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Paper Citation Record · LEDGER

Automated reproducibility assessments in the social and behavioral sciences using large language models

As of 20 August 2026, this Paper Citation Record lists 67 of 67 outbound references and 1 inbound Pith citation observation for arXiv:2606.13670.

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

pith.paper-citation-record.v1
2606.13670 v2

Coverage vector

measured 67 of 67 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-27T06:30:08.805659Z

measured 68 of 68 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-01T23:47:53.748269Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

67 of 67 outbound references displayed

  • verified exact8
  • verified fuzzy0
  • unresolved59
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 97b87506-3d79-499b-8eaf-8cf23eaea17b · outbound

This paper cites Nature652, 126–134 (2026).

Automated reproducibility assessments in the social and behavioral sciences using large language models Nature652, 126–134 (2026)

Reference 1

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source=pdf_text observed=2026-06-27T06:30:08.805659Z digest=sha256:2114889fb4371ce7dad70518f481a7860bf64961ff9c08d085d9626e15e21883

Observation 644b9de4-6819-4f92-9def-7c54df27d318 · outbound

This paper cites Nature652, 135–142 (2026).

Automated reproducibility assessments in the social and behavioral sciences using large language models Nature652, 135–142 (2026)

Reference 2

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source=pdf_text observed=2026-06-27T06:30:08.805659Z digest=sha256:d5f4f27459cb33197fd62034520f6200cefc85ea9e72c27c3a6e963f1a3ab3bb

Observation b4f40180-b25c-4130-92ee-968fe960929b · outbound

This paper cites Nature652, 151–156 (2026).

Automated reproducibility assessments in the social and behavioral sciences using large language models Nature652, 151–156 (2026)

Reference 3

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source=pdf_text observed=2026-06-27T06:30:08.805659Z digest=sha256:c33de1cf39d0af9ef54abe4b83dbb43c0bbfe96180bf37fdde862323258474e2

Observation 0916a4ef-8e27-4118-9c3d-022a6ed68ccc · outbound

This paper cites E.et al.Analytic reproducibility in articles receiving open data badges at the journalPsychological Science: An observational study.Royal Society Open Science8, 201494 (2021).

Automated reproducibility assessments in the social and behavioral sciences using large language models E.et al.Analytic reproducibility in articles receiving open data badges at the journalPsychological Science: An observational study.Royal Society Open Science8, 201494 (2021)

Reference 4

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source=pdf_text observed=2026-06-27T06:30:08.805659Z digest=sha256:5dc3db3271d1acf91c5f39dff6becc128deacb1013e3fb6d3194853258fa6684

Observation acdd2dd3-8d2f-4600-ae0d-c46ecbf88071 · outbound

This paper cites & Cook, N.

Automated reproducibility assessments in the social and behavioral sciences using large language models & Cook, N

Reference 5

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source=pdf_text observed=2026-06-27T06:30:08.805659Z digest=sha256:418144578174719de46f58ce31d25694c381ddff2e6be3a8f7dc85e60e9f4d1a

Observation 52089069-5b24-447f-b73a-81e76212b9ec · outbound

This paper cites an unresolved cited work.

Automated reproducibility assessments in the social and behavioral sciences using large language models Unresolved cited work

Reference 6

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Source-reported events for the cited work

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source=pdf_text observed=2026-06-27T06:30:08.805659Z digest=sha256:106c97f6cf0e940647aedee90e2b971181a8ee0580b2b5863bd3616c30f01863

Observation a0bc2bc8-e7c6-46d2-a3b4-cf0fe4063f87 · outbound

This paper cites an unresolved cited work.

Automated reproducibility assessments in the social and behavioral sciences using large language models Unresolved cited work

Reference 7

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Source-reported events for the cited work

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source=pdf_text observed=2026-06-27T06:30:08.805659Z digest=sha256:ff598374e8d66e27323f4d840b43f5d7f5fe401e94943deae37db1e117c3fa3e

Observation faabaf90-4889-4fd8-8315-81bde0f95034 · outbound

This paper cites H.et al.Investigating the replicability of the social and behavioural sciences.

