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Paper Citation Record · LEDGER

AI Technicians: Developing Rapid Occupational Training Methods for a Competitive AI Workforce

As of 23 August 2026, this Paper Citation Record lists 29 of 29 outbound references and 0 inbound Pith citation observations for arXiv:2501.10579.

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

pith.paper-citation-record.v1
2501.10579 v1

Coverage vector

measured 29 of 29 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T19:07:49.179121Z

measured 29 of 29 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+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

29 of 29 outbound references displayed

  • verified exact4
  • verified fuzzy2
  • unresolved21
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 86df821e-1559-4692-bdff-bfc1906dbdb2 · outbound

This paper cites an unresolved cited work.

AI Technicians: Developing Rapid Occupational Training Methods for a Competitive AI Workforce Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-10T19:07:49.850785Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-10T19:07:49.055064Z digest=sha256:b381ed0bd2dbb7c9f888f8b65d7fcb4a660944c62a6cecc727c07223e8eb79b8

Observation d0139746-76e1-4ef7-b81d-138f0c434b8f · outbound

This paper cites an unresolved cited work.

AI Technicians: Developing Rapid Occupational Training Methods for a Competitive AI Workforce Unresolved cited work

Reference 2

Resolution
verified exact
doi, observed 2026-08-10T19:07:49.269357Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-10T19:07:49.060720Z digest=sha256:b8b39786f04133c4bad50d61adcf9fd5a8f063b2341c0644f9ac4bcbef7cab8f

Observation 0016ee02-8ebd-4899-9de8-1364dc4aa9f9 · outbound

This paper cites an unresolved cited work.

AI Technicians: Developing Rapid Occupational Training Methods for a Competitive AI Workforce Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-10T19:07:49.833399Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-10T19:07:49.065722Z digest=sha256:775bb18d8762d81bf2676705702d1bfa676ea67281409f46937f075708aa1b70

Observation cb56c635-9147-496c-888f-d59e71a2fa87 · outbound

This paper cites an unresolved cited work.

AI Technicians: Developing Rapid Occupational Training Methods for a Competitive AI Workforce Unresolved cited work

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-10T19:07:49.070538Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T19:07:49.070538Z digest=sha256:62e4bd88193ecf0cf885e5b88b05d09795b011225874a1bbe95f417dc2c1f7f7

Observation bae8a395-3f4d-4d00-b1fa-83144adb5d1f · outbound

This paper cites an unresolved cited work.

AI Technicians: Developing Rapid Occupational Training Methods for a Competitive AI Workforce Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-10T19:07:49.811582Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-10T19:07:49.075138Z digest=sha256:94f869995870e5c22d516ca3a0fb931eb2b071ef30145544fd3f2899ff6f0ebc

Observation 1859c1b8-4045-441a-95a4-3f14e6c3ca54 · outbound

This paper cites an unresolved cited work.

AI Technicians: Developing Rapid Occupational Training Methods for a Competitive AI Workforce Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-10T19:07:49.792139Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-10T19:07:49.079601Z digest=sha256:f26a2ffcd82185859ad401b36a9319aee7ec6d9c98f503154a41bdddf9cff71f

Observation ec791b95-290f-414e-8212-f0541c2ddf22 · outbound

This paper cites an unresolved cited work.

AI Technicians: Developing Rapid Occupational Training Methods for a Competitive AI Workforce Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-10T19:07:49.778509Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-10T19:07:49.087410Z digest=sha256:383a532197b31648b47f6eaa629927f25d8c69ba049db937f5b4a0f335bf0ecf

Observation a30f575a-efae-4e6f-90e4-deebe9a67228 · outbound

This paper cites an unresolved cited work.

AI Technicians: Developing Rapid Occupational Training Methods for a Competitive AI Workforce Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-10T19:07:49.761439Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-10T19:07:49.091335Z digest=sha256:f8bc644a1add76d433df51b611b090f6c0519d2a8b1ec5e47f4c1d5c8a9c8e27

Observation 787aa771-e066-4991-a530-b44affbe6057 · outbound

This paper cites an unresolved cited work.

AI Technicians: Developing Rapid Occupational Training Methods for a Competitive AI Workforce Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-10T19:07:49.747342Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-10T19:07:49.094926Z digest=sha256:bbae13896c22122ed6d9fa542b0fa7695132815c2d41bda73bb4f548e3865e89

Observation 26ee918f-4c6a-4b5d-8d58-0da487b3c611 · outbound

This paper cites an unresolved cited work.

