Paper Citation Record · LEDGER

Robin: A multi-agent system for automating scientific discovery

As of 21 August 2026, this Paper Citation Record lists 100 of 102 outbound references and 28 inbound Pith citation observations for arXiv:2505.13400.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2505.13400 v1

Coverage vector

measured 100 of 102 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T20:19:11.268636Z

measured 128 of 128 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 28 of 28 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T00:27:40.313664Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-07-02T19:27:18.650707Z

Reference resolution

100 of 102 outbound references displayed

verified exact1
verified fuzzy36
unresolved59
parse uncertain4
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3956cb78-8fc8-46ba-b36d-bf7c9e8124fc · outbound

This paper cites Stephens, Skylar Y.

Robin: A multi-agent system for automating scientific discovery Stephens, Skylar Y

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-15T20:19:10.649580Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4eb60157-66b5-4b50-a9c1-6eab24c1fe73 · outbound

This paper cites Biology must generate ideas as well as data.Nature, 597(7876):305–305, September 2021.

Robin: A multi-agent system for automating scientific discovery Biology must generate ideas as well as data.Nature, 597(7876):305–305, September 2021

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-15T20:19:10.657270Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9764ac9d-34c9-498c-a66e-494fb9ec82d0 · outbound

This paper cites Importance of scientific collaboration in con- temporary drug discovery and development: a detailed network analysis.BMC Biology, 18(1):138, October 2020.

Robin: A multi-agent system for automating scientific discovery Importance of scientific collaboration in con- temporary drug discovery and development: a detailed network analysis.BMC Biology, 18(1):138, October 2020

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-15T20:19:10.663774Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f26a49b4-72a5-4df4-b442-d788ae4b8983 · outbound

This paper cites Ingersoll, Emma A.

Robin: A multi-agent system for automating scientific discovery Ingersoll, Emma A

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-15T20:19:10.671074Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c97e1c89-519a-4de5-b3ea-14d0b22c3988 · outbound

This paper cites Ingersoll, Richard D.

Robin: A multi-agent system for automating scientific discovery Ingersoll, Richard D

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-15T20:19:10.678612Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 75df19dd-cdc8-4df5-aee5-dec79beab61f · outbound

This paper cites an unresolved cited work.

Robin: A multi-agent system for automating scientific discovery Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-15T20:19:10.685233Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c8ceb764-ad03-4098-bd6a-e615897920f7 · outbound

This paper cites A Phase II (BRF113710) Single-arm, Open-label Study of GSK2118436 in BRAF Mutant Metastatic Melanoma.

Robin: A multi-agent system for automating scientific discovery A Phase II (BRF113710) Single-arm, Open-label Study of GSK2118436 in BRAF Mutant Metastatic Melanoma

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-15T20:19:10.691469Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1777bf55-9101-4d8e-8edc-3ea9f0f8cf3f · outbound

This paper cites Flaherty.

Robin: A multi-agent system for automating scientific discovery Flaherty

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-15T20:19:10.699326Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 818765bf-8ba1-4abe-94a1-39de72dda894 · outbound

This paper cites an unresolved cited work.

Robin: A multi-agent system for automating scientific discovery Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-15T20:19:10.705159Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 29a97c19-09b1-4aad-9ebc-bfa36b9ac157 · outbound

This paper cites an unresolved cited work.

Robin: A multi-agent system for automating scientific discovery Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-15T20:19:10.711021Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation da0376d5-8eb5-4994-9ecd-ff3aa18dce27 · outbound

This paper cites an unresolved cited work.

Robin: A multi-agent system for automating scientific discovery Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-15T20:19:10.716245Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d8ef7b69-b739-4f21-9bdd-491bb3e2e07d · outbound

This paper cites Cerebral folate receptor autoantibodies in autism spectrum disorder.Molecular Psychiatry, 18(3):369–381, March 2013.

Robin: A multi-agent system for automating scientific discovery Cerebral folate receptor autoantibodies in autism spectrum disorder.Molecular Psychiatry, 18(3):369–381, March 2013

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-15T20:19:10.722323Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9de478d8-41eb-4c77-9ae8-c26825f8d126 · outbound

This paper cites an unresolved cited work.

Robin: A multi-agent system for automating scientific discovery Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-15T20:19:10.728161Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d57e9030-baf2-48f7-9b33-69f70ac211c6 · outbound

This paper cites Sauerberg, P.

Robin: A multi-agent system for automating scientific discovery Sauerberg, P

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-15T20:19:10.733330Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 92d45efa-3dba-4f41-8018-39cc744dd85f · outbound

This paper cites an unresolved cited work.

Robin: A multi-agent system for automating scientific discovery Unresolved cited work

Reference 15

Resolution: parse uncertain; no resolver link, observed 2026-08-15T20:19:10.739034Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 965f87d4-6894-4022-b902-032887b6b850 · outbound

This paper cites Galactica: A Large Language Model for Science.

Robin: A multi-agent system for automating scientific discovery Galactica: A Large Language Model for Science

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-15T20:19:10.744573Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a2ff23d-06bc-4a34-8ea3-4976578d066f · outbound

This paper cites LLMs4Synthesis: Leveraging Large Language Models for Scientific Synthesis.

