Paper Citation Record · LEDGER

Model Human Learners: Computational Models to Guide Instructional Design

As of 10 August 2026, this Paper Citation Record lists 30 of 30 outbound references and 0 inbound Pith citation observations for arXiv:2502.02456.

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

pith.paper-citation-record.v1
2502.02456 v4

Coverage vector

measured 30 of 30 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-09T12:10:00.088270Z

measured 30 of 30 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+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

30 of 30 outbound references displayed

verified exact1
verified fuzzy27
unresolved2
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c3ad18b3-a533-448b-a436-1868dd90c93b · outbound

This paper cites write newline.

Model Human Learners: Computational Models to Guide Instructional Design write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-09T12:09:59.941523Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0cbbeb70-06b6-4cd2-8473-0284914a8188 · outbound

This paper cites , McLaren, B M.

Model Human Learners: Computational Models to Guide Instructional Design , McLaren, B M

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T12:10:00.576969Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 0c797cf4-24d7-408f-8823-73a757ef87f3 · outbound

This paper cites , Moran, T P.

Model Human Learners: Computational Models to Guide Instructional Design , Moran, T P

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T12:10:00.562429Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 07228ecd-9797-4487-9595-72a477875d81 · outbound

This paper cites APACrefauthors \ 2009.

Model Human Learners: Computational Models to Guide Instructional Design APACrefauthors \ 2009

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T12:10:00.547429Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation c373697d-aaa4-4f39-a17d-f129f78d51ac · outbound

This paper cites , Koedinger, K R.

Model Human Learners: Computational Models to Guide Instructional Design , Koedinger, K R

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T12:10:00.532671Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 714f4775-3da9-4b0b-8dc0-61d1380958ec · outbound

This paper cites \ Anderson, J R.

Model Human Learners: Computational Models to Guide Instructional Design \ Anderson, J R

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T12:10:00.517814Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation b39f35a1-f328-4683-9fc4-8e73d0fe1449 · outbound

This paper cites , Baker, R S J d.

Model Human Learners: Computational Models to Guide Instructional Design , Baker, R S J d

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T12:10:00.501709Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 134282a6-4416-4200-a2aa-7cb9bb766652 · outbound

This paper cites , Booth, J L.

Model Human Learners: Computational Models to Guide Instructional Design , Booth, J L

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T12:10:00.485761Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 3f0510f2-342b-4d79-963a-d88b6d63a8b0 · outbound

This paper cites , Laird, J E.

Model Human Learners: Computational Models to Guide Instructional Design , Laird, J E

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T12:10:00.470630Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 2718b7d1-4979-418e-aed7-c7f3c393175d · outbound

This paper cites \ Ohlsson, S.

Model Human Learners: Computational Models to Guide Instructional Design \ Ohlsson, S

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T12:10:00.455546Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 16c77055-003f-43ad-bf85-7e6f1c4b587c · outbound

This paper cites , Betts, S.

Model Human Learners: Computational Models to Guide Instructional Design , Betts, S

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T12:10:00.440447Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation c05d8230-5286-4a75-b451-5a6ae1907f3e · outbound

This paper cites , Matsuda, N.

Model Human Learners: Computational Models to Guide Instructional Design , Matsuda, N

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T12:10:00.425072Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 338bb5fd-8dff-4bb3-9d73-1f0f5ea42ac2 · outbound

This paper cites , Stampfer, E.

Model Human Learners: Computational Models to Guide Instructional Design , Stampfer, E

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T12:10:00.409848Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation d3951f05-395e-4c9e-988c-831199c35d5b · outbound

This paper cites APACrefauthors \ 2017.

Model Human Learners: Computational Models to Guide Instructional Design APACrefauthors \ 2017

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T12:10:00.392730Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 599e9ac1-dc5c-47fb-975f-b5ece8aeb79a · outbound

This paper cites , Harpstead, E.

