Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-08T23:16:48.259103Z
Paper Citation Record · LEDGER
As of 19 August 2026, this Paper Citation Record lists 55 of 55 outbound references and 1 inbound Pith citation observation for arXiv:2502.04184.
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 2026-08-08T23:16:48.259103Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-06T05:12:20.557992Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-06T05:12:22.840705Z
55 of 55 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 19043be0-8cac-49cb-8708-6d59c8754060 · outbound
Are the Majority of Public Computational Notebooks Pathologically Non-Executable? Project jupyter: Computational narratives as the engine of collaborative data science,
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation fcfe6e4b-be67-47c4-aa6c-d9727a6e40c8 · outbound
Are the Majority of Public Computational Notebooks Pathologically Non-Executable? Eliciting best practices for collaboration with computational notebooks,
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 2b53074d-870d-4edb-b9e8-19c7aed6e74a · outbound
Are the Majority of Public Computational Notebooks Pathologically Non-Executable? A large-scale study about quality and reproducibility of jupyter notebooks,
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 91ba29fb-e3d4-4fe9-965b-e16dca367de7 · outbound
Are the Majority of Public Computational Notebooks Pathologically Non-Executable? To- wards exploring the code reuse from stack overflow during software development,
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 49a568dc-fc51-4102-9320-ebab6adf1a2a · outbound
Are the Majority of Public Computational Notebooks Pathologically Non-Executable? Understanding and improving the quality and reproducibility of jupyter notebooks,
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 655d8522-dd0e-4587-bdb9-763b37c7e2dd · outbound
Are the Majority of Public Computational Notebooks Pathologically Non-Executable? Restoring execution environments of jupyter notebooks,
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation ebe77d78-e728-473c-baf5-c9e825665c16 · outbound
Are the Majority of Public Computational Notebooks Pathologically Non-Executable? Restoring the executability of jupyter notebooks by automatic upgrade of deprecated apis,
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 62ffe688-e951-4b08-94bf-9334fb447498 · outbound
Are the Majority of Public Computational Notebooks Pathologically Non-Executable? Manag- ing messes in computational notebooks,
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation aea141d1-6c97-4783-b298-128826d26f8b · outbound
Are the Majority of Public Computational Notebooks Pathologically Non-Executable? Assessing and restoring repro- ducibility of jupyter notebooks,
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation b942ce8e-380e-43d7-be4c-205db47b9456 · outbound
Are the Majority of Public Computational Notebooks Pathologically Non-Executable? The lisp implementation for the pdp- 1 computer
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 96872e3d-30b0-4c2c-aa80-67d501e6c180 · outbound
Are the Majority of Public Computational Notebooks Pathologically Non-Executable? Understanding the factors that impact the popularity of github repositories,
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation b3bfad9b-087f-4275-884b-aeb53e5b4bbf · outbound
Are the Majority of Public Computational Notebooks Pathologically Non-Executable? The Fault in Our Stars: An Analysis of GitHub Stars as an Importance Metric for Web Source Code,
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation d37f81df-3ecc-4e51-a546-574b15a1dd1b · outbound
Are the Majority of Public Computational Notebooks Pathologically Non-Executable? Llms for science: Usage for code generation and data analysis,
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 68e2ce40-0d88-4e17-937f-422bfbd6f8e4 · outbound
Are the Majority of Public Computational Notebooks Pathologically Non-Executable? Soen-101: Code generation by emulating software process models using large language model agents,
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 4d72415c-9386-4095-88b0-dab61c74c703 · outbound
Are the Majority of Public Computational Notebooks Pathologically Non-Executable? https://github.com/girlscript/winter-of-contributing/blob/ main/Datascience With Python/Machine%20Learning/Algorithms/ Random%20Forest%20Algorithm/random forest algorithm.ipynb,
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation eb299bf4-0b09-46bf-bfbd-24a028d6793f · outbound
Are the Majority of Public Computational Notebooks Pathologically Non-Executable? Unresolved cited work
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation a02f96e4-dd8d-446d-84f7-07f3e86d595c · outbound
Are the Majority of Public Computational Notebooks Pathologically Non-Executable? Papermill: Parameterize, execute, and analyze note- books,
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation e65c4716-7387-4a88-a457-ec0aef89d245 · outbound