Robin: A multi-agent system for automating scientific discovery LLMs4Synthesis: Leveraging Large Language Models for Scientific Synthesis

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-15T20:19:10.749858Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 89bf8fda-4a5d-4ae5-a861-f35f1be49c9c · outbound

This paper cites LitLLM: A Toolkit for Scientific Literature Review.

Robin: A multi-agent system for automating scientific discovery LitLLM: A Toolkit for Scientific Literature Review

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-15T20:19:10.756690Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aeff4918-f8c2-4f03-98ca-1bf5eab2743a · outbound

This paper cites an unresolved cited work.

Robin: A multi-agent system for automating scientific discovery Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-15T20:19:10.762131Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 35a8a93b-317e-4e6a-ae1e-3299cb118883 · outbound

This paper cites Automated Hypothesis Validation with Agentic Sequential Falsifications.

Robin: A multi-agent system for automating scientific discovery Automated Hypothesis Validation with Agentic Sequential Falsifications

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-15T20:19:10.767411Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 40b6048a-2898-4a98-9c1c-1d987ce13a26 · outbound

This paper cites Boiko, Robert MacKnight, Ben Kline, and Gabe Gomes.

Robin: A multi-agent system for automating scientific discovery Boiko, Robert MacKnight, Ben Kline, and Gabe Gomes

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-15T20:19:10.773186Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c57c3683-0a00-4444-8e99-75e997e977ca · outbound

This paper cites The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery.

Robin: A multi-agent system for automating scientific discovery The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-15T20:19:10.778055Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4ecc104a-602e-4da7-bfbf-c44883e918be · outbound

This paper cites Autonomous LLM-driven research from data to human-verifiable research papers.

Robin: A multi-agent system for automating scientific discovery Autonomous LLM-driven research from data to human-verifiable research papers

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-15T20:19:10.783382Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 77df0885-61cc-4881-afc0-2edd42cf0970 · outbound

This paper cites TxGemma: Efficient and Agentic LLMs for Therapeutics.

Robin: A multi-agent system for automating scientific discovery TxGemma: Efficient and Agentic LLMs for Therapeutics

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-15T20:19:10.788443Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3041a991-7ebf-4935-b0f6-40fead7d056e · outbound

This paper cites Towards an AI co-scientist.

Robin: A multi-agent system for automating scientific discovery Towards an AI co-scientist

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-15T20:19:10.793705Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 588116f6-3464-4a63-af52-6bd5e19a5a1f · outbound

This paper cites Tx-LLM: A Large Language Model for Therapeutics.

Robin: A multi-agent system for automating scientific discovery Tx-LLM: A Large Language Model for Therapeutics

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-15T20:19:10.800465Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fff67141-3a2e-4505-a05a-988a257b165c · outbound

This paper cites Language agents achieve superhuman synthesis of scientific knowledge.

Robin: A multi-agent system for automating scientific discovery Language agents achieve superhuman synthesis of scientific knowledge

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-15T20:19:10.807012Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6af854f3-2f9f-4b15-b06e-d44741c7792b · outbound

This paper cites Bixbench: A comprehensive benchmark for llm-based agents in computational biology, Mar 2025.

Robin: A multi-agent system for automating scientific discovery Bixbench: A comprehensive benchmark for llm-based agents in computational biology, Mar 2025

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-15T20:19:10.813398Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a208ad7f-ff8e-425a-aadf-cde49d92cf22 · outbound

This paper cites Age-related macular degeneration.

Robin: A multi-agent system for automating scientific discovery Age-related macular degeneration

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-15T20:19:10.818700Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e0f810f9-85c2-438f-910b-ca76a99a8cfe · outbound

This paper cites Rein, John S.

Robin: A multi-agent system for automating scientific discovery Rein, John S

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-15T20:19:10.824955Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 02d8bf78-409f-4aef-8283-1fa326ec3ffa · outbound

This paper cites Open targets platform: facilitating therapeutic hypotheses building in drug discovery.Nucleic Acids Research, 53(D1):D1467–D1475, 12 2024.

Robin: A multi-agent system for automating scientific discovery Open targets platform: facilitating therapeutic hypotheses building in drug discovery.Nucleic Acids Research, 53(D1):D1467–D1475, 12 2024

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-15T20:19:10.830072Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e046121b-2a4a-48e0-bb64-a6435ae89b52 · outbound

This paper cites Braza, Ryan-Rhys Griffiths, Manu Ponnapati, Albert Bou, Jon Laurent, Ori Kabeli, Geemi Wellawatte, Sam Cox, Samuel G.

Robin: A multi-agent system for automating scientific discovery Braza, Ryan-Rhys Griffiths, Manu Ponnapati, Albert Bou, Jon Laurent, Ori Kabeli, Geemi Wellawatte, Sam Cox, Samuel G

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-15T20:19:10.835461Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 909814fa-9d40-4e24-88af-ec33b623623a · outbound

This paper cites Finnemann.

Robin: A multi-agent system for automating scientific discovery Finnemann

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:19:13.024419Z

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 36502b8d-1dcf-4a4c-9d3a-db9f8f3725d7 · outbound

This paper cites Finnemann.

Robin: A multi-agent system for automating scientific discovery Finnemann

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:19:13.009725Z

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 a79231cd-2a84-40bc-b15f-c24087bc2fa7 · outbound

This paper cites Rock inhibitors in ocular disease.ADMET and DMPK, 4(4):280, Dec 2016.

