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Paper Citation Record · LEDGER

Adapting to LLMs: How Insiders and Outsiders Reshape Scientific Knowledge Production

As of 19 August 2026, this Paper Citation Record lists 67 of 67 outbound references and 1 inbound Pith citation observation for arXiv:2505.12666.

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

pith.paper-citation-record.v1
2505.12666 v1

Coverage vector

measured 67 of 67 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T20:34:56.577382Z

measured 68 of 68 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T15:37:26.176034Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-15T18:16:14.067578Z

Reference resolution

67 of 67 outbound references displayed

  • verified exact16
  • verified fuzzy1
  • unresolved45
  • parse uncertain0
  • malformed identifier3
  • metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation fca890b4-e400-406c-9cd4-433c6b5f179e · outbound

This paper cites an unresolved cited work.

Adapting to LLMs: How Insiders and Outsiders Reshape Scientific Knowledge Production Unresolved cited work

Reference 1

Resolution
verified exact
doi, observed 2026-08-15T20:34:56.867776Z

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.

source=pdf_text observed=2026-08-15T20:34:56.307876Z digest=sha256:2359a7839ca05f7ae53d11de5b2892449219103919504bf2c9caf5b35cc12eab

Observation 3ab1039f-995c-4e17-93aa-1fa3063d37d1 · outbound

This paper cites an unresolved cited work.

Adapting to LLMs: How Insiders and Outsiders Reshape Scientific Knowledge Production Unresolved cited work

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-15T20:34:56.313120Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:34:56.313120Z digest=sha256:5cca9da2289ad81a6ec9a957ba39a226b48c04c83e2401235167dc1b74ff17f4

Observation d0f43b9d-a0a5-4791-ad53-be227cb840f4 · outbound

This paper cites OpenScholar: Synthesizing Scientific Literature with Retrieval-augmented LMs.

Adapting to LLMs: How Insiders and Outsiders Reshape Scientific Knowledge Production OpenScholar: Synthesizing Scientific Literature with Retrieval-augmented LMs

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-15T20:34:56.317258Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:34:56.317258Z digest=sha256:10c4f771d6c70799a67c90e3e0e7ac561ee3fd6fec79b71c5fac08c03de2f6a5

Observation 96351d7e-4be7-48fb-b46f-2df4d41e0f91 · outbound

This paper cites an unresolved cited work.

Adapting to LLMs: How Insiders and Outsiders Reshape Scientific Knowledge Production Unresolved cited work

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-15T20:34:56.322162Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:34:56.322162Z digest=sha256:b1f8e837e16e592a0fa05bd8cb81399b7c8447274102ee94ce4747e3964e5c04

Observation 4f5af2d0-94ae-4fe7-a056-915b1e7ac781 · outbound

This paper cites an unresolved cited work.

Adapting to LLMs: How Insiders and Outsiders Reshape Scientific Knowledge Production Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:34:58.476429Z

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.

source=pdf_text observed=2026-08-15T20:34:56.326443Z digest=sha256:7eae0ffd7f03bd954783b370835f49c84e25de56bd399639c5b5e8102fe25c77

Observation de8b313c-e6ae-4882-ae44-223e36d8b467 · outbound

This paper cites an unresolved cited work.

Adapting to LLMs: How Insiders and Outsiders Reshape Scientific Knowledge Production Unresolved cited work

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-15T20:34:56.330480Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:34:56.330480Z digest=sha256:c79a0fb269a602f2f4dfd6ee9497dd649109f1a350ce11e855febf92fe090126

Observation af8e3856-3347-4703-90cb-50223f964866 · outbound

This paper cites an unresolved cited work.

Adapting to LLMs: How Insiders and Outsiders Reshape Scientific Knowledge Production Unresolved cited work

Reference 7

Resolution
malformed identifier
raw_fallback, observed 2026-08-15T20:34:58.455066Z

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.

source=pdf_text observed=2026-08-15T20:34:56.334922Z digest=sha256:8257daec30d8245e766967f7a03e6a837df62f53f032d30e8825ecb4fb70d228

Observation aabfba25-a597-4c29-adcb-66c2149496d4 · outbound

This paper cites Language Models are Few-Shot Learners.