Automated reproducibility assessments in the social and behavioral sciences using large language models H.et al.Investigating the replicability of the social and behavioural sciences

Reference 8

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source=pdf_text observed=2026-06-27T06:30:08.805659Z digest=sha256:a7268ebac389903f83b4ee1d6956c3638557c9af476837c6565838f38e9bfa0e

Observation aae578b2-a7a0-4d8a-a4af-34bb91aa8491 · outbound

This paper cites an unresolved cited work.

Automated reproducibility assessments in the social and behavioral sciences using large language models Unresolved cited work

Reference 9

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source=pdf_text observed=2026-06-27T06:30:08.805659Z digest=sha256:ccea40c4b6b437b6539d103eb31e218f4e3964e5be85c78ac3f0d075683d9026

Observation 27e00b42-1926-4968-8215-4bc4da21c85d · outbound

This paper cites Estimating the reproducibility of psychological science.Science 349, aac4716 (2015).

Automated reproducibility assessments in the social and behavioral sciences using large language models Estimating the reproducibility of psychological science.Science 349, aac4716 (2015)

Reference 10

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source=pdf_text observed=2026-06-27T06:30:08.805659Z digest=sha256:06d9486e3ceb81cf1fc64b870ddbe753fd723bdbaf1c8143cada3facf80849f1

Observation 7d7d1b0d-e180-4aad-b0c1-d4cebcfa85e1 · outbound

This paper cites an unresolved cited work.

Automated reproducibility assessments in the social and behavioral sciences using large language models Unresolved cited work

Reference 11

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source=pdf_text observed=2026-06-27T06:30:08.805659Z digest=sha256:8f96d94554987a4852f7b44ba697bd0f8e468c8d3c8b89e343bd344725d983f4

Observation 024049ac-779f-46de-a7b3-dd3de774f6fd · outbound

This paper cites an unresolved cited work.

Automated reproducibility assessments in the social and behavioral sciences using large language models Unresolved cited work

Reference 12

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source=pdf_text observed=2026-06-27T06:30:08.805659Z digest=sha256:00ac3338d40f2cf3e00b287cd7dd8ad4e052da7720601f7d0f4ea15b14b4635c

Observation 3bbc3575-f1d6-44d3-b19d-10d44844ae94 · outbound

This paper cites A., MacKnight, R., Kline, B.

Automated reproducibility assessments in the social and behavioral sciences using large language models A., MacKnight, R., Kline, B

Reference 13

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source=pdf_text observed=2026-06-27T06:30:08.805659Z digest=sha256:4423473f52d3e0fd509e3968e988cf04c87727dffd65b2035e003ca126564597

Observation 5330f2d3-3419-4a2c-95f6-7afb9fb77603 · outbound

This paper cites In Ku, L.-W., Martins, A.

Automated reproducibility assessments in the social and behavioral sciences using large language models In Ku, L.-W., Martins, A

Reference 14

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source=pdf_text observed=2026-06-27T06:30:08.805659Z digest=sha256:8eb62927df7acca5974da1340f198623758f481ed0fa6e828022b86f74fb3e65

Observation 1c522a96-8433-4782-b0c9-50a0d3b8b39f · outbound

This paper cites an unresolved cited work.

Automated reproducibility assessments in the social and behavioral sciences using large language models Unresolved cited work

Reference 15

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source=pdf_text observed=2026-06-27T06:30:08.805659Z digest=sha256:ba07e36231e9123dc0370b920a822e9362ed3a930f3a42365f69c1f089e688b5

Observation 1c9b3a2e-5876-4932-9fe1-71a54d81b5f6 · outbound

This paper cites AgentRxiv: Towards Collaborative Autonomous Research.

Automated reproducibility assessments in the social and behavioral sciences using large language models AgentRxiv: Towards Collaborative Autonomous Research

Reference 16

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arxiv_id, observed 2026-07-03T15:28:34.070255Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-06-27T06:30:08.805659Z digest=sha256:4f8bfb238f7bcae44e762768b2d40d86bce7b1416d30d9247598e6078210bd94

Observation 11dcbe39-c97a-40aa-9c48-746cd692b270 · outbound

This paper cites & Hwang, S.