Robin: A multi-agent system for automating scientific discovery Rock inhibitors in ocular disease.ADMET and DMPK, 4(4):280, Dec 2016

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:19:12.993648Z

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 74f1985d-67f2-48de-aa7d-e3507ad04f93 · outbound

This paper cites Hollanders, T.

Robin: A multi-agent system for automating scientific discovery Hollanders, T

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:19:12.978633Z

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 e72cca26-9afe-4285-a863-0f1f04acc8b1 · outbound

This paper cites Rock inhibitor-induced promotion of retinal pigment epithelial cell motility during wound healing.Journal of Ophthalmology, 2019:1–10, Jun 2019.

Robin: A multi-agent system for automating scientific discovery Rock inhibitor-induced promotion of retinal pigment epithelial cell motility during wound healing.Journal of Ophthalmology, 2019:1–10, Jun 2019

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:19:12.962321Z

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 82f5cf8d-53dd-4154-b291-1de1955ed576 · outbound

This paper cites Signaling from rho to the actin cytoskeleton through protein kinases rock and lim-kinase.Science, 285(5429):895–898, Aug 1999.

Robin: A multi-agent system for automating scientific discovery Signaling from rho to the actin cytoskeleton through protein kinases rock and lim-kinase.Science, 285(5429):895–898, Aug 1999

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:19:12.943701Z

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 60830dbc-dbd2-42c6-9b48-53ad3f214afb · outbound

This paper cites Foster, Mital Shah, Jing Yu, Susan M.

Robin: A multi-agent system for automating scientific discovery Foster, Mital Shah, Jing Yu, Susan M

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:19:12.925120Z

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 9858f45e-4858-4822-83e4-7f357bede388 · outbound

This paper cites Malek, L.

Robin: A multi-agent system for automating scientific discovery Malek, L

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:19:12.907619Z

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 85cb2c54-b44b-4210-965d-3b59af045b4e · outbound

This paper cites Harris, and Jing Cao.

Robin: A multi-agent system for automating scientific discovery Harris, and Jing Cao

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:19:12.891065Z

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 9c7d8494-d112-4165-b058-8de978ecfd9d · outbound

This paper cites The Role of Retinal Pigment Epithelial Cells in Age-Related Macular Degeneration: Phagocytosis and Autophagy.Biomolecules, 13(6):901, June 2023.

Robin: A multi-agent system for automating scientific discovery The Role of Retinal Pigment Epithelial Cells in Age-Related Macular Degeneration: Phagocytosis and Autophagy.Biomolecules, 13(6):901, June 2023

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:19:12.874002Z

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 fa4c2c3b-1944-4bca-ba91-45a835595936 · outbound

This paper cites Autophagy and heterophagy dysregulation leads to retinal pigment epithelium dysfunction and development of age-related macular degeneration.Autophagy, 9(7):973–984, July.

Robin: A multi-agent system for automating scientific discovery Autophagy and heterophagy dysregulation leads to retinal pigment epithelium dysfunction and development of age-related macular degeneration.Autophagy, 9(7):973–984, July

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:19:12.857299Z

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 2c65e1cb-5c76-4b61-924c-1ce522363556 · outbound

This paper cites Ringel, and Clemens C.

Robin: A multi-agent system for automating scientific discovery Ringel, and Clemens C

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:19:12.839934Z

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 b5d64896-422a-49c9-a204-1bbdfc479a16 · outbound

This paper cites an unresolved cited work.

Robin: A multi-agent system for automating scientific discovery Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:19:12.819666Z

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 d6c42d34-270d-40fc-8004-71c4c4914178 · outbound

This paper cites React: Synergizing reasoning and acting in language models, Mar 2023.

Robin: A multi-agent system for automating scientific discovery React: Synergizing reasoning and acting in language models, Mar 2023

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:19:12.802645Z

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 a68fa500-f1d4-4b59-a2a3-98f03aeba676 · outbound

This paper cites DUNN, A.E.

Robin: A multi-agent system for automating scientific discovery DUNN, A.E

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:19:12.786040Z

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 197f1e6f-47f0-4398-8962-181303da1755 · outbound

This paper cites Y-27632, a ROCK Inhibitor, Promoted Limbal Epithelial Cell Proliferation and Corneal Wound Healing.PLOS ONE, 10(12):e0144571, December 2015.

Robin: A multi-agent system for automating scientific discovery Y-27632, a ROCK Inhibitor, Promoted Limbal Epithelial Cell Proliferation and Corneal Wound Healing.PLOS ONE, 10(12):e0144571, December 2015

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:19:12.768778Z

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 5c7c93fb-6cfd-45a3-be2c-ad586c680f51 · outbound

This paper cites Efstathiou, Eleni K.

Robin: A multi-agent system for automating scientific discovery Efstathiou, Eleni K

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:19:12.751834Z

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 0dd9dc64-84ee-49f3-886e-6c74957f0f69 · outbound

This paper cites TUDCA attenuates intestinal injury and inhibits endoplasmic reticulum stress-mediated intestinal cell apoptosis in necrotizing enterocolitis.

