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Paper Citation Record · LEDGER

The Impact of Generative AI on Student Churn and the Future of Formal Education

As of 13 August 2026, this Paper Citation Record lists 95 of 95 outbound references and 0 inbound Pith citation observations for arXiv:2412.00605.

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

pith.paper-citation-record.v1
2412.00605 v1

Coverage vector

measured 95 of 95 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T05:14:22.692189Z

measured 95 of 95 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+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

95 of 95 outbound references displayed

  • verified exact3
  • verified fuzzy36
  • unresolved56
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9acef513-2c81-4f4c-a310-0122a348f9bd · outbound

This paper cites https://www.wiley.com/en-us/education/alta, 2024.

The Impact of Generative AI on Student Churn and the Future of Formal Education https://www.wiley.com/en-us/education/alta, 2024

Reference 1

Resolution
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no resolver link, observed 2026-08-12T05:14:22.099146Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T05:14:22.099146Z digest=sha256:5a84d14976bf0b173650bfa8cee4017f2eb41c95c9754aebccabe298a90ddce4

Observation c7b7c97e-df9b-432b-9cf9-189ef0772135 · outbound

This paper cites Chatgpt: Generative ai program used by school and university students.https://www.abc.net.

The Impact of Generative AI on Student Churn and the Future of Formal Education Chatgpt: Generative ai program used by school and university students.https://www.abc.net

Reference 2

Resolution
verified exact
raw_fallback, observed 2026-08-12T05:14:23.068937Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T05:14:22.105974Z digest=sha256:d714acbc030014bdb66a4d6e4c19b734f00b121c7954c82978f581d462d79d89

Observation 7fbeb14e-5e87-447f-a114-d308f5ebce3c · outbound

This paper cites Adithya and S.

The Impact of Generative AI on Student Churn and the Future of Formal Education Adithya and S

Reference 3

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no resolver link, observed 2026-08-12T05:14:22.112735Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T05:14:22.112735Z digest=sha256:a3bfbdd46d640d62ec05239de94a07205bf1b0a0b5ff81f9a80edd212d041919

Observation 39391ddd-81d4-4a9e-9157-2527235c08e8 · outbound

This paper cites an unresolved cited work.

The Impact of Generative AI on Student Churn and the Future of Formal Education Unresolved cited work

Reference 4

Resolution
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no resolver link, observed 2026-08-12T05:14:22.119654Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T05:14:22.119654Z digest=sha256:0e5b2e16fee3cd571814a77c02ba6d8c6f8b58c53968404b8b1a768d5de0c51c

Observation b3f71ac7-9734-4a06-906a-3b8675cdfafe · outbound

This paper cites an unresolved cited work.

The Impact of Generative AI on Student Churn and the Future of Formal Education Unresolved cited work

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-12T05:14:22.129549Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T05:14:22.129549Z digest=sha256:84f51ff8fc72b0525a9ae0b57d98cb76ec288546295d15b1365f8dc9b5c6ef5b

Observation 6b3f03a8-c3f0-4c06-92cd-8c58c004b6c2 · outbound

This paper cites Aldoseri, K.

The Impact of Generative AI on Student Churn and the Future of Formal Education Aldoseri, K

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-12T05:14:22.135241Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T05:14:22.135241Z digest=sha256:060ed6e0a4171198c95dddcb360e263941428e0eaa4f316bf5c05c9bf3c511dd

Observation 65313712-adca-4c43-9f74-42ba318a01b7 · outbound

This paper cites Australian framework for generative artificial intelligence (ai) in schools, 2024.

The Impact of Generative AI on Student Churn and the Future of Formal Education Australian framework for generative artificial intelligence (ai) in schools, 2024

Reference 7

Resolution
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no resolver link, observed 2026-08-12T05:14:22.145996Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T05:14:22.145996Z digest=sha256:2dbe4af4cec4f80f768b1d5115bc686732a807e7aa750bfaa09b45322186b741

Observation 3db550ae-9ee4-4570-81c8-9b218f2079e0 · outbound

This paper cites Layer Normalization.

The Impact of Generative AI on Student Churn and the Future of Formal Education Layer Normalization

Reference 8

Resolution
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no resolver link, observed 2026-08-12T05:14:22.151728Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T05:14:22.151728Z digest=sha256:b86b15dd8917b6c23348a2b1b43ae95ffc8f2eea164d354794682b65679cf2a9

Observation 50732388-f7e7-4f71-bc41-8b89a108e61a · outbound

This paper cites an unresolved cited work.

The Impact of Generative AI on Student Churn and the Future of Formal Education Unresolved cited work

Reference 9

Resolution
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no resolver link, observed 2026-08-12T05:14:22.157945Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T05:14:22.157945Z digest=sha256:7538bc21f9b761e573f83b24c07d577383521b4937b6609e3f9b98474e28e9b2

Observation d40f723d-f9ad-45f5-ab05-b0537ee28281 · outbound

This paper cites Bakhshi, J.

The Impact of Generative AI on Student Churn and the Future of Formal Education Bakhshi, J

Reference 10

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no resolver link, observed 2026-08-12T05:14:22.167727Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T05:14:22.167727Z digest=sha256:773a0d63c59884da7c70b56e38cfc9f670e6a3dc82f4a81269314fd412fc865b

Observation f6947f14-4062-4017-8b64-b33e1dacca61 · outbound

This paper cites Baumgart and A.

