Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-10T19:26:31.612808Z
Paper Citation Record · LEDGER
Exploring Code Comprehension in Scientific Programming: Preliminary Insights from Research Scientists
As of 11 August 2026, this Paper Citation Record lists 39 of 39 outbound references and 0 inbound Pith citation observations for arXiv:2501.10037.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
39 of 39 outbound references displayed
- verified exact1
- verified fuzzy37
- unresolved0
- parse uncertain0
- malformed identifier1
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 84bf360b-7474-4c0a-bd08-5c8f75322659 · outbound
This paper cites Software engineering practices for scientific software de velopment: A systematic mapping study,.
Exploring Code Comprehension in Scientific Programming: Preliminary Insights from Research Scientists Software engineering practices for scientific software de velopment: A systematic mapping study,
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T19:26:32.250759Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 2a250831-17c1-4d73-aa48-d49c0f46a679 · outbound
This paper cites V aughan, Python Tools for Scientists: An Introduction to Using Anaconda, JupyterLab, and Python’s Scientific Libraries.
Exploring Code Comprehension in Scientific Programming: Preliminary Insights from Research Scientists V aughan, Python Tools for Scientists: An Introduction to Using Anaconda, JupyterLab, and Python’s Scientific Libraries
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T19:26:32.235312Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 245fa751-c294-4b77-bfd3-e2b63deacfd5 · outbound
This paper cites How do scientists develop and use scientific soft ware?,.
Exploring Code Comprehension in Scientific Programming: Preliminary Insights from Research Scientists How do scientists develop and use scientific soft ware?,
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T19:26:32.219912Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation b77624bb-24c1-4839-98f5-3f890232f72a · outbound
This paper cites A survey of the practice of computational s cience,.
Exploring Code Comprehension in Scientific Programming: Preliminary Insights from Research Scientists A survey of the practice of computational s cience,
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T19:26:32.204515Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 447af4c9-e6bc-40fc-98bf-ff476910bbad · outbound
This paper cites Program comprehension du ring software maintenance and evolution,.
Exploring Code Comprehension in Scientific Programming: Preliminary Insights from Research Scientists Program comprehension du ring software maintenance and evolution,
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T19:26:32.189608Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 3c484684-c176-4919-89ee-a02dba258f78 · outbound
This paper cites Meas uring Pro- gram Comprehension: A Large-Scale Field Study with Profess ionals,.
Exploring Code Comprehension in Scientific Programming: Preliminary Insights from Research Scientists Meas uring Pro- gram Comprehension: A Large-Scale Field Study with Profess ionals,
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T19:26:32.174682Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 0586b614-d5c3-47a7-b202-18bb7c6c219f · outbound
This paper cites Reassessing Java Code Readability Models w ith a Human-Centered Approach,.
Exploring Code Comprehension in Scientific Programming: Preliminary Insights from Research Scientists Reassessing Java Code Readability Models w ith a Human-Centered Approach,
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T19:26:32.159841Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 8ba17462-3cf0-4cd2-be82-9ab33c3cb7f3 · outbound
This paper cites Linguistic antipatterns: what they are and how developers perceive them,.
Exploring Code Comprehension in Scientific Programming: Preliminary Insights from Research Scientists Linguistic antipatterns: what they are and how developers perceive them,
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T19:26:32.144545Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 486774c6-b099-48ae-8f63-f0e38c05a9db · outbound
This paper cites A Survey on Renamings of S oftware Entities,.
Exploring Code Comprehension in Scientific Programming: Preliminary Insights from Research Scientists A Survey on Renamings of S oftware Entities,
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T19:26:32.129290Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 73697a66-f979-47bb-a2bd-37061403a47e · outbound
This paper cites On the Generation, Structure, and Semantics of Grammar Patterns in Source Code Identifiers.
Exploring Code Comprehension in Scientific Programming: Preliminary Insights from Research Scientists On the Generation, Structure, and Semantics of Grammar Patterns in Source Code Identifiers
Reference 10
- Resolution
- verified exact
- local_arxiv, observed 2026-08-10T19:26:31.668066Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 43a3af11-1066-400d-b1ea-7228b2738f51 · outbound
This paper cites What’s in a Name? A Study of Identifiers,.
Exploring Code Comprehension in Scientific Programming: Preliminary Insights from Research Scientists What’s in a Name? A Study of Identifiers,
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T19:26:32.113686Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 531e5b73-5b61-473f-ae99-0e613ba5b803 · outbound
This paper cites A Systematic Literature Review on Empirical A nalysis of the Relationship Between Code Smells and Software Quality Attr ibutes,.
Exploring Code Comprehension in Scientific Programming: Preliminary Insights from Research Scientists A Systematic Literature Review on Empirical A nalysis of the Relationship Between Code Smells and Software Quality Attr ibutes,
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T19:26:32.098395Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 0a5869ba-2df7-4037-a89b-e791874f636f · outbound
This paper cites An eye tracking study assessing source code r eadability rules for program comprehension,.