Robin: A multi-agent system for automating scientific discovery TUDCA attenuates intestinal injury and inhibits endoplasmic reticulum stress-mediated intestinal cell apoptosis in necrotizing enterocolitis

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:19:12.736411Z

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 5b0445f1-48da-4ed6-912a-91351348f052 · outbound

This paper cites Exendin-4 Protects Human Retinal Pigment Epithelial Cells from H2O2-Induced Oxidative Damage via Activation of NRF2 Signaling.Ophthalmic Research, 63(4):404– 412, December 2019.

Robin: A multi-agent system for automating scientific discovery Exendin-4 Protects Human Retinal Pigment Epithelial Cells from H2O2-Induced Oxidative Damage via Activation of NRF2 Signaling.Ophthalmic Research, 63(4):404– 412, December 2019

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:19:12.719697Z

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 dd4a3e4b-19b8-4d5a-958a-9084a2d1dd05 · outbound

This paper cites Mln120b, a novel iκb kinase βinhibitor, blocks multiple myeloma cell growth in vitro and in vivo.Clinical Cancer Research, 12(19):5887–5894, Oct 2006.

Robin: A multi-agent system for automating scientific discovery Mln120b, a novel iκb kinase βinhibitor, blocks multiple myeloma cell growth in vitro and in vivo.Clinical Cancer Research, 12(19):5887–5894, Oct 2006

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:19:12.703595Z

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 5c7614bf-a725-4f6f-9343-3d6118ae9945 · outbound

This paper cites Immunomodulatory drug FTY720 induces regulatory CD4+CD25+ T cells in vitro.Clinical and Experimental Immunology, 157(1):40–47, July 2009.

Robin: A multi-agent system for automating scientific discovery Immunomodulatory drug FTY720 induces regulatory CD4+CD25+ T cells in vitro.Clinical and Experimental Immunology, 157(1):40–47, July 2009

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:19:12.685940Z

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 a8eb3be9-a271-4e68-8cc6-ce0ba0adcf29 · outbound

This paper cites Allogeneic serum eye drops for the treatment of persistent corneal epithelial defect.Eye, 23(2):290–293, Jan 2008.

Robin: A multi-agent system for automating scientific discovery Allogeneic serum eye drops for the treatment of persistent corneal epithelial defect.Eye, 23(2):290–293, Jan 2008

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:19:12.669002Z

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 40b4229e-cdad-4123-a83c-0b734e31409b · outbound

This paper cites Ripasudil as a Potential Therapeutic Agent in Treating Secondary Glaucoma in HTLV-1-Uveitis: An In Vitro Analysis.

Robin: A multi-agent system for automating scientific discovery Ripasudil as a Potential Therapeutic Agent in Treating Secondary Glaucoma in HTLV-1-Uveitis: An In Vitro Analysis

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:19:12.651766Z

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 f86293c4-41a3-4158-a682-4ba839f650f3 · outbound

This paper cites Histone Methyltransferases as a New Target for Epigenetic Action of V orinostat.Biochemistry (Moscow), 88(7):968–978, July 2023.

Robin: A multi-agent system for automating scientific discovery Histone Methyltransferases as a New Target for Epigenetic Action of V orinostat.Biochemistry (Moscow), 88(7):968–978, July 2023

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:19:12.634490Z

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 85b34ff0-1540-4b06-b4d4-bfcfc2e96a66 · outbound

This paper cites Wagner, Christine Boesch-Saadatmandi, Dorothea Breckwoldt, Charlotte Schrader, Constance Schmelzer, Frank Döring, Koji Hashida, Osamu Hori, Seiichi Matsugo, and Gerald Rimbach.

Robin: A multi-agent system for automating scientific discovery Wagner, Christine Boesch-Saadatmandi, Dorothea Breckwoldt, Charlotte Schrader, Constance Schmelzer, Frank Döring, Koji Hashida, Osamu Hori, Seiichi Matsugo, and Gerald Rimbach

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:19:12.616578Z

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 74f11433-1023-43fa-9c0a-b752139338f4 · outbound

This paper cites an unresolved cited work.

Robin: A multi-agent system for automating scientific discovery Unresolved cited work

Reference 58

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:19:12.600581Z

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 7038f530-8353-4481-afa9-4e1b8a3c4162 · outbound

This paper cites an unresolved cited work.

Robin: A multi-agent system for automating scientific discovery Unresolved cited work

Reference 59

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:19:12.582516Z

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 c8358c09-7c2d-4363-9f20-7f1c8e460b27 · outbound

This paper cites Rapamycin inhibits oral cancer cell growth by promoting oxidative stress and suppressing ERK1/2, NF-κB and beta-catenin pathways.Frontiers in Oncology, 12, September 2022.

Robin: A multi-agent system for automating scientific discovery Rapamycin inhibits oral cancer cell growth by promoting oxidative stress and suppressing ERK1/2, NF-κB and beta-catenin pathways.Frontiers in Oncology, 12, September 2022

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:19:12.564273Z

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 4d284bc0-a27a-4d39-94d9-8985eed3dedc · outbound

This paper cites Activation of HER3 Interferes with Antitumor Effects of Axl Receptor Tyrosine Kinase Inhibitors: Suggestion of Combination Therapy.Neoplasia, 16(4):301–318, April 2014.

