Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-09T21:20:26.200750Z
Paper Citation Record · LEDGER
As of 4 August 2026, this Paper Citation Record lists 19 of 19 outbound references and 5 inbound Pith citation observations for arXiv:2604.21965.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-09T21:20:26.200750Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-04T06:34:03.388597+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-07-13T07:13:13.354959Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-07-03T20:58:57.930476Z
19 of 19 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 96dbb733-e444-4dd4-8f2c-7e214cd55e73 · outbound
Read the Paper, Write the Code: Agentic Reproduction of Social-Science Results Epub 2005-08-30
Reference 1
Source-reported events for the cited work
correction dated 2022-08-25. Source: crossref record 10.1371/journal.pmed.1004085->10.1371/journal.pmed.0020124:correction, observed 2026-07-11T03:02:42.623531+00:00. This notice travels one citation hop only.
Observation d314bb75-5aca-4648-94d7-da5276046b27 · outbound
Read the Paper, Write the Code: Agentic Reproduction of Social-Science Results Scaling Reproducibility: An AI-Assisted Workflow for Large-Scale Replication and Reanalysis
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 90120417-e8c7-444e-964e-9b251d82ad34 · outbound
Read the Paper, Write the Code: Agentic Reproduction of Social-Science Results Do not access files outside of it or navigate to parent directories
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 0008296b-ccb9-402b-879d-47ad4aa70e6e · outbound
Read the Paper, Write the Code: Agentic Reproduction of Social-Science Results Do not search for prior replication attempts
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 6e909910-e0ba-4677-ab74-9ef104dfb2eb · outbound
Read the Paper, Write the Code: Agentic Reproduction of Social-Science Results Your replication must be derived entirely from the methodology summary and the data provided
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 77b1fa32-9c70-4d62-8976-11d90f879eaa · outbound
Read the Paper, Write the Code: Agentic Reproduction of Social-Science Results statsmodels, pandas, matplotlib) and general statistical methods
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 3f4626b1-67ed-44dd-bf35-964e85cfc37c · outbound
Read the Paper, Write the Code: Agentic Reproduction of Social-Science Results ## Instructions
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation d150362c-c284-4ae6-b397-539537019aee · outbound
Read the Paper, Write the Code: Agentic Reproduction of Social-Science Results The methodology summary above describes the variables in detail, so a brief check should suffice
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation cebf3998-8b0c-4114-803a-94753235f929 · outbound
Read the Paper, Write the Code: Agentic Reproduction of Social-Science Results All scripts can import from this module
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation ba119be2-318f-4a61-96b4-5f7974151956 · outbound
Read the Paper, Write the Code: Agentic Reproduction of Social-Science Results Write the script (see output filename specified for each item above) b
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 01f29b77-6293-4de5-a622-e9cd6af147bc · outbound
Read the Paper, Write the Code: Agentic Reproduction of Social-Science Results for specialized estimators), you can call R from Python using`rpy2`
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation f6a8afe7-6135-426c-8e8c-43d593b4f8aa · outbound
Read the Paper, Write the Code: Agentic Reproduction of Social-Science Results Unresolved cited work
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 45a5a11a-0682-432a-818f-2d0471df9c78 · outbound
Read the Paper, Write the Code: Agentic Reproduction of Social-Science Results Python library docu- mentation
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 369dcf0e-d963-46f0-baf7-a25062d871e5 · outbound
Read the Paper, Write the Code: Agentic Reproduction of Social-Science Results missing" and describe the missing file(s). Otherwise set data_available =
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 902af4cb-1942-4f72-9a69-a2516b3a543e · outbound
Read the Paper, Write the Code: Agentic Reproduction of Social-Science Results <description of what is missing>
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 69e141c8-6a9b-45d9-ae3c-82467e619be2 · outbound
Read the Paper, Write the Code: Agentic Reproduction of Social-Science Results Unresolved cited work
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation e2114bc3-ec22-41bf-b19c-13c095219ea0 · outbound
Read the Paper, Write the Code: Agentic Reproduction of Social-Science Results Most outputs have one, but multi-panel tables with different specifications may have several (e.g
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 4ceaeaae-5c53-4298-87c9-ead096c58fe5 · outbound
Read the Paper, Write the Code: Agentic Reproduction of Social-Science Results All columns
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation ec0eb182-52a0-4111-ae00-e06753489024 · outbound
Read the Paper, Write the Code: Agentic Reproduction of Social-Science Results <item_id>
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 78aac87c-3df9-4b44-8406-93cfbda08b93 · inbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 6c057bda-fcef-43c3-896b-5110857bdc40 · inbound
ReproRepo: Scaling Reproducibility Audits with GitHub Repository Issues Read the Paper, Write the Code: Agentic Reproduction of Social-Science Results
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation bd160091-5d12-46ea-9bd3-fd4cd0214b33 · inbound
Coding-agents can replicate scientific machine learning papers Read the Paper, Write the Code: Agentic Reproduction of Social-Science Results
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 8e8d6895-d1e8-45f5-836d-7a01d9387af7 · inbound
Coding-agents can replicate scientific machine learning papers Read the Paper, Write the Code: Agentic Reproduction of Social-Science Results
Reference 54
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2e99032e-b792-4b05-b182-4545e1ab7246 · inbound
VERITAS: Towards a General-Purpose Replication Tool for Scientific Research Read the Paper, Write the Code: Agentic Reproduction of Social-Science Results
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.