Towards a new paradigm of scientific discovery with socialized artificial intelligence | Paper Citation Record

Observation 51684665-ad5a-4382-bb87-40ccd5dca995 · outbound

This paper cites University of Chicago Press Chicago, 1970.

Towards a new paradigm of scientific discovery with socialized artificial intelligence University of Chicago Press Chicago, 1970

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-15T15:02:47.902797Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6d01e869-eeee-4edd-8d0c-4d2da409bebf · outbound

This paper cites Cambridge University Press, 1983.

Towards a new paradigm of scientific discovery with socialized artificial intelligence Cambridge University Press, 1983

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-15T15:02:47.907723Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0738331c-f6ef-4cee-873f-1088abf6ba2f · outbound

This paper cites Princeton University Press, 2011.

Towards a new paradigm of scientific discovery with socialized artificial intelligence Princeton University Press, 2011

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-15T15:02:47.912316Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9dabfd10-0900-44f6-bd02-f2cc625394a5 · outbound

This paper cites University of Chicago Press, Chicago, 1997.

Towards a new paradigm of scientific discovery with socialized artificial intelligence University of Chicago Press, Chicago, 1997

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-15T15:02:47.917775Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c5d83dc7-fc6d-4e42-828c-d75041df7263 · outbound

This paper cites More is different: broken symmetry and the nature of the hierarchical structure of science.

Towards a new paradigm of scientific discovery with socialized artificial intelligence More is different: broken symmetry and the nature of the hierarchical structure of science

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-15T15:02:47.923069Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 21470bcb-800a-419b-9a22-88021801d343 · outbound

This paper cites Microsoft Research Redmond, W A, 2009.

Towards a new paradigm of scientific discovery with socialized artificial intelligence Microsoft Research Redmond, W A, 2009

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-15T15:02:47.927464Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c978a0f1-c2b9-4ba0-a618-68c73c19278f · outbound

This paper cites Automating the search for artificial life with foundation models.Artificial Life, 31(3):368–396, 2025.

Towards a new paradigm of scientific discovery with socialized artificial intelligence Automating the search for artificial life with foundation models.Artificial Life, 31(3):368–396, 2025

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-15T15:02:47.932388Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 29c3fbc5-3d9f-42af-993d-ed455fd82d4f · outbound

This paper cites Research on key technologies of artificial intelligence for research and develop- ment.Information and Communications Technology and Policy, 51(8):42–49, 2025.

Towards a new paradigm of scientific discovery with socialized artificial intelligence Research on key technologies of artificial intelligence for research and develop- ment.Information and Communications Technology and Policy, 51(8):42–49, 2025

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-15T15:02:47.936562Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0a64f98c-d90d-4612-bdb4-c46bdb8fc512 · outbound

This paper cites An agentic framework for autonomous metamaterial modeling and inverse design.ACS Photonics, 12(11):6071–6080, 2025.

Towards a new paradigm of scientific discovery with socialized artificial intelligence An agentic framework for autonomous metamaterial modeling and inverse design.ACS Photonics, 12(11):6071–6080, 2025

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-15T15:02:47.940841Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f3212604-2d33-41f3-9758-b70183df0870 · outbound

This paper cites an unresolved cited work.

Towards a new paradigm of scientific discovery with socialized artificial intelligence Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-15T15:02:49.816166Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 507eaf2a-fd57-4a2e-8c98-4a043ff91600 · outbound

This paper cites Build your personalized research group: A multiagent framework for continual and interactive science automation.arXiv preprint arXiv:2510.15624, 2025.

Towards a new paradigm of scientific discovery with socialized artificial intelligence Build your personalized research group: A multiagent framework for continual and interactive science automation.arXiv preprint arXiv:2510.15624, 2025

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-15T15:02:47.949831Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa92278e-443a-4e2a-a927-ef7b92988f61 · outbound

This paper cites Ai4r: The fifth scientific research paradigm.Bulletin of Chinese Academy of Sciences (Chinese Version), 39(1):1–9, 2024.