Robin: A multi-agent system for automating scientific discovery Activation of HER3 Interferes with Antitumor Effects of Axl Receptor Tyrosine Kinase Inhibitors: Suggestion of Combination Therapy.Neoplasia, 16(4):301–318, April 2014

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:19:12.544868Z

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 668243d2-0743-4ea8-8c5d-ad9b6e40dd8f · outbound

This paper cites In vitro induction of T cells that are resistant to A2 adenosine receptor-mediated immunosuppression.British Journal of Pharmacology, 156(2):297–306, January 2009.

Robin: A multi-agent system for automating scientific discovery In vitro induction of T cells that are resistant to A2 adenosine receptor-mediated immunosuppression.British Journal of Pharmacology, 156(2):297–306, January 2009

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:19:12.522716Z

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 c5a50c52-76e3-487b-b6a4-7cd436a3b200 · outbound

This paper cites Aulakh, Björn Petri, Katarzyna M.

Robin: A multi-agent system for automating scientific discovery Aulakh, Björn Petri, Katarzyna M

Reference 63

Resolution: verified exact; doi, observed 2026-08-15T20:19:11.317263Z

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 1bd13f95-313f-4b0b-bcea-3c811bb86569 · outbound

This paper cites 4-Phenylbutyric acid accelerates rehabilitation of barrier function in IPEC-J2 cell monolayer model.Animal Nutrition, 7(4):1061–1069, December 2021.

Robin: A multi-agent system for automating scientific discovery 4-Phenylbutyric acid accelerates rehabilitation of barrier function in IPEC-J2 cell monolayer model.Animal Nutrition, 7(4):1061–1069, December 2021

Reference 64

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:19:12.504392Z

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 28c4c9fa-d1a2-4747-8d3e-adc3cc113981 · outbound

This paper cites an unresolved cited work.

Robin: A multi-agent system for automating scientific discovery Unresolved cited work

Reference 65

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:19:12.486435Z

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 0b5171b1-6268-4f4b-9ebd-2c4ae1033980 · outbound

This paper cites Ryan, and Christian Waeber.

Robin: A multi-agent system for automating scientific discovery Ryan, and Christian Waeber

Reference 66

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:19:12.468906Z

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 a8913654-329a-4923-972f-b09475eedcbd · outbound

This paper cites Love, Wolfgang Huber, and Simon Anders.

Robin: A multi-agent system for automating scientific discovery Love, Wolfgang Huber, and Simon Anders

Reference 67

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:19:12.452005Z

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 e7221727-9c60-4c50-9465-05eb292d91bb · outbound

This paper cites Spellman, Ewan Birney, and Wolfgang Huber.

Robin: A multi-agent system for automating scientific discovery Spellman, Ewan Birney, and Wolfgang Huber

Reference 68

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:19:12.414854Z

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 e4474c32-dbe6-449e-978d-dfeb946e04af · outbound

This paper cites Photoreceptor segment uptake assay.

Robin: A multi-agent system for automating scientific discovery Photoreceptor segment uptake assay

Reference 69

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:19:12.392202Z

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 3209edcb-aa2a-4bb9-8d42-3bc2d735aaaa · outbound

This paper cites an unresolved cited work.

Robin: A multi-agent system for automating scientific discovery Unresolved cited work

Reference 74

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:19:12.297107Z

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 fb6c869a-b3f5-4b84-8f2a-6b7b540a5356 · outbound

This paper cites an unresolved cited work.

Robin: A multi-agent system for automating scientific discovery Unresolved cited work

Reference 75

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:19:12.372189Z

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 4989e343-1c03-49d4-9e77-9a13d1fb5ea7 · outbound

This paper cites an unresolved cited work.

Robin: A multi-agent system for automating scientific discovery Unresolved cited work

Reference 76

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:19:12.343912Z

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 98d73a9a-a3e1-499b-8e53-92adff26025c · outbound

This paper cites an unresolved cited work.

Robin: A multi-agent system for automating scientific discovery Unresolved cited work

Reference 77

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:19:12.277275Z

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 435dda41-2c81-4b44-9398-c0205df6a74b · outbound

This paper cites an unresolved cited work.

Robin: A multi-agent system for automating scientific discovery Unresolved cited work

Reference 78

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:19:12.323793Z

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 b386cba3-6460-482c-931e-d04393a453ad · outbound

This paper cites For EACH hypothesis object in the`hypotheses`array, you MUST provide ALL of the following fields:.

Robin: A multi-agent system for automating scientific discovery For EACH hypothesis object in the`hypotheses`array, you MUST provide ALL of the following fields:

Reference 79

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:19:12.257698Z

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 dc1ef0d8-1eaf-4d70-abd6-2a37e09a9ed8 · outbound

This paper cites Must be a single agent, not a combination.

Robin: A multi-agent system for automating scientific discovery Must be a single agent, not a combination

Reference 80

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:19:12.232697Z

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 95858a77-9604-410f-aa04-92ea29731225 · outbound

This paper cites an unresolved cited work.

Robin: A multi-agent system for automating scientific discovery Unresolved cited work

Reference 81

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:19:12.209330Z

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 ce507f6a-3475-4e44-a05d-daa686b84c1f · outbound

This paper cites <CANDIDATE START>.

