Paper Citation Record · LEDGER

Bridging AI and Science: Implications from a Large-Scale Literature Analysis of AI4Science

As of 24 August 2026, this Paper Citation Record lists 40 of 40 outbound references and 1 inbound Pith citation observation for arXiv:2412.09628.

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

pith.paper-citation-record.v1
2412.09628 v2

Coverage vector

measured 40 of 40 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T11:43:26.324655Z

measured 41 of 41 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-28T15:00:07.891094Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-01T22:46:20.228198Z

Reference resolution

40 of 40 outbound references displayed

verified exact3
verified fuzzy1
unresolved35
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 945f115d-2eb8-4628-9a5d-d25df21eb820 · outbound

This paper cites an unresolved cited work.

Bridging AI and Science: Implications from a Large-Scale Literature Analysis of AI4Science Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-12T11:43:27.245178Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 1112cdd6-bc2a-4509-9769-3db0eac8f530 · outbound

This paper cites an unresolved cited work.

Bridging AI and Science: Implications from a Large-Scale Literature Analysis of AI4Science Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-12T11:43:27.178273Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 29174675-bea4-4409-a9a0-50b84ef7bc26 · outbound

This paper cites an unresolved cited work.

Bridging AI and Science: Implications from a Large-Scale Literature Analysis of AI4Science Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-12T11:43:26.101845Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eb301f13-397f-4435-8fd7-6e561e60a187 · outbound

This paper cites an unresolved cited work.

Bridging AI and Science: Implications from a Large-Scale Literature Analysis of AI4Science Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-12T11:43:27.028649Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 985c05c4-2e13-4d66-9009-6b75c7435d5a · outbound

This paper cites an unresolved cited work.

Bridging AI and Science: Implications from a Large-Scale Literature Analysis of AI4Science Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-12T11:43:27.011515Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 270c7c26-8179-4362-babe-9bee5e7e8d78 · outbound

This paper cites A Dual-Stream Neural Network Explains the Functional Segregation of Dorsal and Ventral Visual Pathways in Human Brains.

Bridging AI and Science: Implications from a Large-Scale Literature Analysis of AI4Science A Dual-Stream Neural Network Explains the Functional Segregation of Dorsal and Ventral Visual Pathways in Human Brains

Reference 6

Resolution: metadata mismatch; local_arxiv, observed 2026-08-12T11:43:26.602863Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 44df6808-6fe3-4599-8ec2-e14c78699368 · outbound

This paper cites Quantifying the Benefit of Artificial Intelligence for Scientific Research.

Bridging AI and Science: Implications from a Large-Scale Literature Analysis of AI4Science Quantifying the Benefit of Artificial Intelligence for Scientific Research

Reference 7

Resolution: verified exact; local_arxiv, observed 2026-08-12T11:43:26.558609Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 754e85a6-1fe5-48ea-b7e2-dc257facbda1 · outbound

This paper cites Oil & Water? Diffusion of AI Within and Across Scientific Fields.

Bridging AI and Science: Implications from a Large-Scale Literature Analysis of AI4Science Oil & Water? Diffusion of AI Within and Across Scientific Fields

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-12T11:43:26.131004Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f4c2e664-9e80-4098-8bf5-a77f49b91a4d · outbound

This paper cites an unresolved cited work.

Bridging AI and Science: Implications from a Large-Scale Literature Analysis of AI4Science Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-12T11:43:26.984068Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation c8bcf63d-2e15-47a4-91bf-f3e15ae21f22 · outbound

This paper cites an unresolved cited work.

Bridging AI and Science: Implications from a Large-Scale Literature Analysis of AI4Science Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-12T11:43:26.144677Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ebec145f-714a-4991-a325-b6110e73542f · outbound

This paper cites an unresolved cited work.

Bridging AI and Science: Implications from a Large-Scale Literature Analysis of AI4Science Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-12T11:43:26.954862Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation c6fd6275-e3db-46f5-b7ce-4fd49896edf0 · outbound

This paper cites an unresolved cited work.

Bridging AI and Science: Implications from a Large-Scale Literature Analysis of AI4Science Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-12T11:43:26.154855Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4a29cbb9-8f64-4a99-afd0-d1b4c771a32e · outbound

This paper cites an unresolved cited work.