Adapting to LLMs: How Insiders and Outsiders Reshape Scientific Knowledge Production Language Models are Few-Shot Learners

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-15T20:34:56.338832Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:34:56.338832Z digest=sha256:fe3a390ffd3d98c2e23be0247362d629ece27d4c9fc92bf919f1d07f8fd5d21e

Observation bb65195d-5b1f-42af-95bd-019139142dac · outbound

This paper cites an unresolved cited work.

Adapting to LLMs: How Insiders and Outsiders Reshape Scientific Knowledge Production Unresolved cited work

Reference 9

Resolution
verified exact
doi, observed 2026-08-15T20:34:56.846443Z

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.

source=pdf_text observed=2026-08-15T20:34:56.343007Z digest=sha256:30a70ab1659b6f90f6df6d340ba0593618372d81cc339d411032d3d8ad04292f

Observation 1945797d-bbf7-4fd0-b831-0f01a35759b8 · outbound

This paper cites an unresolved cited work.

Adapting to LLMs: How Insiders and Outsiders Reshape Scientific Knowledge Production Unresolved cited work

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-15T20:34:56.347018Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:34:56.347018Z digest=sha256:1a3eaf0faf1abffa606cf1facde2a026d1f2b62ee3dee5612d9626e6b978db69

Observation 8d8c8028-18ab-4a5c-9e89-93e01b7235f4 · outbound

This paper cites an unresolved cited work.

Adapting to LLMs: How Insiders and Outsiders Reshape Scientific Knowledge Production Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:34:58.441889Z

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.

source=pdf_text observed=2026-08-15T20:34:56.350803Z digest=sha256:0b8c02cfc0ad499e4e275f14c571693839dee0321aadd2be8193e05288966652

Observation d850ca27-082b-4952-890c-6a056a811df5 · outbound

This paper cites an unresolved cited work.

Adapting to LLMs: How Insiders and Outsiders Reshape Scientific Knowledge Production Unresolved cited work

Reference 12

Resolution
metadata mismatch
raw_fallback, observed 2026-08-15T20:34:58.186660Z

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.

source=pdf_text observed=2026-08-15T20:34:56.355468Z digest=sha256:8c5adbd67d55d45549f19e37ece2bd2defe806bffb05f08a388c0a032a5b82b4

Observation ddef9b0c-13c2-4140-8f8d-19844ba838fe · outbound

This paper cites An Uncommon Task: Participatory Design in Legal AI.

Adapting to LLMs: How Insiders and Outsiders Reshape Scientific Knowledge Production An Uncommon Task: Participatory Design in Legal AI

Reference 13

Resolution
verified exact
local_arxiv, observed 2026-08-15T20:34:58.113515Z

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.

source=pdf_text observed=2026-08-15T20:34:56.360136Z digest=sha256:a52a91bbeb10333a64080c506b1cf5aeaeb337e01b3fd62d6f66c35354de13c3

Observation ae804398-b844-4f52-bc53-6448f4af2644 · outbound

This paper cites an unresolved cited work.

Adapting to LLMs: How Insiders and Outsiders Reshape Scientific Knowledge Production Unresolved cited work

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-15T20:34:56.364899Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:34:56.364899Z digest=sha256:e6ece7c3dca5f158cb2c0d38e0f5dad76a793f5ed557198779dd141084be50e5

Observation 27df74c4-ba4d-4285-948c-1ce670611f9a · outbound

This paper cites an unresolved cited work.

Adapting to LLMs: How Insiders and Outsiders Reshape Scientific Knowledge Production Unresolved cited work

Reference 15

Resolution
verified exact
raw_fallback, observed 2026-08-15T20:34:58.033920Z

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.

source=pdf_text observed=2026-08-15T20:34:56.369021Z digest=sha256:3a6c4cc04cf63ac2c46fc24f6af2bf2c1a2cc709872a1f3a8846a6323db8fefa

Observation 4452ec24-409a-470e-a4da-a2dc53da6bbb · outbound

This paper cites an unresolved cited work.