AI Technicians: Developing Rapid Occupational Training Methods for a Competitive AI Workforce Unresolved cited work

Reference 10

Resolution
verified exact
doi, observed 2026-08-10T19:07:49.255901Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-10T19:07:49.098616Z digest=sha256:c4356e9e01a28859f3e95de3c12284e9061c648bf3dc48d76bbfb0a17ec1d33b

Observation 1acdd7c8-8afe-45a6-8a70-e67801c1c1be · outbound

This paper cites an unresolved cited work.

AI Technicians: Developing Rapid Occupational Training Methods for a Competitive AI Workforce Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-10T19:07:49.729252Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-10T19:07:49.102037Z digest=sha256:5a8102fad91cef655b7cbda5b117bdd01d5a0e5987a87cf7dd8db01d7b774e62

Observation 53b4f51a-d41d-4254-8197-1879b7c25715 · outbound

This paper cites Haney and Wayne G.

AI Technicians: Developing Rapid Occupational Training Methods for a Competitive AI Workforce Haney and Wayne G

Reference 12

Resolution
verified exact
doi, observed 2026-08-10T19:07:49.241676Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-10T19:07:49.106509Z digest=sha256:811535c06e4e5bf6bfe1e79643aaa26f76d3f1473a38296c5652297d196303db

Observation 6b6f5d07-8ad3-472d-8193-8fee68ab66e9 · outbound

This paper cites an unresolved cited work.

AI Technicians: Developing Rapid Occupational Training Methods for a Competitive AI Workforce Unresolved cited work

Reference 13

Resolution
verified exact
doi, observed 2026-08-10T19:07:49.218015Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-10T19:07:49.111014Z digest=sha256:eaf1c5f397678c21b01a6d80a602daea7286190d16fa3974191e89d4bb0b4296

Observation 95f3d7e8-d594-4e1f-b407-aff76f4d51a1 · outbound

This paper cites an unresolved cited work.

AI Technicians: Developing Rapid Occupational Training Methods for a Competitive AI Workforce Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-10T19:07:49.710997Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-10T19:07:49.114744Z digest=sha256:7b5ce080c38c10f71c5147f5d36cf946ebca5d7f937604979d49136e85a900fb

Observation dce08314-dbe5-4741-8007-063fc2c8896c · outbound

This paper cites an unresolved cited work.

AI Technicians: Developing Rapid Occupational Training Methods for a Competitive AI Workforce Unresolved cited work

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-10T19:07:49.119281Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T19:07:49.119281Z digest=sha256:9af2b9834946e04b54b3951db2c34c80f82aae43e250bb120f98a60f7c688660

Observation 4d24909d-d80a-4ff5-8237-86c153219340 · outbound

This paper cites an unresolved cited work.

AI Technicians: Developing Rapid Occupational Training Methods for a Competitive AI Workforce Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-10T19:07:49.668688Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-10T19:07:49.126688Z digest=sha256:6cd9e4f417928472ad73bb29e8a6af955eff9fec73b537afc4be967b972a0446

Observation 219e4926-00d2-4fa5-b32e-cd0400c0f118 · outbound

This paper cites an unresolved cited work.

AI Technicians: Developing Rapid Occupational Training Methods for a Competitive AI Workforce Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-10T19:07:49.655519Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-10T19:07:49.130570Z digest=sha256:2c47c68615180798aaae4be0313a2c7b97607adb7094ba72741b54a8fb8c43c9

Observation 6ce441dc-8ce3-4e27-b756-4d74ab8a0a62 · outbound

This paper cites Mack, Kevin Womack, Earl W.

AI Technicians: Developing Rapid Occupational Training Methods for a Competitive AI Workforce Mack, Kevin Womack, Earl W

Reference 18

Resolution
metadata mismatch
raw_fallback, observed 2026-08-10T19:07:49.529501Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-10T19:07:49.134078Z digest=sha256:c357689c02a44bc5a5df9c031fe97d9bc1bc4740562693d3735a7c99ac1cad32

Observation b07dc5a4-09c7-44d9-adc8-ef9e678fb1e9 · outbound

This paper cites McDonald, Virgil Zeigler-Hill, Jennifer K.

AI Technicians: Developing Rapid Occupational Training Methods for a Competitive AI Workforce McDonald, Virgil Zeigler-Hill, Jennifer K

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T19:07:49.640172Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-10T19:07:49.138798Z digest=sha256:1af6b20bce23ac7275d9b03aa3a3fc85b7121afdacaf55018cd60d469ca29e99

Observation f0451ba0-a5fe-4603-af46-6b7e8234ccf5 · outbound

This paper cites an unresolved cited work.