Bridging AI and Science: Implications from a Large-Scale Literature Analysis of AI4Science Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-12T11:43:26.936286Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation aacb6e15-25eb-4edf-b667-10a9cf5a3253 · outbound

This paper cites Kuenneth and R.

Bridging AI and Science: Implications from a Large-Scale Literature Analysis of AI4Science Kuenneth and R

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-12T11:43:26.167008Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1051794a-85aa-4613-a8ae-a672d6abc4e4 · outbound

This paper cites an unresolved cited work.

Bridging AI and Science: Implications from a Large-Scale Literature Analysis of AI4Science Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-12T11:43:26.907929Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 3709915f-ffe0-4d6e-b3bd-882818f9e672 · outbound

This paper cites an unresolved cited work.

Bridging AI and Science: Implications from a Large-Scale Literature Analysis of AI4Science Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-12T11:43:26.180627Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9edc21f2-f75b-49d5-881f-ba2840b75193 · outbound

This paper cites an unresolved cited work.

Bridging AI and Science: Implications from a Large-Scale Literature Analysis of AI4Science Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-12T11:43:26.195210Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2205e2d7-1262-46c1-82ed-be55623746fb · outbound

This paper cites an unresolved cited work.

Bridging AI and Science: Implications from a Large-Scale Literature Analysis of AI4Science Unresolved cited work

Reference 18

Resolution: verified exact; doi, observed 2026-08-12T11:43:26.390145Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation ac27901a-212b-4cdf-bd8e-c9cd0b5b46c4 · outbound

This paper cites an unresolved cited work.

Bridging AI and Science: Implications from a Large-Scale Literature Analysis of AI4Science Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-12T11:43:26.859674Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation c8300b1f-e6c7-4464-b73b-cddb659c39c8 · outbound

This paper cites an unresolved cited work.

Bridging AI and Science: Implications from a Large-Scale Literature Analysis of AI4Science Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-12T11:43:26.879090Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 4186f35d-848c-494e-b818-7bbf923b9bdf · outbound

This paper cites Link Prediction in Bipartite Networks.

Bridging AI and Science: Implications from a Large-Scale Literature Analysis of AI4Science Link Prediction in Bipartite Networks

Reference 21

Resolution: verified exact; local_arxiv, observed 2026-08-12T11:43:26.526437Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 6c220f90-74d9-40af-ba1a-7af92efa1aba · outbound

This paper cites Meller, M.

Bridging AI and Science: Implications from a Large-Scale Literature Analysis of AI4Science Meller, M

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-12T11:43:26.210171Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa6208ab-3630-4d58-af0e-08e798311424 · outbound

This paper cites an unresolved cited work.

Bridging AI and Science: Implications from a Large-Scale Literature Analysis of AI4Science Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-12T11:43:26.228801Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 283cf199-90d4-456b-9be3-d912c2659d29 · outbound

This paper cites an unresolved cited work.

Bridging AI and Science: Implications from a Large-Scale Literature Analysis of AI4Science Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-12T11:43:26.839649Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 43bdbc6b-1275-4097-a5a2-f8799d71971d · outbound

This paper cites BLEURT: Learning Robust Metrics for Text Generation.

Bridging AI and Science: Implications from a Large-Scale Literature Analysis of AI4Science BLEURT: Learning Robust Metrics for Text Generation

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-12T11:43:26.242717Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation afb29676-5829-420f-bbf8-0ab3d6d5c4fb · outbound

This paper cites an unresolved cited work.

Bridging AI and Science: Implications from a Large-Scale Literature Analysis of AI4Science Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-12T11:43:26.809753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 981ffd57-de22-4815-b332-65ab40b3660f · outbound

This paper cites Can LLMs Generate Novel Research Ideas? A Large-Scale Human Study with 100+ NLP Researchers.

Bridging AI and Science: Implications from a Large-Scale Literature Analysis of AI4Science Can LLMs Generate Novel Research Ideas? A Large-Scale Human Study with 100+ NLP Researchers

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-12T11:43:26.258029Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 58daf1a1-6a83-491f-b792-5694c83e229b · outbound

This paper cites an unresolved cited work.