Towards a new paradigm of scientific discovery with socialized artificial intelligence Ai4r: The fifth scientific research paradigm.Bulletin of Chinese Academy of Sciences (Chinese Version), 39(1):1–9, 2024

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:02:49.802616Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 551428d9-8d4d-48e8-8fba-1f4785bf4211 · outbound

This paper cites Foundation models for scientific discovery: From paradigm enhancement to paradigm transition.Advances in Neural Information Processing Systems, 38:1–7, 2026.

Towards a new paradigm of scientific discovery with socialized artificial intelligence Foundation models for scientific discovery: From paradigm enhancement to paradigm transition.Advances in Neural Information Processing Systems, 38:1–7, 2026

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:02:49.788734Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c93edb1d-2e46-4c60-877e-eac67391f57b · outbound

This paper cites an unresolved cited work.

Towards a new paradigm of scientific discovery with socialized artificial intelligence Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-15T15:02:49.774753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 7064872c-b7e2-4a0f-8ade-0482a1ee87f8 · outbound

This paper cites ARIS: Autonomous Research via Adversarial Multi-Agent Collaboration.

Towards a new paradigm of scientific discovery with socialized artificial intelligence ARIS: Autonomous Research via Adversarial Multi-Agent Collaboration

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-15T15:02:47.967185Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c298e5de-30af-4f6d-9ff7-89845022d436 · outbound

This paper cites AutoSOTA: An End-to-End Automated Research System for State-of-the-Art AI Model Discovery.

Towards a new paradigm of scientific discovery with socialized artificial intelligence AutoSOTA: An End-to-End Automated Research System for State-of-the-Art AI Model Discovery

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-15T15:02:47.971897Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9602c1dc-9817-4dd7-8583-4b4d1c9a5f62 · outbound

This paper cites FARS: A Fully Automated Research System Deployed at Scale.

Towards a new paradigm of scientific discovery with socialized artificial intelligence FARS: A Fully Automated Research System Deployed at Scale

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-15T15:02:47.976834Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 02f324b0-0eea-417e-a80f-de70a6384e42 · outbound

This paper cites A survey of scientific large language models: From data foundations to agent frontiers.arXiv preprint arXiv:2508.21148, 2025.

Towards a new paradigm of scientific discovery with socialized artificial intelligence A survey of scientific large language models: From data foundations to agent frontiers.arXiv preprint arXiv:2508.21148, 2025

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-15T15:02:47.981325Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4cb84b43-8104-47b1-a488-5ecc7eb640ef · outbound

This paper cites Nobel turing challenge: creating the engine for scientific discovery.NPJ Systems Biology and Applications, 7(1):1–12, 2021.

Towards a new paradigm of scientific discovery with socialized artificial intelligence Nobel turing challenge: creating the engine for scientific discovery.NPJ Systems Biology and Applications, 7(1):1–12, 2021

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:02:49.761861Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation b18b2eaf-5c32-41b3-96c5-57ba045f6bdf · outbound

This paper cites Scientific discovery in the age of artificial intelligence.Nature, 620(7972):47–60, 2023.

Towards a new paradigm of scientific discovery with socialized artificial intelligence Scientific discovery in the age of artificial intelligence.Nature, 620(7972):47–60, 2023

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-15T15:02:47.990110Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 24f77fe6-071f-4933-b2c2-bb8ae7327584 · outbound

This paper cites Autonomous chemical research with large language models.Nature, 624(7992):570–578, 2023.

Towards a new paradigm of scientific discovery with socialized artificial intelligence Autonomous chemical research with large language models.Nature, 624(7992):570–578, 2023

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-15T15:02:47.994290Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8c7d23bd-8cbe-465b-8e6b-9f4ceb9746ed · outbound

This paper cites Perspective on utilizing foundation models for laboratory automation in materials research.

Towards a new paradigm of scientific discovery with socialized artificial intelligence Perspective on utilizing foundation models for laboratory automation in materials research

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:02:49.731483Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 29de7c4f-f59a-4f4f-964d-5ec099c9dfac · outbound

This paper cites Evoscientist: Towards multi-agent evolving ai scientists for end-to-end scientific discovery.arXiv preprint arXiv:2603.08127, 2026.

Towards a new paradigm of scientific discovery with socialized artificial intelligence Evoscientist: Towards multi-agent evolving ai scientists for end-to-end scientific discovery.arXiv preprint arXiv:2603.08127, 2026

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-15T15:02:48.002914Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1eeaecd4-15eb-4e22-bb91-c319072eac7b · outbound

This paper cites Highly accurate protein structure prediction with AlphaFold.Nature, 596(7873):583–589, 2021.