Automated reproducibility assessments in the social and behavioral sciences using large language models & Hwang, S

Reference 17

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source=pdf_text observed=2026-06-27T06:30:08.805659Z digest=sha256:f22bf1a2ed9f490e92c1966412b9f6ff0b5084004429d3235b1b75864f3d109d

Observation a2274613-ee97-4c5d-a775-b9edeeb454f0 · outbound

This paper cites & Tucker, J.

Automated reproducibility assessments in the social and behavioral sciences using large language models & Tucker, J

Reference 18

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source=pdf_text observed=2026-06-27T06:30:08.805659Z digest=sha256:90dc531dc9eea95309b77716f73a35023d30346e6f715ac01019d6c208a43990

Observation 78aac87c-3df9-4b44-8406-93cfbda08b93 · outbound

This paper cites Read the Paper, Write the Code: Agentic Reproduction of Social-Science Results.

Automated reproducibility assessments in the social and behavioral sciences using large language models Read the Paper, Write the Code: Agentic Reproduction of Social-Science Results

Reference 19

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local_arxiv, observed 2026-07-03T15:28:34.081403Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-06-27T06:30:08.805659Z digest=sha256:cfc4ebe218b4b93c4848ed06fe0319729790d7efc983eefe57b6184fe70c14de

Observation d2f5040d-6952-4f1f-acc3-846d4372de33 · outbound

This paper cites Jiacheng Miao, Joe R Davis, Jonathan K Pritchard, and James Zou.

Automated reproducibility assessments in the social and behavioral sciences using large language models Jiacheng Miao, Joe R Davis, Jonathan K Pritchard, and James Zou

Reference 20

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arxiv_id, observed 2026-07-03T15:28:34.061709Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-06-27T06:30:08.805659Z digest=sha256:948184b44b98826932510184609bf1dd275046afd05fbc704ba700e52f926e6a

Observation 16b80c3a-0704-43ac-ae4c-2d3b27c49580 · outbound

This paper cites Evaluating Large Language Models in Scientific Discovery.

Automated reproducibility assessments in the social and behavioral sciences using large language models Evaluating Large Language Models in Scientific Discovery

Reference 21

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local_arxiv, observed 2026-07-03T15:28:34.064022Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-06-27T06:30:08.805659Z digest=sha256:939db490e6e6808fe091cba8fc8b3b99423b93d1e2eb5dfdf1da2d948a8ab2f0

Observation 96491f83-2b96-4895-8a12-dc97aa2aa1a6 · outbound

This paper cites Nature Computational Science6, 301–315 (2026).

Automated reproducibility assessments in the social and behavioral sciences using large language models Nature Computational Science6, 301–315 (2026)

Reference 22

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source=pdf_text observed=2026-06-27T06:30:08.805659Z digest=sha256:e0d54299020c73cd6084a9686f65f76cbee93ad6ffb3abeaedfee546f8cfe618

Observation 8d9e4803-fb40-46fb-8c72-657f134e49fe · outbound

This paper cites arXiv preprint arXiv:2510.16872 , year=.

Automated reproducibility assessments in the social and behavioral sciences using large language models arXiv preprint arXiv:2510.16872 , year=

Reference 23

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arxiv_id, observed 2026-07-03T15:28:34.066682Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-06-27T06:30:08.805659Z digest=sha256:fc4c3b83314e4a2b0820e831318b9c3d8de5a337db40b39f46a41b6f462866ad

Observation b7370ece-c608-4681-b22b-edeee3fcceeb · outbound

This paper cites an unresolved cited work.

Automated reproducibility assessments in the social and behavioral sciences using large language models Unresolved cited work

Reference 24

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source=pdf_text observed=2026-06-27T06:30:08.805659Z digest=sha256:09c025c16acf160fd603dbac59745d95e82fa9dc792ba32a45d1fce687d229c8

Observation bd4d3098-f517-4721-9832-b8c3740e460e · outbound

This paper cites E.et al.A multi-agent system for automating scientific discovery.Nature forthcoming (2026).