AI Technicians: Developing Rapid Occupational Training Methods for a Competitive AI Workforce Unresolved cited work

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-10T19:07:49.148138Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T19:07:49.148138Z digest=sha256:e725cf15a4dd52d06ba0b22ef64570c4055807a5f9e5fec4d978dfb015fe6dcc

Observation bac8013a-9905-43b4-ac57-e8ce8b96567c · outbound

This paper cites Donaldson.

AI Technicians: Developing Rapid Occupational Training Methods for a Competitive AI Workforce Donaldson

Reference 21

Resolution
malformed identifier
raw_fallback, observed 2026-08-10T19:07:49.605392Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-10T19:07:49.151523Z digest=sha256:dc93606124365a317fef95412d8d08ee167559e89c072f86e3104cbeaf3684c2

Observation 190fc91b-0b95-4887-9c15-c396e07cc44a · outbound

This paper cites an unresolved cited work.

AI Technicians: Developing Rapid Occupational Training Methods for a Competitive AI Workforce Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-10T19:07:49.592246Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-10T19:07:49.155235Z digest=sha256:8449b576304ab3d1f5e69f1afa20f8ed73827f41ac9e6b84988da181eda0ad3c

Observation eaace39f-0dcb-48f9-89d5-da371209afb9 · outbound

This paper cites an unresolved cited work.

AI Technicians: Developing Rapid Occupational Training Methods for a Competitive AI Workforce Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-10T19:07:49.579736Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-10T19:07:49.160333Z digest=sha256:1f42f03933e3e232c24f46e4d0535fa2d855047a30b54d34d50fc52767da91c7

Observation 97dc19b2-eb85-492a-b601-c33f180ec71c · outbound

This paper cites an unresolved cited work.

AI Technicians: Developing Rapid Occupational Training Methods for a Competitive AI Workforce Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-10T19:07:49.567841Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-10T19:07:49.164803Z digest=sha256:6a36cb858f64654737d39cd0d56e09e462acf342ff4fb7f0a2417b617c48d68b

Observation 01f39609-f7a1-4ea0-9929-be544368baf2 · outbound

This paper cites an unresolved cited work.

AI Technicians: Developing Rapid Occupational Training Methods for a Competitive AI Workforce Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-10T19:07:49.555958Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-10T19:07:49.169380Z digest=sha256:15acc3622d72468bcb4effff4fb106be7b5714311156e73702e3dffd44fd4603

Observation eac32cda-dc21-486c-a4c4-028928ecedfa · outbound

This paper cites an unresolved cited work.

AI Technicians: Developing Rapid Occupational Training Methods for a Competitive AI Workforce Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-10T19:07:49.543680Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-10T19:07:49.173823Z digest=sha256:db2ef47dae373f58411659a945745097e00b6e76d2bd02cdc444644e6244be5f

Observation 997e9a38-1501-46f4-9bf2-2cbaa9fafcba · outbound

This paper cites an unresolved cited work.

AI Technicians: Developing Rapid Occupational Training Methods for a Competitive AI Workforce Unresolved cited work

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-10T19:07:49.179121Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T19:07:49.179121Z digest=sha256:62a9c8c395217e7dfc0746d2ccf4c9226b0b701b44a8aaf45e40e87c018b27c5

Observation 532cfc0d-860a-4fc4-b9ed-2c6a915472a4 · outbound

This paper cites Frontiers in Education 4, July (2019), 1–15.

AI Technicians: Developing Rapid Occupational Training Methods for a Competitive AI Workforce Frontiers in Education 4, July (2019), 1–15

Reference 2019

Resolution
unresolved
no resolver link, observed 2026-08-10T19:07:49.143838Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T19:07:49.143838Z digest=sha256:096011089e49f682ae652a495385c3635f6e5311c9e4a0a66776c4425e2aae94

Observation 3399bdbd-d2a1-4325-93e9-de27af38a6e8 · outbound

This paper cites Computers and Education: Artificial Intelligence 3 (2022), 100101.

AI Technicians: Developing Rapid Occupational Training Methods for a Competitive AI Workforce Computers and Education: Artificial Intelligence 3 (2022), 100101

Reference 2022

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T19:07:49.682793Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-10T19:07:49.123022Z digest=sha256:0b502067824f44bf2a588198001099fd14baabbe01b083dda33f81de5e0f30a3

Pith citing papers

No inbound Pith citation observations are available.