Towards a new paradigm of scientific discovery with socialized artificial intelligence Highly accurate protein structure prediction with AlphaFold.Nature, 596(7873):583–589, 2021

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:02:49.717691Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 26909cc6-f9e2-4756-8eb8-099dd4647b13 · outbound

This paper cites Accurate structure prediction of biomolecular interactions with AlphaFold 3.Nature, 630(8016):493–500, 2024.

Towards a new paradigm of scientific discovery with socialized artificial intelligence Accurate structure prediction of biomolecular interactions with AlphaFold 3.Nature, 630(8016):493–500, 2024

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:02:49.703968Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 30658524-9fbb-41bc-b896-e5fe0c0a02eb · outbound

This paper cites Scaling deep learning for materials discovery.Nature, 624(7990):80–85, 2023.

Towards a new paradigm of scientific discovery with socialized artificial intelligence Scaling deep learning for materials discovery.Nature, 624(7990):80–85, 2023

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-15T15:02:48.015799Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 63174f4e-0d5f-425c-91af-4567e2143132 · outbound

This paper cites an unresolved cited work.

Towards a new paradigm of scientific discovery with socialized artificial intelligence Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-15T15:02:49.681194Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation a094975a-4748-4f5d-aa3c-87e492658879 · outbound

This paper cites an unresolved cited work.

Towards a new paradigm of scientific discovery with socialized artificial intelligence Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-15T15:02:49.667930Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 7f87fefd-969f-4caf-94bb-edfa996db08b · outbound

This paper cites An autonomous laboratory for the accelerated synthesis of novel materials.Nature, 624(7990):86–91, 2023.

Towards a new paradigm of scientific discovery with socialized artificial intelligence An autonomous laboratory for the accelerated synthesis of novel materials.Nature, 624(7990):86–91, 2023

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-15T15:02:48.029224Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 90f8f21e-d416-473d-95b5-9e601846c1e3 · outbound

This paper cites Negative results are disappearing from most disciplines and countries.Scientometrics, 90(3):891– 904, 2012.

Towards a new paradigm of scientific discovery with socialized artificial intelligence Negative results are disappearing from most disciplines and countries.Scientometrics, 90(3):891– 904, 2012

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:02:49.646072Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation bb57a6e0-2570-4462-962f-2bac8fd48592 · outbound

This paper cites Specter: Document-level representation learning using citation-informed transformers.

Towards a new paradigm of scientific discovery with socialized artificial intelligence Specter: Document-level representation learning using citation-informed transformers

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:02:49.632189Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation a4da9b9f-7ef4-4c49-b48c-0cb6997dde6d · outbound

This paper cites Scientific document retrieval using multi-level aspect-based queries.Advances in Neural Information Processing Systems, 36:38404–38419, 2023.

Towards a new paradigm of scientific discovery with socialized artificial intelligence Scientific document retrieval using multi-level aspect-based queries.Advances in Neural Information Processing Systems, 36:38404–38419, 2023

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:02:49.618435Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 8ebe0c60-62f7-4341-8888-c3b137e2fa33 · outbound

This paper cites Structured information extraction from scientific text with large language models.

Towards a new paradigm of scientific discovery with socialized artificial intelligence Structured information extraction from scientific text with large language models

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-15T15:02:48.046628Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea36a148-0c74-469f-bc15-bda83d079231 · outbound

This paper cites Micropublications: a semantic model for claims, evidence, arguments and annotations in biomedical communications.Journal of Biomedical Semantics, 5(1):28, 2014.

Towards a new paradigm of scientific discovery with socialized artificial intelligence Micropublications: a semantic model for claims, evidence, arguments and annotations in biomedical communications.Journal of Biomedical Semantics, 5(1):28, 2014

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:02:49.595929Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation b40ae322-6a51-4994-9fe2-9630743deeed · outbound

This paper cites HLM-Cite: Hybrid language model workflow for text-based scientific citation prediction.Advances in Neural Information Processing Systems, 37:48189–48223, 2024.