Are the Majority of Public Computational Notebooks Pathologically Non-Executable? https://github.com/pytopia/Python-2022/blob/main/Python/ 02.%20Object%20Oriented%20Programming/09%20Data%20Types% 20Methods.ipynb
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 45cf43dd-c615-403e-bc18-04ba53c4724e · outbound
Are the Majority of Public Computational Notebooks Pathologically Non-Executable? The power of concise prompts in large language models,
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation db3fbd7c-390b-4e58-9cd0-17a79a061722 · outbound
Are the Majority of Public Computational Notebooks Pathologically Non-Executable? Introducing meta llama 3: The most capable openly available llm to date
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 8aa84787-923e-497e-97aa-7981257c0128 · outbound
Are the Majority of Public Computational Notebooks Pathologically Non-Executable? Llama 2: Open Foundation and Fine-Tuned Chat Models
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 21595aa8-c51a-4984-bb69-46ba5b8a47ee · outbound
Are the Majority of Public Computational Notebooks Pathologically Non-Executable? https://github.com/JadFatTail/quant struggle/blob/master/µ/ µ.ipynb
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation a6abd51b-ba5d-498c-9ffc-6a5be13f3922 · outbound
Are the Majority of Public Computational Notebooks Pathologically Non-Executable? https://github.com/jarodHAN/Python-100-Days-master/ blob/master/Day76-90/code/8-pandas%E5%88%86%E7%BB% 84%E8%81%9A%E5%90%88%E6%93%8D%E4%BD%9C.ipynb
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 1c742d6d-6799-439b-a263-55a727bea34a · outbound
Are the Majority of Public Computational Notebooks Pathologically Non-Executable? https://github.com/Visualize-ML/Book6 First-Course-in-Data-Science/blob/main/Book6 Ch11 Python Codes/ Bk6 Ch11 01.ipynb
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 6934bf09-64b5-42a5-a418-c70242ac4af7 · outbound
Are the Majority of Public Computational Notebooks Pathologically Non-Executable? https://www.kaggle.com/
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 40fc1aa9-c9a1-4656-8cf8-51c884b766f9 · outbound
Are the Majority of Public Computational Notebooks Pathologically Non-Executable? Unresolved cited work
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation a2c34b71-bc23-4cfd-a3a5-6e80b0fed8b9 · outbound
Are the Majority of Public Computational Notebooks Pathologically Non-Executable? Tpc-ds: The next gen- eration decision support benchmark,
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 8a0a1a48-6e6f-4305-8356-7b363dce7dca · outbound
Are the Majority of Public Computational Notebooks Pathologically Non-Executable? Long context rag performance of llms,
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation e8b37016-1089-4646-9738-c0a9e0a69f2a · outbound
Are the Majority of Public Computational Notebooks Pathologically Non-Executable? Dytan: a generic dynamic taint analysis framework,
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 2f5f0a2b-3230-4853-91bd-2d0b53312215 · outbound
Are the Majority of Public Computational Notebooks Pathologically Non-Executable? Tracing data errors with view-conditioned causality,
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation ae8385c8-1b1b-4a1f-ac67-c8233dcfa718 · outbound
Are the Majority of Public Computational Notebooks Pathologically Non-Executable? Are automated debugging techniques actually helping programmers?,
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation b275bd33-5734-464b-b0b5-8dcb51751013 · outbound
Are the Majority of Public Computational Notebooks Pathologically Non-Executable? A survey of symbolic execution techniques,
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 500773fa-3ebc-4c5b-b62c-67556ee71c22 · outbound
Are the Majority of Public Computational Notebooks Pathologically Non-Executable? Exploration and explanation in computational notebooks,
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation f2a2e968-c15e-4413-a04c-87a89d17ad1d · outbound
Are the Majority of Public Computational Notebooks Pathologically Non-Executable? distutils — building and installing python modules — python 3.10.15 documentation
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation da5e4290-6736-48da-b707-4bd15eb17083 · outbound
Are the Majority of Public Computational Notebooks Pathologically Non-Executable? Building and distributing packages with setuptools - setup- tools 75.3.0.post20241107 documentation
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation a6b1c2db-fbd6-4540-82fe-b13bef1fb81a · outbound
Are the Majority of Public Computational Notebooks Pathologically Non-Executable? Jupyter notebooks—a publishing format for reproducible computational workflows,
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation eadda317-b770-4dd1-830b-19529210165e · outbound
Are the Majority of Public Computational Notebooks Pathologically Non-Executable? What’s wrong with computational notebooks? pain points, needs, and design opportunities,