Adapting to LLMs: How Insiders and Outsiders Reshape Scientific Knowledge Production Unresolved cited work

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-15T20:34:56.372896Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:34:56.372896Z digest=sha256:388f1e0171ba1202999c12fdb701621cdc785657aa4365754fe6824235d1d87c

Observation 674481ac-baf2-40cb-8463-19721b231be8 · outbound

This paper cites an unresolved cited work.

Adapting to LLMs: How Insiders and Outsiders Reshape Scientific Knowledge Production Unresolved cited work

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-15T20:34:56.376868Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:34:56.376868Z digest=sha256:0836b9bdcbe68e12e8de2564476b8f30c045066d016994dbc44fd689cf72484a

Observation 194b18e0-464d-43f3-8eac-63eb3a92b4d5 · outbound

This paper cites SciAgents: Automating scientific discovery through multi-agent intelligent graph reasoning.

Adapting to LLMs: How Insiders and Outsiders Reshape Scientific Knowledge Production SciAgents: Automating scientific discovery through multi-agent intelligent graph reasoning

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-15T20:34:56.380821Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:34:56.380821Z digest=sha256:82539e7b2f77dea2a06915d101a8c0189c212ed0c32baf06e9ed9471ecbd2f20

Observation 1891d579-d032-4fb1-bd64-5d50b9e0a944 · outbound

This paper cites 1994.The new production of knowledge: The dynamics of science and research in contemporary societies.

Adapting to LLMs: How Insiders and Outsiders Reshape Scientific Knowledge Production 1994.The new production of knowledge: The dynamics of science and research in contemporary societies

Reference 19

Resolution
verified exact
doi, observed 2026-08-15T20:34:56.824970Z

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.

source=pdf_text observed=2026-08-15T20:34:56.384962Z digest=sha256:4aa9c3ee3b70e76e74bc7d208a05b58d6fd9f723313fa17ab8f4ebc34261c1e3

Observation a1ab49cb-887d-4efa-8469-fd05f0ba662c · outbound

This paper cites Machine Psychology.

Adapting to LLMs: How Insiders and Outsiders Reshape Scientific Knowledge Production Machine Psychology

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-15T20:34:56.389125Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:34:56.389125Z digest=sha256:b7b8eaed9c5c9a89f5d2a6ca3a9ded91af301be1b3cf4ae0465963ddec71e718

Observation 21066f88-f2f1-47cc-b5a1-f879343208c3 · outbound

This paper cites an unresolved cited work.

Adapting to LLMs: How Insiders and Outsiders Reshape Scientific Knowledge Production Unresolved cited work

Reference 21

Resolution
verified exact
doi, observed 2026-08-15T20:34:56.810507Z

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.

source=pdf_text observed=2026-08-15T20:34:56.393357Z digest=sha256:2f5db0b15b5c165c419243c2f2cf11d04d87869e4fa3ad18beb7db220d4fcd8d

Observation a61b878b-f266-4796-9fba-0115cb7a4754 · outbound

This paper cites an unresolved cited work.

Adapting to LLMs: How Insiders and Outsiders Reshape Scientific Knowledge Production Unresolved cited work

Reference 22

Resolution
metadata mismatch
raw_fallback, observed 2026-08-15T20:34:57.862108Z

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.

source=pdf_text observed=2026-08-15T20:34:56.397262Z digest=sha256:0fa7104e1f7f8e9092bd8cbff60c1e0c590d4cab9465bf357110d883c0996916

Observation 0465657d-50d8-40c0-9a47-2f24bb34ce2c · outbound

This paper cites Adaptability and the Pivot Penalty in Science and Technology.

Adapting to LLMs: How Insiders and Outsiders Reshape Scientific Knowledge Production Adaptability and the Pivot Penalty in Science and Technology

Reference 23

Resolution
verified exact
local_arxiv, observed 2026-08-15T20:34:57.787517Z

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.

source=pdf_text observed=2026-08-15T20:34:56.400954Z digest=sha256:a85e44aaedf789a717ebac5676e7c18720140b302b574a72313bfb1004c39757

Observation dfffaabc-cf44-456d-af4f-f23ff3d42ea3 · outbound

This paper cites an unresolved cited work.