Towards a new paradigm of scientific discovery with socialized artificial intelligence HLM-Cite: Hybrid language model workflow for text-based scientific citation prediction.Advances in Neural Information Processing Systems, 37:48189–48223, 2024

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:02:49.581384Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 4065764c-f6cc-4295-84f8-cee4233a0ee6 · outbound

This paper cites CiteME: Can language models accurately cite scientific claims? InAdvances in Neural Information Processing Systems, volume 37, 2024.

Towards a new paradigm of scientific discovery with socialized artificial intelligence CiteME: Can language models accurately cite scientific claims? InAdvances in Neural Information Processing Systems, volume 37, 2024

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:02:49.565479Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 2232df3d-aa06-4ca0-91e3-d57efaf6fb93 · outbound

This paper cites AutoSurvey: Large language models can automatically write surveys.

Towards a new paradigm of scientific discovery with socialized artificial intelligence AutoSurvey: Large language models can automatically write surveys

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:02:49.550323Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 87709999-0c81-4344-8f64-19d2bb8831f2 · outbound

This paper cites ResearchAgent: Iterative research idea generation over scientific literature with large language models.

Towards a new paradigm of scientific discovery with socialized artificial intelligence ResearchAgent: Iterative research idea generation over scientific literature with large language models

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:02:49.536118Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d6b2f135-8714-4f6a-bbf8-2aeee4ee43ee · outbound

This paper cites Ai-generated hypotheses and the emergence of autonomous scientific discovery.ACS Materials Letters, 8(6):1457–1464, 2026.

Towards a new paradigm of scientific discovery with socialized artificial intelligence Ai-generated hypotheses and the emergence of autonomous scientific discovery.ACS Materials Letters, 8(6):1457–1464, 2026

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:02:49.520605Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 1591bf6c-d6ef-4dc3-935d-161488e0d387 · outbound

This paper cites Agentichypothesis: A survey on hypothesis generation using llm systems.

Towards a new paradigm of scientific discovery with socialized artificial intelligence Agentichypothesis: A survey on hypothesis generation using llm systems

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:02:49.506417Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 8aab4279-108a-4623-8f02-c8d3f8b765a7 · outbound

This paper cites A Survey on Hypothesis Generation for Scientific Discovery in the Era of Large Language Models.

Towards a new paradigm of scientific discovery with socialized artificial intelligence A Survey on Hypothesis Generation for Scientific Discovery in the Era of Large Language Models

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-15T15:02:48.081104Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 79f4f2f9-ffb8-43df-bc7a-c053e22c6811 · outbound

This paper cites Towards autonomous quantum physics research using llm agents with access to intelligent tools.arXiv preprint arXiv:2511.11752, 2025.

Towards a new paradigm of scientific discovery with socialized artificial intelligence Towards autonomous quantum physics research using llm agents with access to intelligent tools.arXiv preprint arXiv:2511.11752, 2025

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-15T15:02:48.085650Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5520798c-899a-46d1-8a25-7691997f0906 · outbound

This paper cites A compre- hensive empirical evaluation of agent frameworks on code-centric software engineering tasks.arXiv preprint arXiv:2511.00872, 2025.

Towards a new paradigm of scientific discovery with socialized artificial intelligence A compre- hensive empirical evaluation of agent frameworks on code-centric software engineering tasks.arXiv preprint arXiv:2511.00872, 2025

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-15T15:02:48.089888Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f7ae2d7e-0f55-4f8e-9970-5f7b4d691e89 · outbound

This paper cites Alpharesearch: Accelerating new algorithm discovery with language models.arXiv preprint arXiv:2511.08522, 2025.

Towards a new paradigm of scientific discovery with socialized artificial intelligence Alpharesearch: Accelerating new algorithm discovery with language models.arXiv preprint arXiv:2511.08522, 2025

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-15T15:02:48.094325Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c61b3c10-f7dc-419b-b3cd-a9436ed122b3 · outbound

This paper cites Sciagents: automating scientific discovery through bioinspired multi-agent intelligent graph reasoning.Advanced Materials, 37(22):2413523, 2025.

Towards a new paradigm of scientific discovery with socialized artificial intelligence Sciagents: automating scientific discovery through bioinspired multi-agent intelligent graph reasoning.Advanced Materials, 37(22):2413523, 2025

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-15T15:02:48.098273Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 50a115e7-6de4-4280-9626-96457f8e12be · outbound

This paper cites Towards end-to-end automation of AI research.Nature, 651(8107):914–919, 2026.

