientific Discovery SciPIP: An LLM-based Scientific Paper Idea Proposer
Reference 4
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-06-30T17:44:57.837474Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation cf7e43d3-ad78-4648-99d5-24f1209e2fb2 · outbound
This paper cites Towards Large Reasoning Models: A Survey of Reinforced Reasoning with Large Language Models.
EvoSci: A Bio-Inspired Multi-Agent Framework for the Evolution of Scientific Discovery Towards Large Reasoning Models: A Survey of Reinforced Reasoning with Large Language Models
Reference 5
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-06-30T17:44:57.832114Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 58fcf400-41e8-4a3e-ac6c-30237dabe111 · outbound
This paper cites arXiv preprint arXiv:2505.13259 , year =.
EvoSci: A Bio-Inspired Multi-Agent Framework for the Evolution of Scientific Discovery arXiv preprint arXiv:2505.13259 , year =
Reference 6
- Resolution
- verified exact
- arxiv_id, observed 2026-06-30T17:44:57.840494Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation cefbd6e9-49a7-4221-a053-2975e145240b · outbound
This paper cites Explain briefly why it is relevant.
EvoSci: A Bio-Inspired Multi-Agent Framework for the Evolution of Scientific Discovery Explain briefly why it is relevant
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-08T08:24:48.163867Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 325f40ba-e93f-4b6b-8498-0eded1173f51 · outbound
This paper cites {problem clusters}.
EvoSci: A Bio-Inspired Multi-Agent Framework for the Evolution of Scientific Discovery {problem clusters}
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-08T08:24:48.153567Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation d1c8e5e2-8bfb-4e42-9c7a-12d48f7211be · outbound
This paper cites an unresolved cited work.
EvoSci: A Bio-Inspired Multi-Agent Framework for the Evolution of Scientific Discovery Unresolved cited work
Reference 9
- Resolution
- unresolved
- raw_fallback, observed 2026-07-08T08:24:48.128098Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 00727925-db39-4821-b600-e774f2a85bd5 · outbound
This paper cites Y ou are encouraged to search for related works online.
EvoSci: A Bio-Inspired Multi-Agent Framework for the Evolution of Scientific Discovery Y ou are encouraged to search for related works online
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-08T08:24:48.141715Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 1e0c4889-23c2-4d1f-aa9a-70ec6350c392 · outbound
This paper cites If you give a low score, you should specify similar related works.
EvoSci: A Bio-Inspired Multi-Agent Framework for the Evolution of Scientific Discovery If you give a low score, you should specify similar related works
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-08T08:24:48.188992Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation e491638b-e21f-4429-851c-25be2f039d03 · outbound
This paper cites Y ou can assume that we have abundant OpenAI / Anthropic API access, but limited GPU compute.
EvoSci: A Bio-Inspired Multi-Agent Framework for the Evolution of Scientific Discovery Y ou can assume that we have abundant OpenAI / Anthropic API access, but limited GPU compute
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-08T08:24:48.173031Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 8d844b44-c7fa-4899-9f1f-064828534c63 · outbound
This paper cites If you give a low score, you should specify what parts are difficult to execute and why.
EvoSci: A Bio-Inspired Multi-Agent Framework for the Evolution of Scientific Discovery If you give a low score, you should specify what parts are difficult to execute and why
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-08T08:24:48.175863Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation d2bf6a4c-36d2-4b03-8795-2f2d16855237 · outbound
This paper cites an unresolved cited work.
EvoSci: A Bio-Inspired Multi-Agent Framework for the Evolution of Scientific Discovery Unresolved cited work
Reference 14
- Resolution
- unresolved
- raw_fallback, observed 2026-07-08T08:24:48.068644Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 0a6747dd-ae90-48fc-a5c6-87fb57cd2988 · outbound
This paper cites (Y our rationale should be at least 2-3 sentences.).
EvoSci: A Bio-Inspired Multi-Agent Framework for the Evolution of Scientific Discovery (Y our rationale should be at least 2-3 sentences.)
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-08T08:24:48.157670Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation a00eba91-cf3c-4e60-bb1e-9e55ce269dd0 · outbound
This paper cites Would the idea change the field and be very influential.
EvoSci: A Bio-Inspired Multi-Agent Framework for the Evolution of Scientific Discovery Would the idea change the field and be very influential
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-08T08:24:48.161414Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 89565b8f-8aa2-4aff-a8d4-5222794f1380 · outbound
This paper cites (Y our rationale should be at least 2-3 sentences.).
EvoSci: A Bio-Inspired Multi-Agent Framework for the Evolution of Scientific Discovery (Y our rationale should be at least 2-3 sentences.)
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-08T08:24:48.117577Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 35f2d72b-8170-4bdc-ba41-22b2e31bc8e2 · outbound
This paper cites an unresolved cited work.