The Impact of Generative AI on Student Churn and the Future of Formal Education Baumgart and A

Reference 11

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no resolver link, observed 2026-08-12T05:14:22.172601Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T05:14:22.172601Z digest=sha256:0b478759cf296218332df998cb1dc9dec1ae974dd7a879ad2cd1ea8fe57db2c6

Observation aa2b972a-7f77-4c06-b2d6-2750cdf829a3 · outbound

This paper cites Beheshti.

The Impact of Generative AI on Student Churn and the Future of Formal Education Beheshti

Reference 12

Resolution
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no resolver link, observed 2026-08-12T05:14:22.177379Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T05:14:22.177379Z digest=sha256:adbc34a5e3540ff43a0ce5b8d4928e7ee1e112835f44d25efc61d91e4a2f1ef9

Observation a6a68f60-dd9b-48e2-beae-6160b3f630db · outbound

This paper cites Beheshti.

The Impact of Generative AI on Student Churn and the Future of Formal Education Beheshti

Reference 13

Resolution
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no resolver link, observed 2026-08-12T05:14:22.183102Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T05:14:22.183102Z digest=sha256:e758326413166a160fae946dd2027a81b65701c9974faa725f0cf7a5de29bb5f

Observation 556c9b90-c108-47f4-b0fd-6b9437825fac · outbound

This paper cites Natural Language-Oriented Programming (NLOP): Towards Democratizing Software Creation.

The Impact of Generative AI on Student Churn and the Future of Formal Education Natural Language-Oriented Programming (NLOP): Towards Democratizing Software Creation

Reference 14

Resolution
verified exact
local_arxiv, observed 2026-08-12T05:14:22.952383Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T05:14:22.187627Z digest=sha256:6bb0bc817e37f2b050a8e445bfb0117fb7cec2f1a6c4b7eee563fe952118ac36

Observation d0f22c24-74fc-4fde-abaf-552b9d5b78f0 · outbound

This paper cites Beheshti, B.

The Impact of Generative AI on Student Churn and the Future of Formal Education Beheshti, B

Reference 15

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no resolver link, observed 2026-08-12T05:14:22.192861Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T05:14:22.192861Z digest=sha256:195f66a833c2121f7d2485f99bafdd6a3db7ad76b601f31c600f0ac427d85793

Observation 534bccd9-52ec-4120-b887-21e12186483f · outbound

This paper cites BEHESHTI, S.

The Impact of Generative AI on Student Churn and the Future of Formal Education BEHESHTI, S

Reference 16

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no resolver link, observed 2026-08-12T05:14:22.197988Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T05:14:22.197988Z digest=sha256:2802bc1a23de578d990537a565df683acd9eb5c0321a8aed8b13e1a4babc588f

Observation 37faa983-fff8-4890-8fd0-170d6df2b311 · outbound

This paper cites Beheshti, S.

The Impact of Generative AI on Student Churn and the Future of Formal Education Beheshti, S

Reference 17

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no resolver link, observed 2026-08-12T05:14:22.202425Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T05:14:22.202425Z digest=sha256:94243defaf73df60da8956612f520f39a9e893bca79146829c6ef3869ff16b0a

Observation 07625566-6012-4f85-ad8a-29d46afb2faa · outbound

This paper cites Beheshti, K.

The Impact of Generative AI on Student Churn and the Future of Formal Education Beheshti, K

Reference 18

Resolution
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no resolver link, observed 2026-08-12T05:14:22.206862Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T05:14:22.206862Z digest=sha256:6042757a18be3b4eaf3c0b01716f5c05eb85a11225e7b0e38ca1d2d14b564029

Observation 6cb436f2-7222-4aaf-8288-1351450d1e49 · outbound

This paper cites Beheshti, S.

The Impact of Generative AI on Student Churn and the Future of Formal Education Beheshti, S

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:14:25.188394Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T05:14:22.212010Z digest=sha256:652eb58e8abbc5d779c6f50a53937de735dcd65e4d42063f2546b91247b8dbb7

Observation 52bcfa39-6e02-40d1-b100-3a04316feb23 · outbound

This paper cites Beheshti, J.

The Impact of Generative AI on Student Churn and the Future of Formal Education Beheshti, J

Reference 20

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no resolver link, observed 2026-08-12T05:14:22.216943Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T05:14:22.216943Z digest=sha256:d943190423f75b8e8c5fd6c9750ae055689f72786940a3e008a7ff295e458695

Observation 219f2149-6ae7-40b8-824d-e82bf307fd1b · outbound

This paper cites Beheshti, B.

The Impact of Generative AI on Student Churn and the Future of Formal Education Beheshti, B

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:14:25.164735Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T05:14:22.221683Z digest=sha256:4029d63c9d77e907d7391aecfba4c951061af1d76139eabccbb872ebc9ed148e

Observation c6448f9a-c46a-4f75-ab10-84b8149c9d82 · outbound

This paper cites Beheshti, B.