Towards a new paradigm of scientific discovery with socialized artificial intelligence Towards end-to-end automation of AI research.Nature, 651(8107):914–919, 2026

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-15T15:02:48.102301Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 933c9aaf-df92-4bc7-b54d-e09c53806a49 · outbound

This paper cites an unresolved cited work.

Towards a new paradigm of scientific discovery with socialized artificial intelligence Unresolved cited work

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-15T15:02:48.106640Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 40e301a9-1fd0-4204-b84c-37eec4dfa6ab · outbound

This paper cites Moose-chem2: Exploring llm limits in fine-grained scientific hypothesis discovery via hierarchical search.Advances in Neural Information Processing Systems, 38:89045–89076, 2026.

Towards a new paradigm of scientific discovery with socialized artificial intelligence Moose-chem2: Exploring llm limits in fine-grained scientific hypothesis discovery via hierarchical search.Advances in Neural Information Processing Systems, 38:89045–89076, 2026

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:02:49.472379Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 9cac19b6-a52d-4b2b-8b97-b0afb9d55147 · outbound

This paper cites Bulaong, Julia E.

Towards a new paradigm of scientific discovery with socialized artificial intelligence Bulaong, Julia E

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:02:49.457673Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 92e2510e-186f-45be-85e1-6822d474ea93 · outbound

This paper cites CASSIA: a multi-agent large language model for automated and interpretable cell annotation.Nature Communications, 17:389, 2026.

Towards a new paradigm of scientific discovery with socialized artificial intelligence CASSIA: a multi-agent large language model for automated and interpretable cell annotation.Nature Communications, 17:389, 2026

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:02:49.442426Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 0ac9e23c-ebd0-49f9-ad1f-b76bca9f3872 · outbound

This paper cites Improving Factuality and Reasoning in Language Models through Multiagent Debate.

Towards a new paradigm of scientific discovery with socialized artificial intelligence Improving Factuality and Reasoning in Language Models through Multiagent Debate

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-15T15:02:48.124203Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9fa08771-0db9-48aa-9881-da1410460ea3 · outbound

This paper cites an unresolved cited work.

Towards a new paradigm of scientific discovery with socialized artificial intelligence Unresolved cited work

Reference 52

Resolution: unresolved; raw_fallback, observed 2026-08-15T15:02:49.428463Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 8479803f-71d7-4c15-991f-653a2ff81dc7 · outbound

This paper cites Agenticsciml: collaborative multi-agent systems for emergent discovery in scientific machine learning.npj Artificial Intelligence, 2:57, 2026.

Towards a new paradigm of scientific discovery with socialized artificial intelligence Agenticsciml: collaborative multi-agent systems for emergent discovery in scientific machine learning.npj Artificial Intelligence, 2:57, 2026

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:02:49.414023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 68d0a2d2-c845-45e2-9db9-28b9fe428ad6 · outbound

This paper cites Ghareeb, Benjamin Chang, Ludovico Mitchener, Angela Yiu, Caralyn J.

Towards a new paradigm of scientific discovery with socialized artificial intelligence Ghareeb, Benjamin Chang, Ludovico Mitchener, Angela Yiu, Caralyn J

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-15T15:02:48.137206Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d0c070bc-2e9b-4bc1-a074-86d9038b8d8e · outbound

This paper cites Smedskjaer, Katrin Wondraczek, Lothar Wondraczek, Nitya Nand Gosvami, and N.

Towards a new paradigm of scientific discovery with socialized artificial intelligence Smedskjaer, Katrin Wondraczek, Lothar Wondraczek, Nitya Nand Gosvami, and N

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:02:49.389652Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 6e639fcb-05a6-4ea9-b3eb-da0e72514930 · outbound

This paper cites AIDE: AI-Driven Exploration in the Space of Code.

Towards a new paradigm of scientific discovery with socialized artificial intelligence AIDE: AI-Driven Exploration in the Space of Code

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-15T15:02:48.145982Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2c1f9e17-b907-4880-8a13-1fdece3c6731 · outbound

This paper cites AlphaEvolve: A coding agent for scientific and algorithmic discovery.