Model Human Learners: Computational Models to Guide Instructional Design , Harpstead, E

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T12:10:00.376616Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation b1cfcc54-1775-41d4-918e-26a23106236c · outbound

This paper cites \ Koedinger, K R.

Model Human Learners: Computational Models to Guide Instructional Design \ Koedinger, K R

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T12:10:00.361907Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 74d8ea4d-cb04-48a2-9c0a-e5309e4002d7 · outbound

This paper cites , Liu, R.

Model Human Learners: Computational Models to Guide Instructional Design , Liu, R

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T12:10:00.347199Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 21351e5b-85e4-4693-9d8f-f3cc3ea692dd · outbound

This paper cites , Stowers, K.

Model Human Learners: Computational Models to Guide Instructional Design , Stowers, K

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T12:10:00.332170Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 9659a3a1-216d-48b1-8c5d-9fec5ebdaa19 · outbound

This paper cites , Lee, A.

Model Human Learners: Computational Models to Guide Instructional Design , Lee, A

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T12:10:00.317036Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 7bdbab9d-e4df-4aad-b95c-0d262eeb23bc · outbound

This paper cites , Yarzebinski, E.

Model Human Learners: Computational Models to Guide Instructional Design , Yarzebinski, E

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T12:10:00.301781Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation f0620d41-7d12-4e50-a3f5-854f7f853ad8 · outbound

This paper cites APACrefauthors \ 1973.

Model Human Learners: Computational Models to Guide Instructional Design APACrefauthors \ 1973

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T12:10:00.284915Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 8b4516a0-15ed-4ecf-a135-12bc477eac95 · outbound

This paper cites , Liu, R.

Model Human Learners: Computational Models to Guide Instructional Design , Liu, R

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T12:10:00.268249Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 8e45d0d9-3904-4603-b721-6e5350699710 · outbound

This paper cites , Carvalho, P F.

Model Human Learners: Computational Models to Guide Instructional Design , Carvalho, P F

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T12:10:00.252493Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 4f61591c-89fe-4d81-b1dd-447fe736b47b · outbound

This paper cites \ VanLehn, K.

Model Human Learners: Computational Models to Guide Instructional Design \ VanLehn, K

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T12:10:00.237035Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 44df0189-ef1a-4a2e-a8e7-ed4b9d299e9c · outbound

This paper cites , Jones, R M.

Model Human Learners: Computational Models to Guide Instructional Design , Jones, R M

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T12:10:00.220607Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 9b3cfbc7-19a9-4636-a7b7-484da9ecd4d4 · outbound

This paper cites AI2T: Building Trustable AI Tutors by Interactively Teaching a Self-Aware Learning Agent.

Model Human Learners: Computational Models to Guide Instructional Design AI2T: Building Trustable AI Tutors by Interactively Teaching a Self-Aware Learning Agent

Reference 26

Resolution: verified exact; local_arxiv, observed 2026-08-09T12:10:00.135080Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 5b80b358-1321-4afd-89b1-7c75152aa411 · outbound

This paper cites , Harpstead, E.

Model Human Learners: Computational Models to Guide Instructional Design , Harpstead, E

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T12:10:00.203776Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 9718310f-725c-4511-9307-aacc035b0740 · outbound

This paper cites , Harpstead, E.

Model Human Learners: Computational Models to Guide Instructional Design , Harpstead, E

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T12:10:00.184782Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 2f186992-bc07-4a4f-bc00-a38a4f269cd5 · outbound

This paper cites \ Koedinger, K.

Model Human Learners: Computational Models to Guide Instructional Design \ Koedinger, K

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T12:10:00.167636Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 5d86cb16-e3a9-47e5-9142-3187ab244503 · outbound

This paper cites an unresolved cited work.

Model Human Learners: Computational Models to Guide Instructional Design Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-09T12:10:00.151705Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Pith citing papers

No inbound Pith citation observations are available.