Automated reproducibility assessments in the social and behavioral sciences using large language models E.et al.A multi-agent system for automating scientific discovery.Nature forthcoming (2026)

Reference 25

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source=pdf_text observed=2026-06-27T06:30:08.805659Z digest=sha256:76b5a1410a07c3776154fc1029fa33cc1e50e9609b6f6219185960e9895c5962

Observation 91cf02b7-6223-4bbc-ad66-35e29eaab0fa · outbound

This paper cites The AI Scientist-v2: Workshop-Level Automated Scientific Discovery via Agentic Tree Search.

Automated reproducibility assessments in the social and behavioral sciences using large language models The AI Scientist-v2: Workshop-Level Automated Scientific Discovery via Agentic Tree Search

Reference 26

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local_arxiv, observed 2026-07-03T15:28:34.073058Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-06-27T06:30:08.805659Z digest=sha256:d755c80c12b4e48d5b8875f9283e442b7aa1be098e14b2f711b07dfa9543ad8c

Observation a173993e-66bc-4d84-b32c-5f3c8fe50853 · outbound

This paper cites an unresolved cited work.

Automated reproducibility assessments in the social and behavioral sciences using large language models Unresolved cited work

Reference 27

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source=pdf_text observed=2026-06-27T06:30:08.805659Z digest=sha256:31edbbb3753136b99c93e98134b487b9bc4d5e9d4bcd2acabad2426250f483db

Observation c816785d-053f-4616-bfbf-8b28652f388f · outbound

This paper cites URL osf.io/preprints/socarxiv/46mnb_v1.

Automated reproducibility assessments in the social and behavioral sciences using large language models URL osf.io/preprints/socarxiv/46mnb_v1

Reference 28

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Observation 574a4e70-65e2-4e81-ba18-a3dae0dcbaeb · outbound

This paper cites an unresolved cited work.

Automated reproducibility assessments in the social and behavioral sciences using large language models Unresolved cited work

Reference 29

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source=pdf_text observed=2026-06-27T06:30:08.805659Z digest=sha256:5f6a4173e03f1dceb913b171c3ce07610e2d9eb2b3e6cdadd57183e4989783f0

Observation bcfebeb9-46e2-4886-8c44-2b3ffb57e4b2 · outbound

This paper cites an unresolved cited work.

Automated reproducibility assessments in the social and behavioral sciences using large language models Unresolved cited work

Reference 30

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source=pdf_text observed=2026-06-27T06:30:08.805659Z digest=sha256:72efd4a71e167e478cd116c32645a09fc8ea0193c49efc6cc94e26b1614e3f21

Observation ead4a9dc-0462-4fe8-8657-57bd045ce376 · outbound

This paper cites & Vanpaemel, W.

Automated reproducibility assessments in the social and behavioral sciences using large language models & Vanpaemel, W

Reference 31

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source=pdf_text observed=2026-06-27T06:30:08.805659Z digest=sha256:1309ed92fda683feaefea64af276c18a157d6137f7fd94904fb7b3c2ede06022

Observation 9fdec146-f63c-4f46-9ac0-1ea941ac307b · outbound

This paper cites an unresolved cited work.

Automated reproducibility assessments in the social and behavioral sciences using large language models Unresolved cited work

Reference 32

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source=pdf_text observed=2026-06-27T06:30:08.805659Z digest=sha256:84cf020aee0ea7c956700b2329c08d303c2e999aee1a0f56f0d2deb5309bef68

Observation 78dd33e1-80f5-4e1f-87d3-73ee29210533 · outbound

This paper cites many analysts, one data set.

Automated reproducibility assessments in the social and behavioral sciences using large language models many analysts, one data set

Reference 33

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source=pdf_text observed=2026-06-27T06:30:08.805659Z digest=sha256:07c96c4733053d89f737d91f36b769dbb7fc407ea2cf7fb772648ef22c7eb731

Observation e1a6e573-55fe-46a6-a683-d254172e8067 · outbound

This paper cites an unresolved cited work.