Towards a new paradigm of scientific discovery with socialized artificial intelligence AlphaEvolve: A coding agent for scientific and algorithmic discovery

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-15T15:02:48.151332Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b1873b8c-4f30-4464-b184-fb473de7d847 · outbound

This paper cites MLAgentBench: Evaluating Language Agents on Machine Learning Experimentation.

Towards a new paradigm of scientific discovery with socialized artificial intelligence MLAgentBench: Evaluating Language Agents on Machine Learning Experimentation

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-15T15:02:48.155720Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation da546089-67a3-4a25-bea9-6b77f02466bd · outbound

This paper cites MLE-bench: Evaluating Machine Learning Agents on Machine Learning Engineering.

Towards a new paradigm of scientific discovery with socialized artificial intelligence MLE-bench: Evaluating Machine Learning Agents on Machine Learning Engineering

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-15T15:02:48.160346Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4240da68-ca15-4399-b54f-e7ca5066e6ab · outbound

This paper cites Agent Laboratory: Using LLM Agents as Research Assistants.

Towards a new paradigm of scientific discovery with socialized artificial intelligence Agent Laboratory: Using LLM Agents as Research Assistants

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-15T15:02:48.166079Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 27001259-e0eb-4bd4-a3bd-d950de901a7b · outbound

This paper cites Mlr-bench: Evaluating ai agents on open-ended machine learning research.

Towards a new paradigm of scientific discovery with socialized artificial intelligence Mlr-bench: Evaluating ai agents on open-ended machine learning research

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-15T15:02:48.170689Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 328636b1-34fc-4d1d-9069-786a8d5655d8 · outbound

This paper cites McFarland, and James Zou.

Towards a new paradigm of scientific discovery with socialized artificial intelligence McFarland, and James Zou

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:02:49.374588Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 93d5002d-099f-417f-b497-7342e3176310 · outbound

This paper cites A Survey on LLM-as-a-Judge.

Towards a new paradigm of scientific discovery with socialized artificial intelligence A Survey on LLM-as-a-Judge

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-15T15:02:48.178832Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d156bedb-5ac1-4eb2-b282-5363c925186d · outbound

This paper cites Gpt4 is slightly helpful for peer-review assistance: A pilot study, 2023.

Towards a new paradigm of scientific discovery with socialized artificial intelligence Gpt4 is slightly helpful for peer-review assistance: A pilot study, 2023

Reference 64

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:02:49.361873Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 8ee44928-1019-490f-8fde-d19aa58db5eb · outbound

This paper cites A large-scale randomized study of large language model feedback in peer review.Nature Machine Intelligence, 8(3):326–336, 2026.

Towards a new paradigm of scientific discovery with socialized artificial intelligence A large-scale randomized study of large language model feedback in peer review.Nature Machine Intelligence, 8(3):326–336, 2026

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:02:49.348888Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation b1623723-3bd0-46e8-bef4-23f00c982bb6 · outbound

This paper cites an unresolved cited work.

Towards a new paradigm of scientific discovery with socialized artificial intelligence Unresolved cited work

Reference 66

Resolution: unresolved; raw_fallback, observed 2026-08-15T15:02:49.335501Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation ae8f990d-a5b8-453e-9905-41419030e4b3 · outbound

This paper cites Autonomous mobile robots for exploratory synthetic chemistry.Nature, 635(8040):890–897, 2024.

Towards a new paradigm of scientific discovery with socialized artificial intelligence Autonomous mobile robots for exploratory synthetic chemistry.Nature, 635(8040):890–897, 2024

Reference 67

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:02:49.321840Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 074fe03e-230b-4475-ab2d-9b3e5a226cea · outbound

This paper cites Roch, and Alán Aspuru-Guzik.

Towards a new paradigm of scientific discovery with socialized artificial intelligence Roch, and Alán Aspuru-Guzik

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-15T15:02:48.200423Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 94f86818-bacf-4d47-9766-d3f49108d9d8 · outbound

This paper cites A mobile robotic chemist.Nature, 583(7815):237–241, 2020.