Bridging AI and Science: Implications from a Large-Scale Literature Analysis of AI4Science Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-12T11:43:26.790695Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation b44ce65c-49a3-49b4-917f-d3ef07f36b5f · outbound

This paper cites an unresolved cited work.

Bridging AI and Science: Implications from a Large-Scale Literature Analysis of AI4Science Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-12T11:43:26.772759Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 2a2b797f-7f38-46d4-9d91-366d679863a1 · outbound

This paper cites One Embedder, Any Task: Instruction-Finetuned Text Embeddings.

Bridging AI and Science: Implications from a Large-Scale Literature Analysis of AI4Science One Embedder, Any Task: Instruction-Finetuned Text Embeddings

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-12T11:43:26.264543Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d7c2b8b7-0848-4e80-9fe7-7606c6b450e8 · outbound

This paper cites an unresolved cited work.

Bridging AI and Science: Implications from a Large-Scale Literature Analysis of AI4Science Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-12T11:43:26.282483Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2848b277-0340-4685-b7d5-3d3bfc625426 · outbound

This paper cites an unresolved cited work.

Bridging AI and Science: Implications from a Large-Scale Literature Analysis of AI4Science Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-12T11:43:26.755533Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation e68d04e6-8389-4941-82b2-09baffd091f2 · outbound

This paper cites an unresolved cited work.

Bridging AI and Science: Implications from a Large-Scale Literature Analysis of AI4Science Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-12T11:43:26.679911Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation d444419d-4ccc-428e-a469-4601d52974a7 · outbound

This paper cites an unresolved cited work.

Bridging AI and Science: Implications from a Large-Scale Literature Analysis of AI4Science Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-12T11:43:26.661339Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation beeac6f7-c886-4b4c-8c3c-8c365e0bc5c2 · outbound

This paper cites an unresolved cited work.

Bridging AI and Science: Implications from a Large-Scale Literature Analysis of AI4Science Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-12T11:43:26.698771Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 228d383c-8cab-461c-83c6-b5b0f3016935 · outbound

This paper cites an unresolved cited work.

Bridging AI and Science: Implications from a Large-Scale Literature Analysis of AI4Science Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-12T11:43:26.625418Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation b3b3aaa4-8e46-499c-bca1-479a4601c26b · outbound

This paper cites MASSW: A New Dataset and Benchmark Tasks for AI-Assisted Scientific Workflows.

Bridging AI and Science: Implications from a Large-Scale Literature Analysis of AI4Science MASSW: A New Dataset and Benchmark Tasks for AI-Assisted Scientific Workflows

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-12T11:43:26.324655Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 53715498-3628-4eff-8d9d-5e71c9775919 · outbound

This paper cites an unresolved cited work.

Bridging AI and Science: Implications from a Large-Scale Literature Analysis of AI4Science Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-12T11:43:26.642520Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 3f35bb43-7956-481e-8f95-111345553e92 · outbound

This paper cites In Proceedings of the 24th international conference on world wide web.

Bridging AI and Science: Implications from a Large-Scale Literature Analysis of AI4Science In Proceedings of the 24th international conference on world wide web

Reference 2015

Resolution: unresolved; no resolver link, observed 2026-08-12T11:43:26.287960Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7ca37548-fb8f-4b0d-b1d6-1aeb8842aa73 · outbound

This paper cites Pharmaceuticals 16, 6 (2023), 891.

Bridging AI and Science: Implications from a Large-Scale Literature Analysis of AI4Science Pharmaceuticals 16, 6 (2023), 891

Reference 2023

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:43:27.074083Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Pith citing papers

Observation 87f96bf2-645b-4aac-bcc8-f7116e22a39a · inbound

Who Annotates in NLP? A Large-scale Assessment of Human Annotation Reporting between 2018 and 2025 cites this paper.

Who Annotates in NLP? A Large-scale Assessment of Human Annotation Reporting between 2018 and 2025 Bridging AI and Science: Implications from a Large-Scale Literature Analysis of AI4Science

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-07-01T22:46:20.230414Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.