The Impact of Generative AI on Student Churn and the Future of Formal Education Beheshti, B

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:14:25.150294Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T05:14:22.226083Z digest=sha256:6ed7da40468bb3057811d60770ead33066bb2c4039b1917e3f39d8dfd0fe8063

Observation 13fe8c4c-4bad-4711-b6d1-9ead416d47c9 · outbound

This paper cites Beheshti, A.

The Impact of Generative AI on Student Churn and the Future of Formal Education Beheshti, A

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:14:25.135222Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T05:14:22.230595Z digest=sha256:1880ff376a9d5932f8ebdf6440439117951996ddbf0fd58a92fefe620e42b26b

Observation 440b480d-6fa0-42c8-a0c3-789c9ccc7239 · outbound

This paper cites an unresolved cited work.

The Impact of Generative AI on Student Churn and the Future of Formal Education Unresolved cited work

Reference 24

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raw_fallback, observed 2026-08-12T05:14:25.115994Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T05:14:22.235478Z digest=sha256:7fa7f399bc664f8e3ef917b303b804b6da5a78a8c2c128006f788524b138901b

Observation af544f5b-b34d-47a9-86b1-0338fa7879eb · outbound

This paper cites Brender, L.

The Impact of Generative AI on Student Churn and the Future of Formal Education Brender, L

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:14:25.098804Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T05:14:22.239806Z digest=sha256:4a3e3c973a0498fa3e0bcefec21a95784ef2fc3e54e1dd30b0d0bae8e32f4417

Observation 993a5c7d-f57a-4f38-b969-c9d70c71fff1 · outbound

This paper cites Brynjolfsson, D.

The Impact of Generative AI on Student Churn and the Future of Formal Education Brynjolfsson, D

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:14:25.084354Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T05:14:22.243943Z digest=sha256:850383845f0f83bc519fde1ec3b5e56411589369a5d00f81b44e8ef0a0a8ad8e

Observation 4b05e0c4-d1b9-48d7-b745-06c257349606 · outbound

This paper cites Carnegie learning.https://www.carnegielearning.com/, 2024.

The Impact of Generative AI on Student Churn and the Future of Formal Education Carnegie learning.https://www.carnegielearning.com/, 2024

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:14:25.070064Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T05:14:22.248824Z digest=sha256:9435298a545ec30f213589873dc8e63981e6527e5fc67868cd1196cf394712a6

Observation 6630d48f-b3b6-4b92-a78e-446566535d9a · outbound

This paper cites an unresolved cited work.

The Impact of Generative AI on Student Churn and the Future of Formal Education Unresolved cited work

Reference 28

Resolution
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raw_fallback, observed 2026-08-12T05:14:25.056083Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T05:14:22.253237Z digest=sha256:2fb0e1bc02e0e4b824206dd0233e779bde4216df4716175996f3359bcf4a9438

Observation 0a3bca05-a974-4b2c-b335-d80fa8a1f4d4 · outbound

This paper cites Devlin, M.-W.

The Impact of Generative AI on Student Churn and the Future of Formal Education Devlin, M.-W

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:14:25.040807Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T05:14:22.257856Z digest=sha256:f74ac4b535f721f6b71cd142294cdbbbd7627919200db08129d63b98b7dc413e

Observation 544ae5e3-e64b-4140-826f-a52842ae7ccf · outbound

This paper cites BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding.

The Impact of Generative AI on Student Churn and the Future of Formal Education BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Reference 30

Resolution
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no resolver link, observed 2026-08-12T05:14:22.263330Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T05:14:22.263330Z digest=sha256:47297881b13153fe558c0d80bef35e0b11673788d712aa60f3a7ad388663ba4f

Observation a3567e1a-5b01-40e2-b25b-a273cf991e31 · outbound

This paper cites Epstein, A.

The Impact of Generative AI on Student Churn and the Future of Formal Education Epstein, A

Reference 31

Resolution
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raw_fallback, observed 2026-08-12T05:14:25.023713Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T05:14:22.269517Z digest=sha256:6ff497ba34c00d32ea7d93ad635d5b362c7786ca1f96a7a9914eb191123651d8

Observation 0883ce43-345f-42ac-b0ed-3b1f6e65c08f · outbound

This paper cites an unresolved cited work.

The Impact of Generative AI on Student Churn and the Future of Formal Education Unresolved cited work

Reference 32

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raw_fallback, observed 2026-08-12T05:14:25.005863Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T05:14:22.279372Z digest=sha256:b4c2ed499fdd2ab8383bec60ba98e260b1b374e908624b19e14a8cdb461b8eeb

Observation ba374b73-29ed-41af-b9a4-31ab5c3c8f91 · outbound

This paper cites Farhood, I.

The Impact of Generative AI on Student Churn and the Future of Formal Education Farhood, I

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:14:24.984634Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T05:14:22.286824Z digest=sha256:4f0c38c7de78ff7d25257f36055abc2e86910d18983201b5725430a4e7245963

Observation a945d271-83ca-483c-aed2-11f11586348b · outbound

This paper cites an unresolved cited work.

The Impact of Generative AI on Student Churn and the Future of Formal Education Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-12T05:14:24.960677Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T05:14:22.292625Z digest=sha256:bd4a1184e6e5417c5ef86f06bdf8e232e7d7db9b9b21df81171f5fc2cbf75ae9

Observation f1a905df-50ba-4694-b5dc-02c0c24626ff · outbound

This paper cites Hanif, A.