EvoSci: A Bio-Inspired Multi-Agent Framework for the Evolution of Scientific Discovery Unresolved cited work
Reference 18
- Resolution
- unresolved
- raw_fallback, observed 2026-07-08T08:24:48.100891Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 5dfaaad6-d89e-46c0-b379-153e22cc331e · outbound
This paper cites an unresolved cited work.
EvoSci: A Bio-Inspired Multi-Agent Framework for the Evolution of Scientific Discovery Unresolved cited work
Reference 19
- Resolution
- unresolved
- raw_fallback, observed 2026-07-08T08:24:48.124727Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 2077b740-63fc-43d8-abeb-bbd7bfdf8870 · outbound
This paper cites an unresolved cited work.
EvoSci: A Bio-Inspired Multi-Agent Framework for the Evolution of Scientific Discovery Unresolved cited work
Reference 20
- Resolution
- unresolved
- raw_fallback, observed 2026-07-08T08:24:48.092754Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 3d40e5cb-a536-4348-8e10-0186a9a72cab · outbound
This paper cites an unresolved cited work.
EvoSci: A Bio-Inspired Multi-Agent Framework for the Evolution of Scientific Discovery Unresolved cited work
Reference 21
- Resolution
- unresolved
- raw_fallback, observed 2026-07-08T08:24:48.098527Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation b4ca1795-596a-48da-ab5e-a4628e09e18d · outbound
This paper cites an unresolved cited work.
EvoSci: A Bio-Inspired Multi-Agent Framework for the Evolution of Scientific Discovery Unresolved cited work
Reference 22
- Resolution
- unresolved
- raw_fallback, observed 2026-07-08T08:24:48.087609Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation be5dfd15-8860-4040-9ff1-95900c2ce29c · outbound
This paper cites an unresolved cited work.
EvoSci: A Bio-Inspired Multi-Agent Framework for the Evolution of Scientific Discovery Unresolved cited work
Reference 23
- Resolution
- unresolved
- raw_fallback, observed 2026-07-08T08:24:48.138427Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 14afc749-e821-4013-a8b6-062de6f0c634 · outbound
This paper cites an unresolved cited work.
EvoSci: A Bio-Inspired Multi-Agent Framework for the Evolution of Scientific Discovery Unresolved cited work
Reference 24
- Resolution
- unresolved
- raw_fallback, observed 2026-07-08T08:24:48.145822Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 274b12e2-98ee-4d90-9c0b-2749a4236ea0 · outbound
This paper cites an unresolved cited work.
EvoSci: A Bio-Inspired Multi-Agent Framework for the Evolution of Scientific Discovery Unresolved cited work
Reference 25
- Resolution
- unresolved
- raw_fallback, observed 2026-07-08T08:24:48.084139Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 56434883-2ce6-4981-93a8-4e6b2d43fe5c · outbound
This paper cites an unresolved cited work.
EvoSci: A Bio-Inspired Multi-Agent Framework for the Evolution of Scientific Discovery Unresolved cited work
Reference 26
- Resolution
- unresolved
- raw_fallback, observed 2026-07-08T08:24:48.090161Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation ce1380bf-2713-4aa4-bccc-1f3de000c6e5 · outbound
This paper cites an unresolved cited work.
EvoSci: A Bio-Inspired Multi-Agent Framework for the Evolution of Scientific Discovery Unresolved cited work
Reference 27
- Resolution
- unresolved
- raw_fallback, observed 2026-07-08T08:24:48.079077Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 1616825e-fa57-4f3e-9759-9a05feb4fe4a · outbound
This paper cites an unresolved cited work.
EvoSci: A Bio-Inspired Multi-Agent Framework for the Evolution of Scientific Discovery Unresolved cited work
Reference 28
- Resolution
- unresolved
- raw_fallback, observed 2026-07-08T08:24:48.166544Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 4e179608-6ef7-4e69-8192-fc7a93cb83e0 · outbound
This paper cites (Y our rationale should be at least 2-3 sentences.).
EvoSci: A Bio-Inspired Multi-Agent Framework for the Evolution of Scientific Discovery (Y our rationale should be at least 2-3 sentences.)
Reference 29
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-08T08:24:48.170174Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 368e913b-bfb4-4231-b734-bd6a7447b8d5 · outbound
This paper cites an unresolved cited work.
EvoSci: A Bio-Inspired Multi-Agent Framework for the Evolution of Scientific Discovery Unresolved cited work
Reference 30
- Resolution
- unresolved
- raw_fallback, observed 2026-07-08T08:24:48.076326Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation cec10c5b-2c08-4a3e-811f-96fafddbb59c · outbound
This paper cites an unresolved cited work.
EvoSci: A Bio-Inspired Multi-Agent Framework for the Evolution of Scientific Discovery Unresolved cited work
Reference 31
- Resolution
- unresolved
- raw_fallback, observed 2026-07-08T08:24:48.081580Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation ed1d08cb-a4cb-40ad-869f-3d804ed27fc1 · outbound
This paper cites Ensure that the essential concept remains intact and that no drastic changes are made to the overall approach.