Towards a new paradigm of scientific discovery with socialized artificial intelligence A mobile robotic chemist.Nature, 583(7815):237–241, 2020

Reference 69

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:02:49.298832Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 2dac7476-0682-4e4e-8731-583b656854c9 · outbound

This paper cites Localization, inspection, and reasoning (LIRA) module for autonomous workflows in self-driving laboratories.Communications Chemistry, 8(1):384, 2025.

Towards a new paradigm of scientific discovery with socialized artificial intelligence Localization, inspection, and reasoning (LIRA) module for autonomous workflows in self-driving laboratories.Communications Chemistry, 8(1):384, 2025

Reference 70

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:02:49.285384Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c1edc4eb-54d0-4ada-b81c-4cfc1791fbd8 · outbound

This paper cites Bran, Sam Cox, Oliver Schilter, Carlo Baldassari, Andrew D.

Towards a new paradigm of scientific discovery with socialized artificial intelligence Bran, Sam Cox, Oliver Schilter, Carlo Baldassari, Andrew D

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-15T15:02:48.212779Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c00359e7-3ee0-4c64-a1d9-74952d95a32b · outbound

This paper cites Wu, and Alán Aspuru-Guzik.

Towards a new paradigm of scientific discovery with socialized artificial intelligence Wu, and Alán Aspuru-Guzik

Reference 72

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:02:49.260566Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 5489d966-bf9a-4a28-8109-08ac82d4b482 · outbound

This paper cites Wilkinson, Michel Dumontier, IJsbrand Jan Aalbersberg, Gabrielle Appleton, Myles Axton, Arie Baak, Niklas Blomberg, Jan-Willem Boiten, Luiz Bonino da Silva Santos, Philip E.

Towards a new paradigm of scientific discovery with socialized artificial intelligence Wilkinson, Michel Dumontier, IJsbrand Jan Aalbersberg, Gabrielle Appleton, Myles Axton, Arie Baak, Niklas Blomberg, Jan-Willem Boiten, Luiz Bonino da Silva Santos, Philip E

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-15T15:02:48.220858Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 400dfc52-d728-4e05-9bc8-3b3b546e08ff · outbound

This paper cites PROV-DM: The PROV data model.

Towards a new paradigm of scientific discovery with socialized artificial intelligence PROV-DM: The PROV data model

Reference 74

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:02:49.246986Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation fcf5cdd3-0413-43be-b99b-7079371f4a91 · outbound

This paper cites AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation.

Towards a new paradigm of scientific discovery with socialized artificial intelligence AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation

Reference 75

Resolution: unresolved; no resolver link, observed 2026-08-15T15:02:48.229603Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 48d54d49-fe76-4e41-a967-db961b21a48f · outbound

This paper cites Metagpt: Meta programming for a multi-agent collaborative framework.

Towards a new paradigm of scientific discovery with socialized artificial intelligence Metagpt: Meta programming for a multi-agent collaborative framework

Reference 76

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:02:49.233467Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 25ca2291-977f-401e-a50c-2243f8dd06c6 · outbound

This paper cites Trustworthy ai development guidelines for human system interaction.

Towards a new paradigm of scientific discovery with socialized artificial intelligence Trustworthy ai development guidelines for human system interaction

Reference 77

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:02:49.219380Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 8e93cda8-c900-4208-8dea-e101ffe196ad · outbound

This paper cites The singapore statement on research integrity.Croatian Medical Journal, 51(5):381–382, 2010.

Towards a new paradigm of scientific discovery with socialized artificial intelligence The singapore statement on research integrity.Croatian Medical Journal, 51(5):381–382, 2010

Reference 78

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:02:49.205893Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation e02e7e82-9720-4e7b-9fca-7b61b22641d6 · outbound

This paper cites Ten simple rules for reproducible computational research.PLOS Computational Biology, 9(10):e1003285, 2013.

Towards a new paradigm of scientific discovery with socialized artificial intelligence Ten simple rules for reproducible computational research.PLOS Computational Biology, 9(10):e1003285, 2013

Reference 79

Resolution: unresolved; no resolver link, observed 2026-08-15T15:02:48.246422Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 69e192a8-826c-4e24-b4c1-7cebd6697dc5 · outbound

This paper cites Stability analysis of fluid flows using Lagrangian Perturbation Theory (LPT): application to the plane Couette flow.