The Impact of Generative AI on Student Churn and the Future of Formal Education Hanif, A

Reference 35

Resolution
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raw_fallback, observed 2026-08-12T05:14:24.942388Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T05:14:22.298292Z digest=sha256:a17d078eb59e09f2ce014df312a35d9d6190fd266f860a82a3be5be2ac1329ae

Observation dc6a4b5c-5b8a-40aa-b2f8-311da837b711 · outbound

This paper cites Hattie and H.

The Impact of Generative AI on Student Churn and the Future of Formal Education Hattie and H

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:14:24.923062Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T05:14:22.303112Z digest=sha256:d49a0f3c35bebd61648e9606af2d1bbc69a579200ff42d909cbfb7e63953cfb2

Observation 85771a8e-b982-4287-b520-1a808f180a6b · outbound

This paper cites Hochreiter and J.

The Impact of Generative AI on Student Churn and the Future of Formal Education Hochreiter and J

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-12T05:14:22.307692Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T05:14:22.307692Z digest=sha256:634f0fe37ad5664333d1416148034ed725e91f9d59a0be086ce91ed16ca06830

Observation 5a337c70-583c-4010-be84-c76a9ececfe5 · outbound

This paper cites Holmes, F.

The Impact of Generative AI on Student Churn and the Future of Formal Education Holmes, F

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:14:24.882261Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T05:14:22.312953Z digest=sha256:e38d947d44e2191bf8858297cb1182b9f90e27eefe6166ecc216e3cb2cf21849

Observation 74b7707b-040d-43a3-b15c-f297d35001b5 · outbound

This paper cites Hutson and J.

The Impact of Generative AI on Student Churn and the Future of Formal Education Hutson and J

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:14:23.885285Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T05:14:22.318784Z digest=sha256:547d58c082fcf6dc973a9cc9cde52df4cddbafa249f42e1d199a3d79b4225f6f

Observation 334403ca-205b-4e9e-9238-d2e9724adae4 · outbound

This paper cites Hwang, H.

The Impact of Generative AI on Student Churn and the Future of Formal Education Hwang, H

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:14:23.868896Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T05:14:22.323830Z digest=sha256:8b9d1df6bb2e79f52ec3ef7925ef8d345493e1a5fb5aea5cf2e7a5c4b69402cb

Observation 99be2df1-688f-434c-98b2-2b0201b77aa7 · outbound

This paper cites Jafari, D.

The Impact of Generative AI on Student Churn and the Future of Formal Education Jafari, D

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:14:23.850156Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T05:14:22.328066Z digest=sha256:1fc79abc871521e2ce24a8a02086e5be415b26338b2ef575dbe90f8c278447cf

Observation 3fb0f268-a4d7-4eeb-baea-ea21f05e0bf4 · outbound

This paper cites Automatic Diagnosis of Myocarditis Disease in Cardiac MRI Modality using Deep Transformers and Explainable Artificial Intelligence.

The Impact of Generative AI on Student Churn and the Future of Formal Education Automatic Diagnosis of Myocarditis Disease in Cardiac MRI Modality using Deep Transformers and Explainable Artificial Intelligence

Reference 42

Resolution
verified exact
local_arxiv, observed 2026-08-12T05:14:22.877056Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T05:14:22.332751Z digest=sha256:f9249d73ddcab30e2f88b8dd11431ff32f6a36a4845b0b37904343396d520ae6

Observation 86ef86d0-bbc0-41d7-a6ef-0ea24bc29f83 · outbound

This paper cites an unresolved cited work.

The Impact of Generative AI on Student Churn and the Future of Formal Education Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-12T05:14:23.828118Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T05:14:22.338420Z digest=sha256:27209fdf2497e6d5bcfcaf8f2aed42aeccc3aada5ae36c3518b23c873668aeb8

Observation 078be339-e196-4f57-831a-7fd2af58cf38 · outbound

This paper cites an unresolved cited work.

The Impact of Generative AI on Student Churn and the Future of Formal Education Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-12T05:14:23.812717Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T05:14:22.343880Z digest=sha256:c88888b646e850c69a960c814740f4f5a4e041144549fc195350ede60db2f695

Observation e9e90619-7ea3-4f43-8b49-732e0e5faed3 · outbound

This paper cites an unresolved cited work.

The Impact of Generative AI on Student Churn and the Future of Formal Education Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-12T05:14:23.796334Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T05:14:22.348741Z digest=sha256:9f55fdb2e78b3467a7ed3a4ec253de9c92ce204547cd1bd160f71831c3c8babb

Observation 8667e611-a74d-4a14-90b5-217cfcce45cb · outbound

This paper cites Khadivizand, A.

The Impact of Generative AI on Student Churn and the Future of Formal Education Khadivizand, A

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:14:23.778594Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T05:14:22.353053Z digest=sha256:d4f3724add4981ae8f1012f893a40c965e5c66ddaf2b4d92776e332229ae50db

Observation f2c6d816-62ad-48de-9805-472955a8b50f · outbound

This paper cites an unresolved cited work.