Exploring Code Comprehension in Scientific Programming: Preliminary Insights from Research Scientists An eye tracking study assessing source code r eadability rules for program comprehension,
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T19:26:32.083352Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation b3f3f943-8ea2-4be4-b34a-013add3d2009 · outbound
This paper cites 40 Y ears of Designi ng Code Comprehension Experiments: A Systematic Mapping Study,.
Exploring Code Comprehension in Scientific Programming: Preliminary Insights from Research Scientists 40 Y ears of Designi ng Code Comprehension Experiments: A Systematic Mapping Study,
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T19:26:32.069387Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 259dd834-1ee6-479b-bd7b-61f6bf5f221e · outbound
This paper cites Exploration and Ex planation in Computational Notebooks,.
Exploring Code Comprehension in Scientific Programming: Preliminary Insights from Research Scientists Exploration and Ex planation in Computational Notebooks,
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T19:26:32.054430Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 8e0ed542-3b1e-452a-a92e-02ba717e89d9 · outbound
This paper cites Scientists and software engineers: A tale of two cultures,.
Exploring Code Comprehension in Scientific Programming: Preliminary Insights from Research Scientists Scientists and software engineers: A tale of two cultures,
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T19:26:32.038714Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 1cfb261c-4e84-4a88-b1e5-7bf1a40e7ec8 · outbound
This paper cites Manag- ing Messes in Computational Notebooks,.
Exploring Code Comprehension in Scientific Programming: Preliminary Insights from Research Scientists Manag- ing Messes in Computational Notebooks,
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T19:26:32.022931Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation c01670de-bff5-4acf-8a1b-971a9d112f28 · outbound
This paper cites A Comparison of Mac hine Learning Code Quality in Python Scripts and Jupyter Noteboo ks,.
Exploring Code Comprehension in Scientific Programming: Preliminary Insights from Research Scientists A Comparison of Mac hine Learning Code Quality in Python Scripts and Jupyter Noteboo ks,
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T19:26:32.006835Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 82c0ef80-a83e-47f8-8733-01c8940e922f · outbound
This paper cites Understanding and improving the quality and reproducibility of Jupyter no tebooks,.
Exploring Code Comprehension in Scientific Programming: Preliminary Insights from Research Scientists Understanding and improving the quality and reproducibility of Jupyter no tebooks,
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T19:26:31.991465Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 8c571987-f8ab-4a0b-b483-0f01b30fdaa5 · outbound
This paper cites What’s Wrong with Computational Notebooks? Pain Points, N eeds, and Design Opportunities,.
Exploring Code Comprehension in Scientific Programming: Preliminary Insights from Research Scientists What’s Wrong with Computational Notebooks? Pain Points, N eeds, and Design Opportunities,
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T19:26:31.976440Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 47074499-b6b2-4554-8bea-030e090edb35 · outbound
This paper cites Better code, better shari ng: on the need of analyzing jupyter notebooks,.
Exploring Code Comprehension in Scientific Programming: Preliminary Insights from Research Scientists Better code, better shari ng: on the need of analyzing jupyter notebooks,
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T19:26:31.961143Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 33e7bf9e-b13f-4a94-8307-466f382b66e2 · outbound
This paper cites A large- scale comparison of Python code in Jupyter notebooks and scr ipts,.
Exploring Code Comprehension in Scientific Programming: Preliminary Insights from Research Scientists A large- scale comparison of Python code in Jupyter notebooks and scr ipts,
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T19:26:31.945193Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 4d20b6e7-3bab-4978-9847-5417790276f5 · outbound
This paper cites A Large-Scale Study About Quality and Reproducibility of Jupyter Noteboo ks,.
Exploring Code Comprehension in Scientific Programming: Preliminary Insights from Research Scientists A Large-Scale Study About Quality and Reproducibility of Jupyter Noteboo ks,
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T19:26:31.930068Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 2b78cc1d-be27-4093-a53a-56884a47998e · outbound
This paper cites Qualtrics XM: The Leading Experience Management Soft ware.
Exploring Code Comprehension in Scientific Programming: Preliminary Insights from Research Scientists Qualtrics XM: The Leading Experience Management Soft ware
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T19:26:31.913784Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 73b88873-76f8-4c2d-862e-7fc2346ffeb2 · outbound
This paper cites Guidelines for conducting surveys in software engineering,.
Exploring Code Comprehension in Scientific Programming: Preliminary Insights from Research Scientists Guidelines for conducting surveys in software engineering,
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T19:26:31.898271Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation fbe505ff-7caf-4859-9d32-5158bb51f0d8 · outbound
This paper cites Artifact Package.
