Paper Citation Record · LEDGER

Pivoting the paradigm: the role of spreadsheets in K-12 data science

As of 7 August 2026, this Paper Citation Record lists 8 of 8 outbound references and 0 inbound Pith citation observations for arXiv:2506.03232.

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

pith.paper-citation-record.v1
2506.03232 v2

Coverage vector

measured 8 of 8 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:15:53.225494Z

measured 8 of 8 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

8 of 8 outbound references displayed

verified exact1
verified fuzzy2
unresolved4
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2b154fdc-68e1-4567-b984-0cd042655a94 · outbound

This paper cites an unresolved cited work.

Pivoting the paradigm: the role of spreadsheets in K-12 data science Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T11:15:52.583460Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation caa5af79-2dbe-45c4-88ed-011b331c3a4e · outbound

This paper cites Anderson localization in an interacting fermionic system.

Pivoting the paradigm: the role of spreadsheets in K-12 data science Anderson localization in an interacting fermionic system

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T11:15:52.956049Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a1fbcf05-2293-49a6-9b8b-8b34e69b028b · outbound

This paper cites D., Agarwal, M., A verett, M., Baumer, B.

Pivoting the paradigm: the role of spreadsheets in K-12 data science D., Agarwal, M., A verett, M., Baumer, B

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T11:15:52.792474Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1f8361d9-b5c7-4ede-89bd-34e03b069619 · outbound

This paper cites Designing a Data Analysis Tool for Learners.

Pivoting the paradigm: the role of spreadsheets in K-12 data science Designing a Data Analysis Tool for Learners

Reference 4

Resolution: verified exact; doi, observed 2026-08-07T11:15:54.151170Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation bc481db3-6773-43d3-83af-947b76d2dbad · outbound

This paper cites R., Horton, N.

Pivoting the paradigm: the role of spreadsheets in K-12 data science R., Horton, N

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:15:53.971723Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 625ef2f8-3441-4d50-b1ec-caf4d20eeffc · outbound

This paper cites & Parameswaran, A.

Pivoting the paradigm: the role of spreadsheets in K-12 data science & Parameswaran, A

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T11:15:53.129536Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 435c6dba-b269-457e-b862-16231646fecf · outbound

This paper cites (2014), ‘Tidy data’, Journal of Statistical Software 59(10), 1–23.

Pivoting the paradigm: the role of spreadsheets in K-12 data science (2014), ‘Tidy data’, Journal of Statistical Software 59(10), 1–23

Reference 8

Resolution: metadata mismatch; raw_fallback, observed 2026-08-07T11:15:53.468573Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c78dd821-f2bd-4347-a36e-6f31fce176b7 · outbound

This paper cites (2024), ‘Using AI chatbots to produce engineering spreadsheets in an ad- 42 vanced structural steel design course’.

Pivoting the paradigm: the role of spreadsheets in K-12 data science (2024), ‘Using AI chatbots to produce engineering spreadsheets in an ad- 42 vanced structural steel design course’

Reference 2025

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:15:54.332008Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Pith citing papers

No inbound Pith citation observations are available.