The Impact of Generative AI on Student Churn and the Future of Formal Education Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-12T05:14:23.761333Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T05:14:22.360161Z digest=sha256:a90b8e152af6db33690940966b3562f7c4011c391a36965c61462e25050628e2

Observation d3f17adf-ba33-4146-997e-0f45e1d573fe · outbound

This paper cites an unresolved cited work.

The Impact of Generative AI on Student Churn and the Future of Formal Education Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-12T05:14:23.746968Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T05:14:22.365749Z digest=sha256:ede0bec8fcd16fe87de22f2eaac12a24f5e62562ac325312e9eb7c46ca2c6b89

Observation c0cae28b-5ad3-41bb-aaac-cb82d5891586 · outbound

This paper cites an unresolved cited work.

The Impact of Generative AI on Student Churn and the Future of Formal Education Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-12T05:14:23.728709Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T05:14:22.373261Z digest=sha256:250abdacfd1f30846142405356fd9f9f8a471211d76f9c1b3e416e32df39b4c6

Observation 26158d9c-f0e3-4ba4-93e1-2d0874cde02b · outbound

This paper cites Koravuna and U.

The Impact of Generative AI on Student Churn and the Future of Formal Education Koravuna and U

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:14:23.708010Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T05:14:22.381711Z digest=sha256:5fd984773aa74e498bfa5ae0c47cab1a93a919358a7daac813f6533bf500ad25

Observation 8eafd565-7e20-4f64-9f1e-20bf54035ffb · outbound

This paper cites an unresolved cited work.

The Impact of Generative AI on Student Churn and the Future of Formal Education Unresolved cited work

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-12T05:14:22.389058Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T05:14:22.389058Z digest=sha256:0af28f4ddfacf9b0f4c41010e713ee1fbfeb9832c33454ac6a501bb8bcec9535

Observation 821e12f7-f8fd-43ae-8cf5-6ddec2ada245 · outbound

This paper cites an unresolved cited work.

The Impact of Generative AI on Student Churn and the Future of Formal Education Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-12T05:14:23.683356Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T05:14:22.394592Z digest=sha256:b8d08b49077d944daec247d6599743eb108b28da054db6f969147a84138c9ec5

Observation d3a11a94-da56-4b33-96c4-299eb3047d42 · outbound

This paper cites an unresolved cited work.

The Impact of Generative AI on Student Churn and the Future of Formal Education Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-12T05:14:23.667567Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T05:14:22.402211Z digest=sha256:eacef8733a4c2b9e59a25d374279bfdd16adfcb1d8af66d80a8f3572f904f47d

Observation ef76a4cd-3fd3-4e33-abf0-068d2fb1f8b8 · outbound

This paper cites an unresolved cited work.

The Impact of Generative AI on Student Churn and the Future of Formal Education Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-08-12T05:14:23.649434Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T05:14:22.408001Z digest=sha256:a63361db5b2082665b2fe25c0605d88175e0dc5256108da8571d5081b1962df1

Observation 7f08a2a2-13bd-4e9d-822a-da929e7708b3 · outbound

This paper cites Luckin and W.

The Impact of Generative AI on Student Churn and the Future of Formal Education Luckin and W

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:14:23.635799Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T05:14:22.416736Z digest=sha256:69bd60cd5bd3a2957483011d7286ca9ea4172e64aa3bb2ec4c07d6238c12ec03

Observation 918622c7-aaf1-4608-8ca8-e31a6de5013a · outbound

This paper cites Graph Neural Networks for Brain Graph Learning: A Survey.

The Impact of Generative AI on Student Churn and the Future of Formal Education Graph Neural Networks for Brain Graph Learning: A Survey

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-12T05:14:22.422743Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T05:14:22.422743Z digest=sha256:561cf311629803ae0abfd7e73a83286d4bf3c305953f54710e909950264e0f0a

Observation 549b44b6-7639-48cb-b391-634c0b9fa33e · outbound

This paper cites Education in the age of Generative AI: Context and Recent Developments.

The Impact of Generative AI on Student Churn and the Future of Formal Education Education in the age of Generative AI: Context and Recent Developments

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-12T05:14:22.428709Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T05:14:22.428709Z digest=sha256:3b94ef396842eb0e9c7e3931fd271bc7e31f40352111282d24cf29f3a923aed3

Observation 1fd7014c-2e63-4cb4-83a5-f021b8b72190 · outbound

This paper cites Leveraging BERT for Extractive Text Summarization on Lectures.

The Impact of Generative AI on Student Churn and the Future of Formal Education Leveraging BERT for Extractive Text Summarization on Lectures

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-12T05:14:22.435428Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T05:14:22.435428Z digest=sha256:ea57806d28457a82f989f5494e79ef3fb884c840bcd4e771217b0c5a4f443ec0

Observation 6e50db67-2e98-48de-ad86-97b4bef8c2a5 · outbound

This paper cites Mouthami, K.

The Impact of Generative AI on Student Churn and the Future of Formal Education Mouthami, K

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:14:23.621218Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T05:14:22.441412Z digest=sha256:23b6183409e0d4131da6befd5614baf5a7fe74bc0807ace2daec01a9d7453655

Observation 878ce355-32cc-4ed3-8c3b-82abdca947d2 · outbound

This paper cites an unresolved cited work.