Adapting to LLMs: How Insiders and Outsiders Reshape Scientific Knowledge Production Unresolved cited work

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-15T20:34:56.405566Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:34:56.405566Z digest=sha256:2200ff36a9e0d920158a0495ea50faddf7c95f20efe6b0e97f9e09cb6ab0fe88

Observation ee35af48-0cf8-499a-b504-04df246ae949 · outbound

This paper cites an unresolved cited work.

Adapting to LLMs: How Insiders and Outsiders Reshape Scientific Knowledge Production Unresolved cited work

Reference 25

Resolution
verified exact
doi, observed 2026-08-15T20:34:56.788637Z

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.

source=pdf_text observed=2026-08-15T20:34:56.409455Z digest=sha256:4822b3de805151c9b13c9171a26cf3792fff32b03a604dc522277f7f72170bad

Observation 2b74abd8-6648-4051-ab9d-3d0d10b3ae35 · outbound

This paper cites an unresolved cited work.

Adapting to LLMs: How Insiders and Outsiders Reshape Scientific Knowledge Production Unresolved cited work

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-15T20:34:56.413028Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:34:56.413028Z digest=sha256:c7085a73257f17e544fcd2e7d65782c6a0c566dca27f5a646032d82a3c366cb5

Observation 63805ebf-ecaa-40ac-87ff-fae371d321a2 · outbound

This paper cites an unresolved cited work.

Adapting to LLMs: How Insiders and Outsiders Reshape Scientific Knowledge Production Unresolved cited work

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-15T20:34:56.417354Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:34:56.417354Z digest=sha256:1adb7a89338ad93e184427f05872c623942ff8ed2d302d5ce21e6bbbaaffaed0

Observation d54ea84d-18a0-41fa-97d9-b8a310156130 · outbound

This paper cites an unresolved cited work.

Adapting to LLMs: How Insiders and Outsiders Reshape Scientific Knowledge Production Unresolved cited work

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-15T20:34:56.421309Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:34:56.421309Z digest=sha256:8b827de76790d620e4d059840f9d46e809e77f72c611d93ab001511f8f753983

Observation fb2416a7-d35e-47b0-98e4-0b448e436bf3 · outbound

This paper cites an unresolved cited work.

Adapting to LLMs: How Insiders and Outsiders Reshape Scientific Knowledge Production Unresolved cited work

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-15T20:34:56.425184Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:34:56.425184Z digest=sha256:0a5f3331a4d8779a8646886cf0edc102ba0b8ab9a0c2aa9b78579f832f6129e6

Observation 44676277-638e-49d0-af9d-82fccd7966ea · outbound

This paper cites an unresolved cited work.

Adapting to LLMs: How Insiders and Outsiders Reshape Scientific Knowledge Production Unresolved cited work

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-15T20:34:56.428956Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:34:56.428956Z digest=sha256:cde9546b2167915f9f6d57ca6d5de4d7ed703272caf315f46ec538f0a0158bf5

Observation 9bab1cb5-deb7-41fb-bfd2-f05f7a732ae1 · outbound

This paper cites an unresolved cited work.

Adapting to LLMs: How Insiders and Outsiders Reshape Scientific Knowledge Production Unresolved cited work

Reference 31

Resolution
malformed identifier
raw_fallback, observed 2026-08-15T20:34:58.428019Z

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.

source=pdf_text observed=2026-08-15T20:34:56.432717Z digest=sha256:f1c3f61f1b58e488536a6256b11bb076583f8ae6564ca9e2c4c5464cb06edde4

Observation e9a6113e-77d3-4ffd-94db-f8936c195a1f · outbound

This paper cites an unresolved cited work.

Adapting to LLMs: How Insiders and Outsiders Reshape Scientific Knowledge Production Unresolved cited work

Reference 32

Resolution
verified exact
doi, observed 2026-08-15T20:34:56.759587Z

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.

source=pdf_text observed=2026-08-15T20:34:56.436461Z digest=sha256:de436d55e5373b52a307564d9a8093980c0362f2473e01f9a560668db9d1d680

Observation 3f1d6f7f-09c7-486e-a85e-6b3aa4a70f67 · outbound

This paper cites an unresolved cited work.