Automated reproducibility assessments in the social and behavioral sciences using large language models Unresolved cited work

Reference 34

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source=pdf_text observed=2026-06-27T06:30:08.805659Z digest=sha256:157ed88ce9b3a92fb1278ef4342a4780f59c54a3d9c14004a13c1908c5f3100a

Observation acc729d6-ed7e-498e-9180-d94ee38697d6 · outbound

This paper cites & Lewandowsky, S.

Automated reproducibility assessments in the social and behavioral sciences using large language models & Lewandowsky, S

Reference 35

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source=pdf_text observed=2026-06-27T06:30:08.805659Z digest=sha256:08d83afa8cacd636a25145d291e00a692401f4e2cda8b38131873a74f9fd09f5

Observation 5a4a9cfa-f943-458d-ad9c-6069c81b14d8 · outbound

This paper cites an unresolved cited work.

Automated reproducibility assessments in the social and behavioral sciences using large language models Unresolved cited work

Reference 36

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source=pdf_text observed=2026-06-27T06:30:08.805659Z digest=sha256:178877c6cb3272ced596c711b1b403ce752cdfc18aea713efaf61e4f3184ac59

Observation 851ac8ad-2d42-46fc-8d07-6302098d81fc · outbound

This paper cites fishing expedition.

Automated reproducibility assessments in the social and behavioral sciences using large language models fishing expedition

Reference 37

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source=pdf_text observed=2026-06-27T06:30:08.805659Z digest=sha256:59d5b9f6c43d9cd9cc50dd4e26d2016017dfa08a2a6c6e7b746706a11c843797

Observation 5aacc608-19c8-43c1-82fb-d522ab85f4fc · outbound

This paper cites J., Burford, B.

Automated reproducibility assessments in the social and behavioral sciences using large language models J., Burford, B

Reference 38

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source=pdf_text observed=2026-06-27T06:30:08.805659Z digest=sha256:46b28e35ab5cf60376ec791c63784f6b71f84a17301271d1ff14216d7972ff78

Observation 536e57e1-1e8e-48e4-81e9-1f36831a714b · outbound

This paper cites & Aczel, B.

Automated reproducibility assessments in the social and behavioral sciences using large language models & Aczel, B

Reference 39

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Observation eacd0136-ee39-4096-8672-b71543709ae2 · outbound

This paper cites statcheck.

Automated reproducibility assessments in the social and behavioral sciences using large language models statcheck

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Observation 8ded7059-39d0-439c-bf23-116ef0af1e51 · outbound

This paper cites Many ai analysts, one dataset: Navigating the agentic data science multiverse.arXiv preprint arXiv:2602.18710, 2026.

Automated reproducibility assessments in the social and behavioral sciences using large language models Many ai analysts, one dataset: Navigating the agentic data science multiverse.arXiv preprint arXiv:2602.18710, 2026

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source=pdf_text observed=2026-06-27T06:30:08.805659Z digest=sha256:37ab8a4ecedaf860892e0d1991b875a71a13f7f280a6682a33f26934ff3d1b14

Observation 85efe51a-9798-4031-9176-74d7a96a084a · outbound

This paper cites IZA Discussion Paper 17645, Institute of Labor Economics (IZA), Bonn (2025).

Automated reproducibility assessments in the social and behavioral sciences using large language models IZA Discussion Paper 17645, Institute of Labor Economics (IZA), Bonn (2025)

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Observation ae0b74ea-86d9-4de9-9c22-c2eba17ae50f · outbound

This paper cites S., Kapoor, S., Nagdir, N., Stroebl, B.

Automated reproducibility assessments in the social and behavioral sciences using large language models S., Kapoor, S., Nagdir, N., Stroebl, B

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Observation 230c7ca8-e651-4b8b-92ee-3b3d58a058c0 · outbound

This paper cites InInterna- tional Conference on Machine Learning, 56843–56873 (2025).