The Impact of Generative AI on Student Churn and the Future of Formal Education Unresolved cited work

Reference 60

Resolution
unresolved
raw_fallback, observed 2026-08-12T05:14:23.605614Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T05:14:22.447040Z digest=sha256:e205324eedce7c5c88959aaed2a7b294c8cff5bbc5eee09b6dbae114c98b8ed1

Observation b712a05a-74d8-42cd-a202-84029ab399c1 · outbound

This paper cites an unresolved cited work.

The Impact of Generative AI on Student Churn and the Future of Formal Education Unresolved cited work

Reference 61

Resolution
unresolved
raw_fallback, observed 2026-08-12T05:14:23.589391Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T05:14:22.454391Z digest=sha256:12ff51d9ccb213f467600ef5729809403dacb67ebcc6a0a84917a68d83e5eeab

Observation 5f36d1ec-41e1-43a4-9f41-b677a91cedb2 · outbound

This paper cites Pesovski, R.

The Impact of Generative AI on Student Churn and the Future of Formal Education Pesovski, R

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:14:23.571993Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T05:14:22.460181Z digest=sha256:de8656e317a5687f2bfea1097523e366634dd8b5e50474299437df417bd1db18

Observation 9f56dc4a-34cf-40fe-b526-72c6a370214f · outbound

This paper cites an unresolved cited work.

The Impact of Generative AI on Student Churn and the Future of Formal Education Unresolved cited work

Reference 63

Resolution
unresolved
raw_fallback, observed 2026-08-12T05:14:23.557541Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T05:14:22.466835Z digest=sha256:f1630215378225dd10178dbd13067a25445a2cf5731112c0504730b10f430e19

Observation 0782062d-514b-4cf5-89fe-f4a2ebdeb40b · outbound

This paper cites Rajabi and S.-M.-R.

The Impact of Generative AI on Student Churn and the Future of Formal Education Rajabi and S.-M.-R

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:14:23.545982Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T05:14:22.472362Z digest=sha256:5c4456c4d3646a6d93860703b440c7592444fb4dd2099c9544f80b9fce6bbe98

Observation 6bd30479-ce92-4268-81af-b81c139d18ef · outbound

This paper cites an unresolved cited work.

The Impact of Generative AI on Student Churn and the Future of Formal Education Unresolved cited work

Reference 65

Resolution
unresolved
raw_fallback, observed 2026-08-12T05:14:23.530591Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T05:14:22.477374Z digest=sha256:f20bad584330afa3a5c61c3d9dfa3767834275ac34df2eeac8474f647b15153b

Observation 0873b7a2-3559-457d-a921-4d07b5ffaee1 · outbound

This paper cites an unresolved cited work.

The Impact of Generative AI on Student Churn and the Future of Formal Education Unresolved cited work

Reference 66

Resolution
unresolved
raw_fallback, observed 2026-08-12T05:14:23.516902Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T05:14:22.483791Z digest=sha256:92eb47c153db64146cc2d922d275ee6c40e48d80dc70a0b8994c7df71f97d28b

Observation 8653ee22-289a-4e53-9ed2-88ddf66cf0c2 · outbound

This paper cites Schiliro, N.

The Impact of Generative AI on Student Churn and the Future of Formal Education Schiliro, N

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:14:23.500866Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T05:14:22.489232Z digest=sha256:1b7280501313c40df5eef465a69856a4b130bbd0a31eca3e8e40dabe50d6932e

Observation afd63bd8-9b08-4bc8-b401-d03033dea008 · outbound

This paper cites Schmidt, F.

The Impact of Generative AI on Student Churn and the Future of Formal Education Schmidt, F

Reference 68

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:14:23.482955Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T05:14:22.498131Z digest=sha256:709c651620f2da441410f90629c4ae485716624245b05072a61c5305db87c2da

Observation 63f07291-d45e-439b-9568-6b30b8a4e621 · outbound

This paper cites Shabani, A.

The Impact of Generative AI on Student Churn and the Future of Formal Education Shabani, A

Reference 69

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:14:23.468353Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T05:14:22.505117Z digest=sha256:ef222f9dbf8d2d1a1f976506a788f7261bb15f663939b86574828f7f425c8194

Observation 95905877-0dee-4297-b64f-c533ff6b98ad · outbound

This paper cites Shabani, J.

The Impact of Generative AI on Student Churn and the Future of Formal Education Shabani, J

Reference 70

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:14:23.454440Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T05:14:22.511956Z digest=sha256:1ee9c598aa0741259cd20524b00cadb23840e82c96b17d2c28c7dfa5d71fe7ac

Observation 652c90ae-6f8e-4cd0-a325-467768de442d · outbound

This paper cites Shahriar, S.

The Impact of Generative AI on Student Churn and the Future of Formal Education Shahriar, S

Reference 71

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:14:23.440246Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T05:14:22.518563Z digest=sha256:49548fe9894cea9a5e68d804eb522de35a47f0e7ca804cdcfb9d0680665200b5

Observation cec80f3c-eabc-41c9-a221-ef0abba524a5 · outbound

This paper cites Shang and F.

The Impact of Generative AI on Student Churn and the Future of Formal Education Shang and F

Reference 72

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:14:23.426418Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T05:14:22.528153Z digest=sha256:e7c16c41020b151eea5278cf0c8be2050921a7c29871e90512b9d3e2739ea63e

Observation c906df0a-2819-4f19-ae8d-0755ffac94c2 · outbound

This paper cites an unresolved cited work.