EvoSci: A Bio-Inspired Multi-Agent Framework for the Evolution of Scientific Discovery Ensure that the essential concept remains intact and that no drastic changes are made to the overall approach
Reference 32
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-08T08:24:48.095711Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation e8ced6f1-34f5-40b2-8284-4560221b1394 · outbound
This paper cites an unresolved cited work.
EvoSci: A Bio-Inspired Multi-Agent Framework for the Evolution of Scientific Discovery Unresolved cited work
Reference 33
- Resolution
- unresolved
- raw_fallback, observed 2026-07-08T08:24:48.121387Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 55056842-3269-4843-ab8b-48797d4637e0 · outbound
This paper cites an unresolved cited work.
EvoSci: A Bio-Inspired Multi-Agent Framework for the Evolution of Scientific Discovery Unresolved cited work
Reference 34
- Resolution
- unresolved
- raw_fallback, observed 2026-07-08T08:24:48.186308Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 8dd79230-a429-4bc0-9781-0fa33bc0aaf3 · outbound
This paper cites an unresolved cited work.
EvoSci: A Bio-Inspired Multi-Agent Framework for the Evolution of Scientific Discovery Unresolved cited work
Reference 35
- Resolution
- unresolved
- raw_fallback, observed 2026-07-08T08:24:48.074002Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation c2b30328-8e4a-4853-9335-7349f28537d5 · outbound
This paper cites an unresolved cited work.
EvoSci: A Bio-Inspired Multi-Agent Framework for the Evolution of Scientific Discovery Unresolved cited work
Reference 36
- Resolution
- unresolved
- raw_fallback, observed 2026-07-08T08:24:48.066167Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation df69bea3-1a0d-49d0-8134-c42b79eef747 · outbound
This paper cites Each modification should have a clear rationale and contribute to the advancement of the research.
EvoSci: A Bio-Inspired Multi-Agent Framework for the Evolution of Scientific Discovery Each modification should have a clear rationale and contribute to the advancement of the research
Reference 37
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-08T08:24:48.071295Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 892c53bc-9311-4eb7-853e-97a91405289e · outbound
This paper cites an unresolved cited work.
EvoSci: A Bio-Inspired Multi-Agent Framework for the Evolution of Scientific Discovery Unresolved cited work
Reference 38
- Resolution
- unresolved
- raw_fallback, observed 2026-07-08T08:24:48.134572Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation fbcd8908-8c5c-4245-8f86-5ef83f6daf75 · outbound
This paper cites {topic}” within the fixed discipline “{discipline}.
EvoSci: A Bio-Inspired Multi-Agent Framework for the Evolution of Scientific Discovery {topic}” within the fixed discipline “{discipline}
Reference 39
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-08T08:24:48.150700Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 18c5c882-17b3-4fb3-90c8-0250cc6f7ec6 · outbound
This paper cites This is not the place to critique the paper; the authors should generally agree with a well-written summary.
EvoSci: A Bio-Inspired Multi-Agent Framework for the Evolution of Scientific Discovery This is not the place to critique the paper; the authors should generally agree with a well-written summary
Reference 40
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-08T08:24:48.195056Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 610dd1ac-6100-4572-8232-89c6910cb7c3 · outbound
This paper cites an unresolved cited work.
EvoSci: A Bio-Inspired Multi-Agent Framework for the Evolution of Scientific Discovery Unresolved cited work
Reference 41
- Resolution
- unresolved
- raw_fallback, observed 2026-07-08T08:24:48.178497Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 21fb0c5d-e033-498e-8f6d-f386e6525116 · outbound
This paper cites Focus on issues where an author response could change your assessment, clarify confusion, or address limitations.
EvoSci: A Bio-Inspired Multi-Agent Framework for the Evolution of Scientific Discovery Focus on issues where an author response could change your assessment, clarify confusion, or address limitations
Reference 42
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-08T08:24:48.192005Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation c094f004-de35-4a44-abb1-8e9c17b70376 · outbound
This paper cites an unresolved cited work.
EvoSci: A Bio-Inspired Multi-Agent Framework for the Evolution of Scientific Discovery Unresolved cited work
Reference 43
- Resolution
- unresolved
- raw_fallback, observed 2026-07-08T08:24:48.183756Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 787e118b-ad30-4e3e-b678-3c257662098e · outbound
This paper cites Summary”: “.
EvoSci: A Bio-Inspired Multi-Agent Framework for the Evolution of Scientific Discovery Summary”: “
Reference 44
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-08T08:24:48.181184Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Pith citing papers
Observation 9f60a99c-333b-4671-852e-f0f77286ab00 · inbound
Socratic agents for autonomous scientific discovery in high-dimensional physical systems cites this paper.
Socratic agents for autonomous scientific discovery in high-dimensional physical systems EvoSci: A Bio-Inspired Multi-Agent Framework for the Evolution of Scientific Discovery
Reference 20
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-07-04T13:59:52.129062Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.