Adapting to LLMs: How Insiders and Outsiders Reshape Scientific Knowledge Production Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:34:58.414862Z

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.

source=pdf_text observed=2026-08-15T20:34:56.439939Z digest=sha256:e2ae11dad158011338c5f6c076df4a62cd38ff9a392e9aae642774ce35d09abf

Observation 1f34db69-0959-445f-8d9b-d2e5ae51faee · outbound

This paper cites an unresolved cited work.

Adapting to LLMs: How Insiders and Outsiders Reshape Scientific Knowledge Production Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:34:58.402040Z

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.

source=pdf_text observed=2026-08-15T20:34:56.443849Z digest=sha256:33051d103e93d695c692be7904a6e343181cd778fe2b3db37b93e7ebf2d102ef

Observation a95778a1-1e00-4161-b3fa-2cd1bc7b0b52 · outbound

This paper cites an unresolved cited work.

Adapting to LLMs: How Insiders and Outsiders Reshape Scientific Knowledge Production Unresolved cited work

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-15T20:34:56.452401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:34:56.452401Z digest=sha256:7ef899015ddacd0a0cf3575f606209f88a4a35b8a94bf1ed870b6c04c0ea4b5d

Observation cbed3b3e-2295-427e-be65-1a94cdbe4db1 · outbound

This paper cites an unresolved cited work.

Adapting to LLMs: How Insiders and Outsiders Reshape Scientific Knowledge Production Unresolved cited work

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-15T20:34:56.456543Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:34:56.456543Z digest=sha256:084436c4ca7895d4f841675b8a36521777d223ea67b866c2d8656251d849e166

Observation eda413b0-cab2-494f-a728-b2b01b4e50ad · outbound

This paper cites Mapping the Increasing Use of LLMs in Scientific Papers.

Adapting to LLMs: How Insiders and Outsiders Reshape Scientific Knowledge Production Mapping the Increasing Use of LLMs in Scientific Papers

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-15T20:34:56.460631Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:34:56.460631Z digest=sha256:d52f4e135b28e42b03c02ca47339e6c1c8295e479abdc06788e8fade6b399842

Observation d7d6ddd0-bf85-4035-8b32-5df0acb4a654 · outbound

This paper cites an unresolved cited work.

Adapting to LLMs: How Insiders and Outsiders Reshape Scientific Knowledge Production Unresolved cited work

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-15T20:34:56.464699Z

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Observation 6378a23b-225b-44d7-b6b3-1d48e019d2d8 · outbound

This paper cites an unresolved cited work.

Adapting to LLMs: How Insiders and Outsiders Reshape Scientific Knowledge Production Unresolved cited work

Reference 39

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source=pdf_text observed=2026-08-15T20:34:56.468706Z digest=sha256:52d401f58e9f93dbe664225d4a6dec858a161fb8e69ece766311a2c805661ea8

Observation 905a4634-b7a8-476b-b10b-f4a6a7619f8a · outbound

This paper cites an unresolved cited work.

Adapting to LLMs: How Insiders and Outsiders Reshape Scientific Knowledge Production Unresolved cited work

Reference 40

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source=pdf_text observed=2026-08-15T20:34:56.472557Z digest=sha256:4b8a3419b7e9960fe2ee988d0f2baf9f2c3ad9d9f426aeed37b310e2ef0539ff

Observation 5d744971-93f1-4357-8a13-9bd7ce92fd99 · outbound

This paper cites A Systematic Literature Review of Infrastructure Studies in SIGCHI.

Adapting to LLMs: How Insiders and Outsiders Reshape Scientific Knowledge Production A Systematic Literature Review of Infrastructure Studies in SIGCHI

Reference 41

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Observation 051f2e82-5fa5-4acd-8cea-8872e5832957 · outbound

This paper cites PAPERCLIP: Associating Astronomical Observations and Natural Language with Multi-Modal Models.