Towards a new paradigm of scientific discovery with socialized artificial intelligence Stability analysis of fluid flows using Lagrangian Perturbation Theory (LPT): application to the plane Couette flow

Reference 80

Resolution: unresolved; no resolver link, observed 2026-08-15T15:02:48.250837Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0c7b284c-aee0-4316-a562-7890b82917d5 · outbound

This paper cites A reliability-generalization study of journal peer reviews: A multilevel meta-analysis of inter-rater reliability and its determinants.PloS one, 5(12):e14331, 2010.

Towards a new paradigm of scientific discovery with socialized artificial intelligence A reliability-generalization study of journal peer reviews: A multilevel meta-analysis of inter-rater reliability and its determinants.PloS one, 5(12):e14331, 2010

Reference 81

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:02:49.190435Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d903de85-eb81-414b-88bc-aec3c8bb65bd · outbound

This paper cites Is llm a reliable reviewer? a comprehensive evaluation of llm on automatic paper reviewing tasks.

Towards a new paradigm of scientific discovery with socialized artificial intelligence Is llm a reliable reviewer? a comprehensive evaluation of llm on automatic paper reviewing tasks

Reference 82

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:02:49.175745Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 52eeac30-7c55-4534-b994-7afe49b8b07d · outbound

This paper cites CLAIMCHECK: How grounded are LLM critiques of scientific papers? InFindings of the Association for Computational Linguistics: EMNLP 2025, pages 21712–21735, Suzhou, China, 2025.

Towards a new paradigm of scientific discovery with socialized artificial intelligence CLAIMCHECK: How grounded are LLM critiques of scientific papers? InFindings of the Association for Computational Linguistics: EMNLP 2025, pages 21712–21735, Suzhou, China, 2025

Reference 83

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:02:49.161004Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 617018cc-e15d-41c6-afcb-9a2f9077eb3e · outbound

This paper cites On calibration of modern neural networks.

Towards a new paradigm of scientific discovery with socialized artificial intelligence On calibration of modern neural networks

Reference 84

Resolution: unresolved; no resolver link, observed 2026-08-15T15:02:48.269889Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d58be2b9-2f20-41d4-8c40-f347514ff5d3 · outbound

This paper cites Selective classification for deep neural networks.

Towards a new paradigm of scientific discovery with socialized artificial intelligence Selective classification for deep neural networks

Reference 85

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:02:49.136719Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 42b5fc52-cc0c-4bc8-9b12-0f8a0e67bddb · outbound

This paper cites Consistent estimators for learning to defer to an expert.

Towards a new paradigm of scientific discovery with socialized artificial intelligence Consistent estimators for learning to defer to an expert

Reference 86

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:02:49.122009Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d5851c0e-683b-4b1c-b9ef-3460f50bb281 · outbound

This paper cites Development of the review quality instrument (rqi) for assessing peer reviews of manuscripts.Journal of clinical epidemiology, 52(7):625–629, 1999.

Towards a new paradigm of scientific discovery with socialized artificial intelligence Development of the review quality instrument (rqi) for assessing peer reviews of manuscripts.Journal of clinical epidemiology, 52(7):625–629, 1999

Reference 87

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:02:49.108537Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation e7d196a8-3a19-431e-94fe-a82e0d12ce65 · outbound

This paper cites One-dimensional ice shelf hardness inversion: Clustering behavior and collocation resampling in physics-informed neural networks.Journal of Computational Physics, 492:112435, 2023.

Towards a new paradigm of scientific discovery with socialized artificial intelligence One-dimensional ice shelf hardness inversion: Clustering behavior and collocation resampling in physics-informed neural networks.Journal of Computational Physics, 492:112435, 2023

Reference 88

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:02:49.095134Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 88d99268-6a77-43ae-b996-77cadbeb7d7f · outbound

This paper cites Risks of AI scientists: prioritizing safeguarding over autonomy.Nature Communications, 16(1):8317, 2025.

Towards a new paradigm of scientific discovery with socialized artificial intelligence Risks of AI scientists: prioritizing safeguarding over autonomy.Nature Communications, 16(1):8317, 2025

Reference 89

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:02:49.080486Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Coverage vector

Reference resolution

Outbound references

Pith citing papers