The Impact of Generative AI on Student Churn and the Future of Formal Education Unresolved cited work

Reference 73

Resolution
unresolved
raw_fallback, observed 2026-08-12T05:14:23.411390Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T05:14:22.537509Z digest=sha256:9008d7b4a347919fb6cb5eaa10fecf35123fd8e312d6e3654260473e1067263d

Observation a9541512-8aba-4142-a529-85de2b19c25a · outbound

This paper cites an unresolved cited work.

The Impact of Generative AI on Student Churn and the Future of Formal Education Unresolved cited work

Reference 74

Resolution
unresolved
raw_fallback, observed 2026-08-12T05:14:23.396647Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T05:14:22.543647Z digest=sha256:c0532578926ca41592abd56d8c7f57168ddad20bb1cf79311a0e6bd99a07e664

Observation 0c419c45-5ec8-427a-aa9c-9bb007b8a4df · outbound

This paper cites Recent Advances in Generative AI for Healthcare Applications.

The Impact of Generative AI on Student Churn and the Future of Formal Education Recent Advances in Generative AI for Healthcare Applications

Reference 75

Resolution
unresolved
no resolver link, observed 2026-08-12T05:14:22.553766Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T05:14:22.553766Z digest=sha256:3c62c367ad0ccb24128ce6e0eb69cd2f194b0831f55cf0756ac6a8de07703ba0

Observation f21bc732-c88e-40c3-95a1-9560bd219c35 · outbound

This paper cites an unresolved cited work.

The Impact of Generative AI on Student Churn and the Future of Formal Education Unresolved cited work

Reference 76

Resolution
unresolved
raw_fallback, observed 2026-08-12T05:14:23.379141Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T05:14:22.560558Z digest=sha256:cf76da6ea3f6b67e8329e16c3ac31f3c022d4ef9bd1ed375195719aeac324f9f

Observation 013dd749-b026-49f4-bbf5-13a96e8d4e9d · outbound

This paper cites an unresolved cited work.

The Impact of Generative AI on Student Churn and the Future of Formal Education Unresolved cited work

Reference 77

Resolution
unresolved
raw_fallback, observed 2026-08-12T05:14:23.353853Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T05:14:22.569406Z digest=sha256:448c6be2e0111d65a1b16a165f3ccb7d57a553e7ecceb4210fcb1934a17749db

Observation a8d1935c-d12b-4aad-8e80-9e1b3e129386 · outbound

This paper cites an unresolved cited work.

The Impact of Generative AI on Student Churn and the Future of Formal Education Unresolved cited work

Reference 78

Resolution
unresolved
raw_fallback, observed 2026-08-12T05:14:23.338709Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T05:14:22.576749Z digest=sha256:781dbe5469ea89c41a827ccdef4d7692131f096aec012c29b4c0d78e92248de1

Observation 672e06fd-e383-476a-a0dd-b31cd3d73232 · outbound

This paper cites Sobhanmanesh, A.

The Impact of Generative AI on Student Churn and the Future of Formal Education Sobhanmanesh, A

Reference 79

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:14:23.325208Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T05:14:22.582013Z digest=sha256:cfab6f73af2a8f77fe9c5bc63d71514e1e622b5636b602106814d5da8c1abb83

Observation 9953a4ef-2c79-4b33-b7fa-2afb973ab399 · outbound

This paper cites Su and W.

The Impact of Generative AI on Student Churn and the Future of Formal Education Su and W

Reference 80

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:14:23.312542Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T05:14:22.590269Z digest=sha256:d23a6ff1f0b7d84954415da5dd243298952c710dab13cff3763b0b6c81f306a9

Observation 87c79fa8-0b40-4e1f-806e-5036993d418b · outbound

This paper cites Supangat, M.

The Impact of Generative AI on Student Churn and the Future of Formal Education Supangat, M

Reference 81

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:14:23.296578Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T05:14:22.599991Z digest=sha256:2fb401cfb8d5ad2aeaa740ccac1329a69d12d32089095671b8930710a5ae0f41

Observation d09bb659-bd42-41b8-a685-f2f4148685d0 · outbound

This paper cites van der Maaten and G.

The Impact of Generative AI on Student Churn and the Future of Formal Education van der Maaten and G

Reference 82

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:14:23.281877Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T05:14:22.614741Z digest=sha256:125a49871e242e03c42731171d58eb81a4ba83eaf5ad26c85ab02c65e42b36e5

Observation d1d1a065-550d-4804-a478-1c9b9e6e3cd2 · outbound

This paper cites an unresolved cited work.

The Impact of Generative AI on Student Churn and the Future of Formal Education Unresolved cited work

Reference 83

Resolution
unresolved
raw_fallback, observed 2026-08-12T05:14:23.266109Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T05:14:22.622098Z digest=sha256:cbf328965992b97990a80f31dfbfaaf451be4bee52201e3a5c57b14744ca2c91

Observation 9787529a-03ac-425a-b925-830c54e03aca · outbound

This paper cites Vassiliadis, A.