Adapting to LLMs: How Insiders and Outsiders Reshape Scientific Knowledge Production PAPERCLIP: Associating Astronomical Observations and Natural Language with Multi-Modal Models

Reference 42

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source=pdf_text observed=2026-08-15T20:34:56.481590Z digest=sha256:11dec44a73e414a387e4c65414825a5fdb7dddc70b870edd00608da8f41d07a3

Observation 451e4cef-93ec-4f2a-ad42-aaac68180d09 · outbound

This paper cites an unresolved cited work.

Adapting to LLMs: How Insiders and Outsiders Reshape Scientific Knowledge Production Unresolved cited work

Reference 43

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source=pdf_text observed=2026-08-15T20:34:56.485877Z digest=sha256:6dae02fe8d4707f9bd8cece19ba3e3b19959b7481764e1e01af8e0841efa0cd4

Observation 839acb77-61d4-4830-b8a1-26573cfb8d81 · outbound

This paper cites Path-RAG: Knowledge-Guided Key Region Retrieval for Open-ended Pathology Visual Question Answering.

Adapting to LLMs: How Insiders and Outsiders Reshape Scientific Knowledge Production Path-RAG: Knowledge-Guided Key Region Retrieval for Open-ended Pathology Visual Question Answering

Reference 44

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source=pdf_text observed=2026-08-15T20:34:56.489763Z digest=sha256:3376decca25c7a79226cd28cc14818caabece2df3166ad7defad8d02016eb764

Observation 513821c9-534c-4762-ba58-06f55e292d67 · outbound

This paper cites an unresolved cited work.

Adapting to LLMs: How Insiders and Outsiders Reshape Scientific Knowledge Production Unresolved cited work

Reference 45

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source=pdf_text observed=2026-08-15T20:34:56.493790Z digest=sha256:2ff6eb9ea4e985dc6103860c4dbeef320b0045f572ca8f3c4f435b41aa4ebecb

Observation e1ee823d-85f9-4981-b220-4d247f068bfa · outbound

This paper cites an unresolved cited work.

Adapting to LLMs: How Insiders and Outsiders Reshape Scientific Knowledge Production Unresolved cited work

Reference 46

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source=pdf_text observed=2026-08-15T20:34:56.497582Z digest=sha256:84e0110c871b33352a3b32aa88edcec64d22bfccc93df826f6bbacd0681d8c28

Observation 5c34b567-8474-4249-86c7-6ee14a27ad87 · outbound

This paper cites an unresolved cited work.

Adapting to LLMs: How Insiders and Outsiders Reshape Scientific Knowledge Production Unresolved cited work

Reference 47

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Observation 8597e746-eeff-4a9b-8eb7-c71a810291c5 · outbound

This paper cites an unresolved cited work.

Adapting to LLMs: How Insiders and Outsiders Reshape Scientific Knowledge Production Unresolved cited work

Reference 48

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source=pdf_text observed=2026-08-15T20:34:56.505342Z digest=sha256:bf35e74e437ba9e8987bbedf51c323bbe630f561b062c29b710f243d585d27be

Observation 31d0d34a-adea-4238-8804-01fd5c33b079 · outbound

This paper cites an unresolved cited work.

Adapting to LLMs: How Insiders and Outsiders Reshape Scientific Knowledge Production Unresolved cited work

Reference 49

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Observation d9b46181-c7e4-4922-a330-fc2717f36db6 · outbound

This paper cites an unresolved cited work.

Adapting to LLMs: How Insiders and Outsiders Reshape Scientific Knowledge Production Unresolved cited work

Reference 50

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source=pdf_text observed=2026-08-15T20:34:56.512665Z digest=sha256:0bbbde8b7b23d6a3b469193d124c1c4acfc140de1bed29d127c24338042a38c9

Observation 01c0cca6-b713-414c-9c72-c7891a01b1b4 · outbound

This paper cites an unresolved cited work.

Adapting to LLMs: How Insiders and Outsiders Reshape Scientific Knowledge Production Unresolved cited work

Reference 51

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source=pdf_text observed=2026-08-15T20:34:56.516693Z digest=sha256:f4cbe40332aeb2bea08949a93cbc61b422bdd8fa338fbc12f2cd81caed3390d8

Observation 89b09060-462e-4788-b6b8-f6ae6a46373c · outbound

This paper cites OpenAlex: A fully-open index of scholarly works, authors, venues, institutions, and concepts.