Exploring Code Comprehension in Scientific Programming: Preliminary Insights from Research Scientists Artifact Package
Reference 26
- Resolution
- malformed identifier
- no resolver link, observed 2026-08-10T19:26:31.549633Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 20d2ed7b-6fca-46fd-bef4-9b5a68a2fae4 · outbound
This paper cites Sampling in software engineeri ng research: a critical review and guidelines,.
Exploring Code Comprehension in Scientific Programming: Preliminary Insights from Research Scientists Sampling in software engineeri ng research: a critical review and guidelines,
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T19:26:31.882171Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation a0e3b741-2070-4647-bd0e-6454a55b5f18 · outbound
This paper cites Wagner, D.
Reference 28
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T19:26:31.868171Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 8c884bfb-2534-4f66-bdc9-a5b9ba3bd261 · outbound
This paper cites Descriptive compound identifier names improve so urce code comprehension,.
Exploring Code Comprehension in Scientific Programming: Preliminary Insights from Research Scientists Descriptive compound identifier names improve so urce code comprehension,
Reference 29
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T19:26:31.854249Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 3ef809fa-8a13-426a-9b87-ef309ec1ab73 · outbound
This paper cites On t he Role of Computer Languages in Scientific Computing,.
Exploring Code Comprehension in Scientific Programming: Preliminary Insights from Research Scientists On t he Role of Computer Languages in Scientific Computing,
Reference 30
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T19:26:31.838584Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation edaf316f-424f-4b7f-9eac-16fe1aa05d29 · outbound
This paper cites Bug Analysis in Jupyter Notebook Projects: An Empirical St udy,.
Exploring Code Comprehension in Scientific Programming: Preliminary Insights from Research Scientists Bug Analysis in Jupyter Notebook Projects: An Empirical St udy,
Reference 31
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T19:26:31.822474Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation d039cd9f-fb7b-4034-849c-3547dd6a7dd9 · outbound
This paper cites Do Code Smells Impact the Effort of Different Maintenance Programm ing Ac- tivities?,.
Exploring Code Comprehension in Scientific Programming: Preliminary Insights from Research Scientists Do Code Smells Impact the Effort of Different Maintenance Programm ing Ac- tivities?,
Reference 32
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T19:26:31.805530Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation d8e91938-92e0-4431-8dcb-70b0941bfe60 · outbound
This paper cites The e ffect of poor source code lexicon and readability on developers’ cogniti ve load,.
Exploring Code Comprehension in Scientific Programming: Preliminary Insights from Research Scientists The e ffect of poor source code lexicon and readability on developers’ cogniti ve load,
Reference 33
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T19:26:31.788445Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation f74aab48-6a53-4008-af14-b7d7256f7eb9 · outbound
This paper cites Ten simple rules for writing and sharing computational ana lyses in Jupyter Notebooks,.
Exploring Code Comprehension in Scientific Programming: Preliminary Insights from Research Scientists Ten simple rules for writing and sharing computational ana lyses in Jupyter Notebooks,
Reference 34
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T19:26:31.772245Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 340fbe37-c932-4536-89df-e8c2561ee7eb · outbound
This paper cites Future of software development with generative AI,.
Exploring Code Comprehension in Scientific Programming: Preliminary Insights from Research Scientists Future of software development with generative AI,
Reference 35
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T19:26:31.754522Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation b5399ba9-6063-41b8-8c73-936d565881c2 · outbound
This paper cites A Large-Scale Surv ey on the Usability of AI Programming Assistants: Successes and Chal lenges,.
Exploring Code Comprehension in Scientific Programming: Preliminary Insights from Research Scientists A Large-Scale Surv ey on the Usability of AI Programming Assistants: Successes and Chal lenges,
Reference 36
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T19:26:31.737223Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 6e4bd38c-e24e-4ae9-9b90-c0ae6ef2419f · outbound
This paper cites Assessing the Readabi lity of ChatGPT Code Snippet Recommendations: A Comparative Study ,.
Exploring Code Comprehension in Scientific Programming: Preliminary Insights from Research Scientists Assessing the Readabi lity of ChatGPT Code Snippet Recommendations: A Comparative Study ,
Reference 37
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T19:26:31.719740Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 84452f55-f4c5-4ac6-b243-ecc0f3ccaa23 · outbound
This paper cites Q uality Assessment of ChatGPT Generated Code and their Use by Develo pers,.
Exploring Code Comprehension in Scientific Programming: Preliminary Insights from Research Scientists Q uality Assessment of ChatGPT Generated Code and their Use by Develo pers,
Reference 38
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T19:26:31.701929Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 45515f29-ab40-43d1-bb2a-a1391618bf4e · outbound
This paper cites Refining ChatGPT-Generated Code: Characteri zing and Mitigating Code Quality Issues,.
Exploring Code Comprehension in Scientific Programming: Preliminary Insights from Research Scientists Refining ChatGPT-Generated Code: Characteri zing and Mitigating Code Quality Issues,
Reference 39
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T19:26:31.685338Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Pith citing papers
No inbound Pith citation observations are available.