Robin: A multi-agent system for automating scientific discovery <CANDIDATE START>

Reference 82

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:19:12.182819Z

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 2d367253-f49e-4d8c-977f-d5d4bcff193c · outbound

This paper cites an unresolved cited work.

Robin: A multi-agent system for automating scientific discovery Unresolved cited work

Reference 83

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:19:12.166389Z

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 a172400d-c2a0-4725-a136-7e2c3bd04525 · outbound

This paper cites an unresolved cited work.

Robin: A multi-agent system for automating scientific discovery Unresolved cited work

Reference 84

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:19:12.149398Z

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 642c8b02-5e5e-423c-8814-eb7b3ac466b0 · outbound

This paper cites an unresolved cited work.

Robin: A multi-agent system for automating scientific discovery Unresolved cited work

Reference 85

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:19:12.130313Z

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 c95f17fc-6ce2-40a7-8e52-bdfa6e7dfa87 · outbound

This paper cites an unresolved cited work.

Robin: A multi-agent system for automating scientific discovery Unresolved cited work

Reference 86

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:19:12.111538Z

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 d5d78d87-e49d-4ff9-a140-6517c27e4d87 · outbound

This paper cites Analysis.

Robin: A multi-agent system for automating scientific discovery Analysis

Reference 87

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:19:12.091468Z

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 ef3a8d75-521c-4fcc-bc3c-6b8bbda5d05e · outbound

This paper cites an unresolved cited work.

Robin: A multi-agent system for automating scientific discovery Unresolved cited work

Reference 88

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:19:12.070495Z

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 72dcc629-fbe7-46cd-93de-a4b644b3e0e0 · outbound

This paper cites an unresolved cited work.

Robin: A multi-agent system for automating scientific discovery Unresolved cited work

Reference 89

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:19:12.052056Z

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 0ff9f8d8-2272-436f-b90a-aad47b0d3de3 · outbound

This paper cites an unresolved cited work.

Robin: A multi-agent system for automating scientific discovery Unresolved cited work

Reference 90

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:19:12.033383Z

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 bca3e825-0cab-4ba6-ac20-a42becdaa941 · outbound

This paper cites an unresolved cited work.

Robin: A multi-agent system for automating scientific discovery Unresolved cited work

Reference 91

Resolution: parse uncertain; raw_fallback, observed 2026-08-15T20:19:12.013044Z

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 85ba991d-840a-4e37-9539-5260dc8cdfe9 · outbound

This paper cites an unresolved cited work.

Robin: A multi-agent system for automating scientific discovery Unresolved cited work

Reference 92

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:19:11.992062Z

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 60bc0cd6-beec-4dad-b93f-c9341379e10a · outbound

This paper cites an unresolved cited work.

Robin: A multi-agent system for automating scientific discovery Unresolved cited work

Reference 93

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:19:11.970764Z

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 2688aa5c-0287-48c6-83f6-70e63341c3e5 · outbound

This paper cites an unresolved cited work.

Robin: A multi-agent system for automating scientific discovery Unresolved cited work

Reference 94

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:19:11.952654Z

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 978a6d6a-5806-41e0-b22c-d5201e40fcf1 · outbound

This paper cites an unresolved cited work.

Robin: A multi-agent system for automating scientific discovery Unresolved cited work

Reference 95

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:19:11.935537Z

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 d242431b-0c65-4610-96f7-0b3dbfafd6ea · outbound

This paper cites an unresolved cited work.

Robin: A multi-agent system for automating scientific discovery Unresolved cited work

Reference 96

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:19:11.916451Z

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 60857ccf-3536-4484-833a-db9cb8e4b95d · outbound

This paper cites an unresolved cited work.

Robin: A multi-agent system for automating scientific discovery Unresolved cited work

Reference 97

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:19:11.898813Z

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 e1054581-8e8d-46d8-acd0-ee70aa463cde · outbound

This paper cites an unresolved cited work.

Robin: A multi-agent system for automating scientific discovery Unresolved cited work

Reference 98

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:19:11.879027Z

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 36786300-d8fc-49ff-a0ff-a83ce541a915 · outbound

This paper cites an unresolved cited work.

Robin: A multi-agent system for automating scientific discovery Unresolved cited work

Reference 99

Resolution: parse uncertain; raw_fallback, observed 2026-08-15T20:19:11.860455Z

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 e77b315b-a5ec-462b-b0fb-4e56f9e2ad2b · outbound

This paper cites an unresolved cited work.

Robin: A multi-agent system for automating scientific discovery Unresolved cited work

Reference 100

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:19:11.841767Z

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 de918620-ff37-4288-a766-bc8588e2abd5 · outbound

This paper cites an unresolved cited work.

Robin: A multi-agent system for automating scientific discovery Unresolved cited work

Reference 101

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:19:11.788362Z

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 6f48989b-9dc2-4434-a921-afd49812ca84 · outbound

This paper cites an unresolved cited work.

Robin: A multi-agent system for automating scientific discovery Unresolved cited work

Reference 102

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:19:11.678192Z

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 c24e9cc1-a77d-4b57-a19b-3b2a1ff8b334 · outbound

This paper cites an unresolved cited work.