Adapting to LLMs: How Insiders and Outsiders Reshape Scientific Knowledge Production OpenAlex: A fully-open index of scholarly works, authors, venues, institutions, and concepts

Reference 52

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source=pdf_text observed=2026-08-15T20:34:56.520531Z digest=sha256:592ad362f14eafe308f3d771c91c9c504303e9959148ec3f2e783b4c9b245cc6

Observation fbafbfb6-e300-4fea-96c8-0489b2050751 · outbound

This paper cites an unresolved cited work.

Adapting to LLMs: How Insiders and Outsiders Reshape Scientific Knowledge Production Unresolved cited work

Reference 53

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source=pdf_text observed=2026-08-15T20:34:56.524733Z digest=sha256:c00830457059405001714134c17ea8925df22233f8f03ba78e2927db38c775c9

Observation d20cd786-629b-4de0-87da-73c18a30b25d · outbound

This paper cites IdeaSynth: Iterative Research Idea Development Through Evolving and Composing Idea Facets with Literature-Grounded Feedback.

Adapting to LLMs: How Insiders and Outsiders Reshape Scientific Knowledge Production IdeaSynth: Iterative Research Idea Development Through Evolving and Composing Idea Facets with Literature-Grounded Feedback

Reference 54

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source=pdf_text observed=2026-08-15T20:34:56.528569Z digest=sha256:175a7ee8fe1ea10bb71986ac557906318deaaa71de904ede0aa9c55c33156abc

Observation b99256d5-52e5-46b3-bf1c-dd3bb00b222c · outbound

This paper cites Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks.

Adapting to LLMs: How Insiders and Outsiders Reshape Scientific Knowledge Production Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks

Reference 55

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source=pdf_text observed=2026-08-15T20:34:56.532766Z digest=sha256:5dbbc42001d49c345f775bfd23ae44eaffcb0e331b910a971a4f759b02677f37

Observation 0111a5cf-a898-498b-80ef-68e8a1eaa063 · outbound

This paper cites 2012.The new production of knowledge: The dynamics of science and research in contemporary societies.

Adapting to LLMs: How Insiders and Outsiders Reshape Scientific Knowledge Production 2012.The new production of knowledge: The dynamics of science and research in contemporary societies

Reference 56

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raw_fallback, observed 2026-08-15T20:34:58.367739Z

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

source=pdf_text observed=2026-08-15T20:34:56.536820Z digest=sha256:c62e9f14cd4153afa45592e6f75a190ee58d6587b3669b75200db457c2a22489

Observation 9886e317-6873-4c46-8f0f-7160c1bc9089 · outbound

This paper cites an unresolved cited work.

Adapting to LLMs: How Insiders and Outsiders Reshape Scientific Knowledge Production Unresolved cited work

Reference 57

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source=pdf_text observed=2026-08-15T20:34:56.540654Z digest=sha256:21a760a814a9bcdae3095611ea635555910ec1d53a03871168b27a61cd9d56d9

Observation 6d765394-4463-4029-bd63-99d98b2c8560 · outbound

This paper cites an unresolved cited work.

Adapting to LLMs: How Insiders and Outsiders Reshape Scientific Knowledge Production Unresolved cited work

Reference 58

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source=pdf_text observed=2026-08-15T20:34:56.544625Z digest=sha256:6bd87772863d5d33b27e935c54ab873dddfef2616651882f409dbd42ed0c9fec

Observation b69e79f2-04c0-444c-9cb7-c5f9111ee80e · outbound

This paper cites an unresolved cited work.

Adapting to LLMs: How Insiders and Outsiders Reshape Scientific Knowledge Production Unresolved cited work

Reference 59

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source=pdf_text observed=2026-08-15T20:34:56.548953Z digest=sha256:c764bc1a5e7e215f40cab008d84368ebf36596ac31d6ebe3ee4808065b4556af

Observation 5e013c06-136e-4110-a563-e0e077d228ab · outbound

This paper cites Interpreting Multi-band Galaxy Observations with Large Language Model-Based Agents.