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation e9a85b22-4e56-4409-8f5a-ecb2c4ed4b07 · outbound
Are the Majority of Public Computational Notebooks Pathologically Non-Executable? Aiding collaborative reuse of computational notebooks with annotated cell folding,
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 165b2103-7900-42da-ba7d-5462e323f9fb · outbound
Are the Majority of Public Computational Notebooks Pathologically Non-Executable? Evaluating navigation and comparison performance of computational notebooks on desktop and in virtual reality,
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 6c3fcd4c-347f-4ec6-8765-9e413d1696b5 · outbound
Are the Majority of Public Computational Notebooks Pathologically Non-Executable? Computational reproducibility of Jupyter notebooks from biomedical publications,
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation e2bce044-1330-487a-8292-7392bb3cbd57 · outbound
Are the Majority of Public Computational Notebooks Pathologically Non-Executable? How data scientists use computational notebooks for real-time collaboration,
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 77afe00d-9b96-46a9-bb74-240964853f69 · outbound
Are the Majority of Public Computational Notebooks Pathologically Non-Executable? Using the jupyter notebook as a tool for open science: An empirical study,
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 88053e3f-2ab0-4cd3-9686-5347cf2ddbf9 · outbound
Are the Majority of Public Computational Notebooks Pathologically Non-Executable? Nbsearch: Semantic search and visual exploration of computational notebooks,
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 6c56ab4e-ba95-4dab-937f-a3a2b2366adb · outbound
Are the Majority of Public Computational Notebooks Pathologically Non-Executable? Outlinespark: Igniting ai-powered presentation slides creation from computational notebooks through outlines,
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 3a413422-518b-4500-a83b-168d4641ad43 · outbound
Are the Majority of Public Computational Notebooks Pathologically Non-Executable? On the design of ai-powered code assistants for notebooks,
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 49a540b0-cbbe-4912-bf05-f9a6c8072353 · outbound
Are the Majority of Public Computational Notebooks Pathologically Non-Executable? Better code, better sharing:on the need of analyzing jupyter notebooks,
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 546ed0c3-2790-45a0-8179-e02752fbd32f · outbound
Are the Majority of Public Computational Notebooks Pathologically Non-Executable? Fork it: Supporting stateful alternatives in computational notebooks,
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 6a769e41-cf2a-4cd8-b2cf-68f205c5c829 · outbound
Are the Majority of Public Computational Notebooks Pathologically Non-Executable? Demonstration of elasticnotebook: Migrating live computational notebook states,
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation e2b6226c-d38c-46a2-9140-d077276c1249 · outbound
Are the Majority of Public Computational Notebooks Pathologically Non-Executable? Facilitating mixed-methods analysis with computational notebooks,
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation afa484af-56a9-44d6-8e52-3cab2814ac96 · outbound
Are the Majority of Public Computational Notebooks Pathologically Non-Executable? ”don’t step on my toes
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation fabf2a2a-dd2e-495a-8925-f732c919be84 · outbound
Are the Majority of Public Computational Notebooks Pathologically Non-Executable? Supernova: Design strategies and opportunities for interactive visualization in computational notebooks,
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 5eacc134-8360-42d7-8f35-dca080fa7865 · outbound
Are the Majority of Public Computational Notebooks Pathologically Non-Executable? Error iden- tification strategies for python jupyter notebooks,
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 8d5d0c89-0992-4d10-b86b-044af8b54dcb · outbound
Are the Majority of Public Computational Notebooks Pathologically Non-Executable? From computational to conversational note- books,
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation c95cff37-bbcf-4d98-a643-78d69c27e9e8 · outbound
Are the Majority of Public Computational Notebooks Pathologically Non-Executable? Untangling knots: Leveraging llm for error resolution in computational notebooks,
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 6836e35b-a19a-4566-8a82-2d13c51d0342 · outbound
Are the Majority of Public Computational Notebooks Pathologically Non-Executable? Unresolved cited work
Reference 2021
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation a203510a-b286-4d51-8d5f-910a8c902afd · inbound
A Methodological Framework for LLM-Based Mining of Software Repositories Are the Majority of Public Computational Notebooks Pathologically Non-Executable?
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.