Automated reproducibility assessments in the social and behavioral sciences using large language models InInterna- tional Conference on Machine Learning, 56843–56873 (2025)

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Observation 3edc84be-17e2-418a-ae29-0f09e1e4d48c · outbound

This paper cites G., Blazey, P., Moher, D., Khan, K.

Automated reproducibility assessments in the social and behavioral sciences using large language models G., Blazey, P., Moher, D., Khan, K

Reference 45

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Observation 3f3bda00-590b-43bb-9962-8c99c207c04b · outbound

This paper cites A., Ebersole, C.

Automated reproducibility assessments in the social and behavioral sciences using large language models A., Ebersole, C

Reference 46

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Observation 4814bf79-e323-4c6f-8e2a-a3f9908751b6 · outbound

This paper cites & Heyes, A.

Automated reproducibility assessments in the social and behavioral sciences using large language models & Heyes, A

Reference 47

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source=pdf_text observed=2026-06-27T06:30:08.805659Z digest=sha256:f7b446232132c664339b5ae2af7fbf95dc4b7e8918601808c0fccf0d48844b79

Observation 4b80fa69-7ac2-436d-8341-61c647eb95ff · outbound

This paper cites P., Nelson, L.

Automated reproducibility assessments in the social and behavioral sciences using large language models P., Nelson, L

Reference 48

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source=pdf_text observed=2026-06-27T06:30:08.805659Z digest=sha256:7184edabf252f3e435a2bd1c224a30c279664b3aed67000878230dbb2175057f

Observation e637daf5-31cc-4a51-9657-e97a45dcd159 · outbound

This paper cites Capabilities of GPT-4 on Medical Challenge Problems.

Automated reproducibility assessments in the social and behavioral sciences using large language models Capabilities of GPT-4 on Medical Challenge Problems

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source=pdf_text observed=2026-06-27T06:30:08.805659Z digest=sha256:a50f4842c224ed02cc078d76e81df4912ef43daeabff5ac9a5018e9e91d6e0a8

Observation 9aacca45-d251-4f29-bd91-fe8f953076b0 · outbound

This paper cites InFindings of the Association for Computational Linguistics: EMNLP 2023, 10776–10787 (Association for Computational Linguistics, 2023).

Automated reproducibility assessments in the social and behavioral sciences using large language models InFindings of the Association for Computational Linguistics: EMNLP 2023, 10776–10787 (Association for Computational Linguistics, 2023)

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Observation dc11b9ec-6a5b-4206-b312-a4c179578bee · outbound

This paper cites & Auspurg, K.

Automated reproducibility assessments in the social and behavioral sciences using large language models & Auspurg, K

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Observation 9cd6b594-d42a-491f-a32f-8fae62555376 · outbound

This paper cites an unresolved cited work.

Automated reproducibility assessments in the social and behavioral sciences using large language models Unresolved cited work

Reference 52

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Observation 91a79d0a-ab9a-4f4e-81fb-6374fac78131 · outbound

This paper cites A., Stoevenbelt, A.

Automated reproducibility assessments in the social and behavioral sciences using large language models A., Stoevenbelt, A

Reference 53

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Observation 6531e0e7-c956-4421-9fab-3bae06f1d1ff · outbound

This paper cites A., Etz, A., Lucas, R.

Automated reproducibility assessments in the social and behavioral sciences using large language models A., Etz, A., Lucas, R

Reference 54

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source=pdf_text observed=2026-06-27T06:30:08.805659Z digest=sha256:41cce449c0910dce6b4d9148aa93bf89c22c4a296b31bcb826d29dcabc69d4c5

Observation 5abd6edd-99c5-445d-95cf-d94bd251008b · outbound

This paper cites & Miguel, E.

Automated reproducibility assessments in the social and behavioral sciences using large language models & Miguel, E

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Observation bef69a15-b40b-4467-b558-c4fe8799811c · outbound

This paper cites https://github.com/marton-balazs-kovacs/multi100/blob/ 47c0b8c6dd68e19eb80fa8843dce18f0d3655ae1/analysis/multi100_raw_processed.qmd# L160-L165.