Adapting to LLMs: How Insiders and Outsiders Reshape Scientific Knowledge Production Interpreting Multi-band Galaxy Observations with Large Language Model-Based Agents

Reference 60

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source=pdf_text observed=2026-08-15T20:34:56.552755Z digest=sha256:b145019bd9a0c3c4ef790fd5d56e483f30d388fc888f97b37b569432304fa25c

Observation e4735add-0dbb-4f4d-af91-0c4982d754f0 · outbound

This paper cites Insiders and Outsiders in Research on Machine Learning and Society.

Adapting to LLMs: How Insiders and Outsiders Reshape Scientific Knowledge Production Insiders and Outsiders in Research on Machine Learning and Society

Reference 61

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local_arxiv, observed 2026-08-15T20:34:56.887160Z

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

source=pdf_text observed=2026-08-15T20:34:56.556855Z digest=sha256:ac5bad36d123d70ac7ffdca7bb1023cfaafa663fe66aab31ff96e84fb9787e02

Observation 876b32b9-a948-4f1a-b296-930f874c785d · outbound

This paper cites an unresolved cited work.

Adapting to LLMs: How Insiders and Outsiders Reshape Scientific Knowledge Production Unresolved cited work

Reference 62

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

source=pdf_text observed=2026-08-15T20:34:56.561241Z digest=sha256:25b66ffe50428ba779a95879aa75481674cfcf3838f48f26471737634a90cd54

Observation e60ed5bb-dc17-4e70-bf06-a86b561b58a6 · outbound

This paper cites an unresolved cited work.

Adapting to LLMs: How Insiders and Outsiders Reshape Scientific Knowledge Production Unresolved cited work

Reference 63

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Observation 97a87a49-059c-4b33-92bc-41434b2b5ac1 · outbound

This paper cites an unresolved cited work.

Adapting to LLMs: How Insiders and Outsiders Reshape Scientific Knowledge Production Unresolved cited work

Reference 64

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source=pdf_text observed=2026-08-15T20:34:56.569525Z digest=sha256:65f18fd5e1500d8f6b776756b96747f0176eb9470eb60d99ab23e6e14a0064fd

Observation 14c15050-937c-45b7-85e5-1cba1ce13bf2 · outbound

This paper cites an unresolved cited work.

Adapting to LLMs: How Insiders and Outsiders Reshape Scientific Knowledge Production Unresolved cited work

Reference 65

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source=pdf_text observed=2026-08-15T20:34:56.573450Z digest=sha256:c779c8e787097d726dd5d2319939d2a10922d8c99596c8f04b23048e1f3e8ae2

Observation f6357309-30b4-4652-a18e-33e8182ee618 · outbound

This paper cites an unresolved cited work.

Adapting to LLMs: How Insiders and Outsiders Reshape Scientific Knowledge Production Unresolved cited work

Reference 66

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

source=pdf_text observed=2026-08-15T20:34:56.577382Z digest=sha256:be08d1b1e1df2d04988e70311c750db899e60252230358fb06d1dab6d9a4943a

Observation 6add8028-92cd-42b7-a7c1-ca05fcb7be3b · outbound

This paper cites In Proceedings of the CHI Conference on Human Factors in Computing Systems.

Adapting to LLMs: How Insiders and Outsiders Reshape Scientific Knowledge Production In Proceedings of the CHI Conference on Human Factors in Computing Systems

Reference 2024

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source=pdf_text observed=2026-08-15T20:34:56.448017Z digest=sha256:b62e4cc77addb3d7e52b7ebc09e136d80dd0e8abf511043256efd8231b3f0b8d

Pith citing papers

Observation f2dba03f-e754-4974-a94b-e369558f4dc6 · inbound

Scientific exploration, collaboration and labor division in the large language model era cites this paper.

Scientific exploration, collaboration and labor division in the large language model era Adapting to LLMs: How Insiders and Outsiders Reshape Scientific Knowledge Production

Reference 23

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local_arxiv, observed 2026-08-15T15:37:27.025312Z

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

source=pdf_text observed=2026-08-15T15:37:26.176034Z digest=sha256:00077bda0084dc3691778f871630d5780de5b03de48306f10bcf37720a40f471