Robin: A multi-agent system for automating scientific discovery Unresolved cited work

Reference 103

Resolution: parse uncertain; raw_fallback, observed 2026-08-15T20:19:11.618304Z

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 f814b41d-9c6a-47ce-8aa3-86eabe5f82e7 · outbound

This paper cites an unresolved cited work.

Robin: A multi-agent system for automating scientific discovery Unresolved cited work

Reference 104

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:19:11.583230Z

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.

Pith citing papers

Observation 83cdae37-1421-486a-916a-d2b31427aea4 · inbound

Position: Collaborative Agentic AI Needs Interoperability Across Ecosystems cites this paper.

Position: Collaborative Agentic AI Needs Interoperability Across Ecosystems Robin: A multi-agent system for automating scientific discovery

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-07T14:20:49.039142Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 32602167-4a3b-41fe-869a-54f61014244c · inbound

Formalizing Learning from Language Feedback with Provable Guarantees cites this paper.

Formalizing Learning from Language Feedback with Provable Guarantees Robin: A multi-agent system for automating scientific discovery

Reference 2016

Resolution: unresolved; no resolver link, observed 2026-08-07T04:39:17.835044Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc61364e-4920-4792-b090-a888717aff0b · inbound

The Ideation-Execution Gap: Execution Outcomes of LLM-Generated versus Human Research Ideas cites this paper.

The Ideation-Execution Gap: Execution Outcomes of LLM-Generated versus Human Research Ideas Robin: A multi-agent system for automating scientific discovery

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T22:46:32.311908Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e0b334e1-cd97-412c-8639-b1c440a95f3c · inbound

Exploring Modularity of Agentic Systems for Drug Discovery cites this paper.

Exploring Modularity of Agentic Systems for Drug Discovery Robin: A multi-agent system for automating scientific discovery

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T22:13:16.944210Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation af5af152-196a-4eb8-8852-b3ad0e7a6e2e · inbound

AI4Research: A Survey of Artificial Intelligence for Scientific Research cites this paper.

AI4Research: A Survey of Artificial Intelligence for Scientific Research Robin: A multi-agent system for automating scientific discovery

Reference 236

Resolution: unresolved; no resolver link, observed 2026-08-06T20:45:12.728074Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a9ecec4c-9b82-4c87-bc3e-023e128d1e57 · inbound

Spacer: Towards Engineered Scientific Inspiration cites this paper.

Spacer: Towards Engineered Scientific Inspiration Robin: A multi-agent system for automating scientific discovery

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-15T17:11:11.816239Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 64205f2d-eb1d-44db-866f-5f4ec3c64125 · inbound

LLM-based Agentic Reasoning Frameworks: A Survey from Methods to Scenarios cites this paper.

LLM-based Agentic Reasoning Frameworks: A Survey from Methods to Scenarios Robin: A multi-agent system for automating scientific discovery

Reference 81

Resolution: unresolved; no resolver link, observed 2026-08-15T17:04:47.108390Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ccb62b1a-4e88-4ee2-8b7b-f0ebe0e346d8 · inbound

A Multi-Layered Framework for Modeling Human Biology: From Basic AI Agents to a Full-Body AI Agent cites this paper.

A Multi-Layered Framework for Modeling Human Biology: From Basic AI Agents to a Full-Body AI Agent Robin: A multi-agent system for automating scientific discovery

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-05T15:32:37.299042Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b518099-1bd7-4a74-8b89-b6ea7ec55dbb · inbound

Kosmos: An AI Scientist for Autonomous Discovery cites this paper.

Kosmos: An AI Scientist for Autonomous Discovery Robin: A multi-agent system for automating scientific discovery

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-05-22T08:40:54.837012Z

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 ea6e3249-58b6-4cd9-989a-e83b7a55e043 · inbound

VASP Agent: An Agentic Framework for Autonomous First-principles Calculations cites this paper.

VASP Agent: An Agentic Framework for Autonomous First-principles Calculations Robin: A multi-agent system for automating scientific discovery

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-03T14:45:42.500108Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 089d0717-a7cc-4eba-8249-902daac60080 · inbound

SciFig: Towards Automating Editable Figure Generation for Scientific Papers cites this paper.

SciFig: Towards Automating Editable Figure Generation for Scientific Papers Robin: A multi-agent system for automating scientific discovery

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-03T12:07:39.078054Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a54d63bd-9cb6-4ba6-85d1-0a6e271c81ef · inbound

DeepReviewer 2.0: A Traceable Agentic System for Auditable Scientific Peer Review cites this paper.

DeepReviewer 2.0: A Traceable Agentic System for Auditable Scientific Peer Review Robin: A multi-agent system for automating scientific discovery

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-05-15T17:20:10.426821Z

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 4e9662a8-54bb-4b15-b670-51fb4222f821 · inbound

VERITAS: A Multi-Agent Co-Scientist for Verifiable Image-Derived Hypothesis Testing cites this paper.

VERITAS: A Multi-Agent Co-Scientist for Verifiable Image-Derived Hypothesis Testing Robin: A multi-agent system for automating scientific discovery

Reference 23

Resolution: verified exact; arxiv_id, observed 2026-05-11T11:26:01.989176Z

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 b34068fe-58b4-4353-9f64-a9e7deff6fdf · inbound

PRL-Bench: A Comprehensive Benchmark Evaluating LLMs' Capabilities in Frontier Physics Research cites this paper.