Automated reproducibility assessments in the social and behavioral sciences using large language models https://github.com/marton-balazs-kovacs/multi100/blob/ 47c0b8c6dd68e19eb80fa8843dce18f0d3655ae1/analysis/multi100_raw_processed.qmd# L160-L165

Reference 56

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Observation 38e40afd-1773-4b01-89ff-6e9bc146ee88 · outbound

This paper cites How to write effective prompts for large language models.Nature Human Behaviour 8, 611–615 (2024).

Automated reproducibility assessments in the social and behavioral sciences using large language models How to write effective prompts for large language models.Nature Human Behaviour 8, 611–615 (2024)

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Observation a22ea86e-46c7-4f31-ab47-77ec223680b2 · outbound

This paper cites Prompt engineering with ChatGPT: A guide for academic writers.Annals of Biomedical Engineering51, 2629–2633 (2023).

Automated reproducibility assessments in the social and behavioral sciences using large language models Prompt engineering with ChatGPT: A guide for academic writers.Annals of Biomedical Engineering51, 2629–2633 (2023)

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Observation 199bc728-9ea0-4cd1-bb3c-d84f4bc44f08 · outbound

This paper cites an unresolved cited work.

Automated reproducibility assessments in the social and behavioral sciences using large language models Unresolved cited work

Reference 59

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Observation 7daec886-9a3a-44ad-a5d7-a03821ba2326 · outbound

This paper cites Adaptive thinking.

Automated reproducibility assessments in the social and behavioral sciences using large language models Adaptive thinking

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Observation 1754e499-d3b6-485b-8ad8-7f5d8b94184c · outbound

This paper cites Inspect AI: Framework for Large Language Model Evaluations.

Automated reproducibility assessments in the social and behavioral sciences using large language models Inspect AI: Framework for Large Language Model Evaluations

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Observation 454dc254-e7d4-4295-af3a-e4699529cbf3 · outbound

This paper cites Nature Human Behaviour(2026).

Automated reproducibility assessments in the social and behavioral sciences using large language models Nature Human Behaviour(2026)

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Observation 134d659e-b0f9-4abc-a86f-5b3006d5d554 · outbound

This paper cites an unresolved cited work.

Automated reproducibility assessments in the social and behavioral sciences using large language models Unresolved cited work

Reference 63

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Observation dfd90cea-3149-4265-9fb3-22aa50104f10 · outbound

This paper cites an unresolved cited work.

Automated reproducibility assessments in the social and behavioral sciences using large language models Unresolved cited work

Reference 64

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Observation 45acd13d-4afb-4bcd-ba9c-02cf884fe4f4 · outbound

This paper cites an unresolved cited work.

Automated reproducibility assessments in the social and behavioral sciences using large language models Unresolved cited work

Reference 65

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Observation c523c494-937d-4706-8c7c-99926c442603 · outbound

This paper cites an unresolved cited work.

Automated reproducibility assessments in the social and behavioral sciences using large language models Unresolved cited work

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Observation d713a2aa-c79f-4f64-ade3-ac71be39c8f2 · outbound

This paper cites unknown" for any field you do not know. ‘‘‘probe_results PAPER_KNOWN: [yes / uncertain / no] RECALLED_FINDING: [brief description of finding, or.

Automated reproducibility assessments in the social and behavioral sciences using large language models unknown" for any field you do not know. ‘‘‘probe_results PAPER_KNOWN: [yes / uncertain / no] RECALLED_FINDING: [brief description of finding, or

Reference 67

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Pith citing papers

Observation cd7f21ad-2b31-4dc4-8cf6-5401f7869430 · inbound

AutoSynthesis: An agentic system for automated meta-analysis cites this paper.

AutoSynthesis: An agentic system for automated meta-analysis Automated reproducibility assessments in the social and behavioral sciences using large language models

Reference 17

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source=pdf_text observed=2026-08-01T23:47:53.748269Z digest=sha256:5e06d75188c075d9563817fa9041cd6fa9e756a54db50fe28981f0fe95579fe9