The Impact of Generative AI on Student Churn and the Future of Formal Education Vassiliadis, A

Reference 84

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:14:23.250199Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T05:14:22.626497Z digest=sha256:6da96b6ba985ead96278d807fa9f34e819bac71c3a0220acb62021c9744dfbca

Observation 5780e7e5-b8c0-4be9-b49a-7f1232a8fb78 · outbound

This paper cites Vaswani, N.

The Impact of Generative AI on Student Churn and the Future of Formal Education Vaswani, N

Reference 85

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:14:23.234946Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T05:14:22.633780Z digest=sha256:6b56a4a4969b8b3976b51879f3fd4e463ea104afc00e5f3ddfd4514ab2db5ecd

Observation e143ec7d-9dcc-46fe-8ea7-5462850f4821 · outbound

This paper cites an unresolved cited work.

The Impact of Generative AI on Student Churn and the Future of Formal Education Unresolved cited work

Reference 86

Resolution
unresolved
raw_fallback, observed 2026-08-12T05:14:23.222267Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T05:14:22.639202Z digest=sha256:ce8d6ee7da89e37cd0e2fd18ad571ff9311071813433ce69b7456b634ab09a62

Observation e95be390-9470-4446-abea-d1a5f2d3c347 · outbound

This paper cites an unresolved cited work.

The Impact of Generative AI on Student Churn and the Future of Formal Education Unresolved cited work

Reference 87

Resolution
unresolved
raw_fallback, observed 2026-08-12T05:14:23.209490Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T05:14:22.644056Z digest=sha256:511f4881c9208500e0989ff96c9bc3dfff9e4d2c91bc913bb907b853219e26f8

Observation 8656b2c0-9b2f-419a-a7da-e695db845059 · outbound

This paper cites an unresolved cited work.

The Impact of Generative AI on Student Churn and the Future of Formal Education Unresolved cited work

Reference 88

Resolution
unresolved
raw_fallback, observed 2026-08-12T05:14:23.196357Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T05:14:22.648509Z digest=sha256:7f525661dbb438de4dffb4a0a9025ddaf4a7facda3ebc0f9b84528b2184603eb

Observation 3d1ae83d-68b2-476f-b304-191e3716480b · outbound

This paper cites an unresolved cited work.

The Impact of Generative AI on Student Churn and the Future of Formal Education Unresolved cited work

Reference 89

Resolution
unresolved
raw_fallback, observed 2026-08-12T05:14:23.181870Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T05:14:22.653734Z digest=sha256:79433f97e0be6055f18a01ddfa0e39c1cabc3a179a4606f4f9d5d07a899c87c7

Observation 78a54696-a3e4-4045-8677-c2f27527b81a · outbound

This paper cites an unresolved cited work.

The Impact of Generative AI on Student Churn and the Future of Formal Education Unresolved cited work

Reference 90

Resolution
unresolved
raw_fallback, observed 2026-08-12T05:14:23.164515Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T05:14:22.658374Z digest=sha256:3e321c5f1969de272485e91cd8262016704aa02669779c9d42643c735eaeccb8

Observation 4030cbd6-b64c-4b41-815a-c1d0ddaa2be0 · outbound

This paper cites Yenduri, M.

The Impact of Generative AI on Student Churn and the Future of Formal Education Yenduri, M

Reference 91

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:14:23.149704Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T05:14:22.664532Z digest=sha256:6be472a54f4388eeb0530f3206ae850abfbbd8836a413a9812f5b5a485d57434

Observation 0ce2274e-c558-48a2-945a-a32cca2de338 · outbound

This paper cites an unresolved cited work.

The Impact of Generative AI on Student Churn and the Future of Formal Education Unresolved cited work

Reference 92

Resolution
unresolved
raw_fallback, observed 2026-08-12T05:14:23.134520Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T05:14:22.670917Z digest=sha256:fb246fcd306034e451e80cdda3bea7ade3a3670a5d373506493b64fbc6f63caa

Observation c892a9ba-125f-4947-a0fc-3abef05fc40e · outbound

This paper cites Zhang, F.

The Impact of Generative AI on Student Churn and the Future of Formal Education Zhang, F

Reference 93

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T05:14:23.115614Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T05:14:22.678182Z digest=sha256:39040cba8166a3351666008fc21f2e55563b00c8b2709779dd6aa0e5f9bf8bea

Observation d00015f4-d660-43f6-81d8-3bd3257544a3 · outbound

This paper cites Text Understanding from Scratch.

The Impact of Generative AI on Student Churn and the Future of Formal Education Text Understanding from Scratch

Reference 94

Resolution
unresolved
no resolver link, observed 2026-08-12T05:14:22.685078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T05:14:22.685078Z digest=sha256:6fe27638c7fdc8f2851096473fa8b466fd8cb77b0f2997d474364d5a3c2e2d4b

Observation 9a58b090-51d9-49f1-90ba-fd428516eb05 · outbound

This paper cites an unresolved cited work.

The Impact of Generative AI on Student Churn and the Future of Formal Education Unresolved cited work

Reference 95

Resolution
unresolved
raw_fallback, observed 2026-08-12T05:14:23.092497Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T05:14:22.692189Z digest=sha256:a2346648b562929cb325cb27f1905a1841403a8acc6b1b2904dc7d6c411325d8

Pith citing papers

No inbound Pith citation observations are available.