PRL-Bench: A Comprehensive Benchmark Evaluating LLMs' Capabilities in Frontier Physics Research Robin: A multi-agent system for automating scientific discovery

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-10T11:25:20.174033Z

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 d07e571f-5d94-4aaf-827e-a9c1fc841873 · inbound

RosettaSearch: Multi-Objective Inference-Time Search for Protein Sequence Design cites this paper.

RosettaSearch: Multi-Objective Inference-Time Search for Protein Sequence Design Robin: A multi-agent system for automating scientific discovery

Reference 4

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T06:26:27.739832Z

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 c4e31530-0a1b-484a-a2ce-4bbbbcc6fb9f · inbound

AgentForesight: Online Auditing for Early Failure Prediction in Multi-Agent Systems cites this paper.

AgentForesight: Online Auditing for Early Failure Prediction in Multi-Agent Systems Robin: A multi-agent system for automating scientific discovery

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-05-12T08:06:27.369306Z

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 6944ee03-d0c5-49d7-ac69-bc8e2d39ab92 · inbound

AgentForesight: Online Auditing for Early Failure Prediction in Multi-Agent Systems cites this paper.

AgentForesight: Online Auditing for Early Failure Prediction in Multi-Agent Systems Robin: A multi-agent system for automating scientific discovery

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-05-15T05:25:03.686996Z

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 fec7646f-4ce4-47c4-912e-ae28d748f292 · inbound

EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective cites this paper.

EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective Robin: A multi-agent system for automating scientific discovery

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-05-20T11:38:14.565945Z

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 a4288014-61d2-4c20-91ac-70f58d857abb · inbound

TO-Agents: A Multi-Agent AI Pipeline for Preference-Guided Topology Optimization cites this paper.

TO-Agents: A Multi-Agent AI Pipeline for Preference-Guided Topology Optimization Robin: A multi-agent system for automating scientific discovery

Reference 39

Resolution: verified exact; arxiv_id, observed 2026-05-22T09:34:46.909287Z

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 874dcdee-49ec-4ce1-8e1b-2dd5dabd1b71 · inbound

Sibyl-AutoResearch: Autonomous Research Needs Self-Evolving Trial-and-Error Harnesses, Not Paper Generators cites this paper.

Sibyl-AutoResearch: Autonomous Research Needs Self-Evolving Trial-and-Error Harnesses, Not Paper Generators Robin: A multi-agent system for automating scientific discovery

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-05-22T02:05:55.352150Z

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 fb058695-0d3c-4bc3-aa64-6f67114cc8bc · inbound

Claw AI Lab: An Autonomous Multi-Agent Research Team cites this paper.

Claw AI Lab: An Autonomous Multi-Agent Research Team Robin: A multi-agent system for automating scientific discovery

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-05-22T05:36:06.971531Z

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 04bc73a0-5092-441e-aba4-cefeba9d8097 · inbound

AutoScientists: Self-Organizing Agent Teams for Long-Running Scientific Experimentation cites this paper.

AutoScientists: Self-Organizing Agent Teams for Long-Running Scientific Experimentation Robin: A multi-agent system for automating scientific discovery

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-06-29T12:43:25.728278Z

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 c0ecac41-2e2b-4a81-aab0-62aedfd41875 · inbound

Testing Frontier Large Language Models' Physics Literacy in Parallel Physical Worlds cites this paper.

Testing Frontier Large Language Models' Physics Literacy in Parallel Physical Worlds Robin: A multi-agent system for automating scientific discovery

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-07-02T19:27:18.653201Z

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 34bc4387-666e-491a-9ca6-4eb03fedc456 · inbound

Autonomous Scientific Discovery via Iterative Meta-Reflection cites this paper.

Autonomous Scientific Discovery via Iterative Meta-Reflection Robin: A multi-agent system for automating scientific discovery

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-07-02T13:46:58.749274Z

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 3bc1a851-6094-41da-8b3c-cd6c98b0b501 · 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 Robin: A multi-agent system for automating scientific discovery

Reference 15

Resolution: unresolved; no resolver link, observed 2026-07-13T04:47:57.575546Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bbc78089-4dcb-4362-a66e-4d9ba1c376e0 · inbound

LQCDMaster: Agentic Scientific Computing for Lattice Quantum Chromodynamics Research cites this paper.

LQCDMaster: Agentic Scientific Computing for Lattice Quantum Chromodynamics Research Robin: A multi-agent system for automating scientific discovery

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-02T00:32:16.063667Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7775e292-a570-4e7a-8776-bfc562f6acd1 · inbound

Evaluating and Guarding Citation Faithfulness in Agentic Scientific Synthesis cites this paper.

Evaluating and Guarding Citation Faithfulness in Agentic Scientific Synthesis Robin: A multi-agent system for automating scientific discovery

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-02T07:46:11.089236Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cf81dec2-e071-4ca2-bc31-5130c2fcc1e5 · inbound

Spark-to-Paper: End-to-End Research Paper Generation as a Composable Skill cites this paper.

Spark-to-Paper: End-to-End Research Paper Generation as a Composable Skill Robin: A multi-agent system for automating scientific discovery

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-16T00:27:40.313664Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.