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Paper Citation Record · LEDGER

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

As of 16 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 2026-08-16T06:30:59.297886+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=sha256:1c9fd861397875f5e77705d3cab55f17aa52087635b1eb92a9bfae45cd58e169

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-12T05:14:22.105974Z digest=sha256:ed64f45e81fcc1c4ca3ff0c3efae2ec35f7201f8e40a601ed8f997529797174b

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

Resolution
unresolved
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=sha256:9bac89949a2ea77c146797b187162d912b8cb2f4498dd63d7f36a7a1595a5e66

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
unresolved
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=sha256:8defd7cd267441aa2bed797e4337b1f617e660d7e755d6b8030955a2722bf2d0

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:dc6466e95f89daf1dc1183792269e2191c05e17e2b7011f0c2111a6935bd094c

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=sha256:006c9a967d2a02cf619ab9735d599b7523dce19d2ac11f3483114aa633521319

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
unresolved
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:f3b7e7a20dc5d6bc2291889a2309f491147e2540e4aea588edcdf9920e4190ff

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=sha256:7ddb5e916af9215f40900356b11f09362d02ac70af60dee8c717bde501b66857

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
unresolved
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:da44a3f8ed45d810dba35893270effa8ff82c24d8040e282f8ca2fdd649e9db2

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:b0383f9be2eedc6a2c84c1c0f1c9f593477716cc2589fc52cfd4e9bba8a8f0f4

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=sha256:7a799dc9eaea032abe9771028336832a7826e2993b2496bff48147138617ae3b

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=sha256:5f976d4d9bb6cb85322b52e7a4688b1e1d1ff2f0d6848fa4206f26a4b5739b2c

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=sha256:2536fea799f20083c323111656eeb90090ce607ae8e4508c9deaf6f12767ff2d

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-12T05:14:22.187627Z digest=sha256:c45db34b3e10203894e55c7eae35d0368a7d80c01b67e14735714fb9dadd7daf

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=sha256:89e0f8eb7b4c8a57f7f506ab0d7fa071e7f086056955ef49b8e4fce060c823c6

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

Resolution
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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:ab60bc4606d35b1effd1b76c073a95feb1792b648f7ad6bd278e995a32669789

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

Resolution
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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=sha256:938cf6385e25347ea59daa1cb8ff68d23b44601c21834dd0f50b9b7ce84e0f0b

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
unresolved
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=sha256:81a0dbba54c6f56f3ab47ddc9780d2cae05bbbe4413b83075869c640d752e62c

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-12T05:14:22.212010Z digest=sha256:3fe734426b77f3cc45f659a16abcec0e5288194a6b0dfcc445d3380d0c1e38c1

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

Resolution
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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:a343a6267de09f45697128aa2935293de1ea7e153c1d518d30300f70218f8300

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-12T05:14:22.221683Z digest=sha256:0a7e6ec8e35b7f4fafc57e0965fba8313519c170bd2f708eee4ae64cabe0a518

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-12T05:14:22.226083Z digest=sha256:a7bbe1624adb5d070ec82dc71d892ac5ecba940bcd78ce95de9e9c23f9a41d18

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-12T05:14:22.230595Z digest=sha256:ec3798bdf2600f5a8acab633c9a4da90ae3104256bda01aa21d915f61beb6124

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

Resolution
unresolved
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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-12T05:14:22.235478Z digest=sha256:69d196f1dbe8144424dbd0add9511fef93b4e39cfb8acf20e60e1583c2702efa

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-12T05:14:22.239806Z digest=sha256:c64bad52b1586bd53f27a05d1ff41c675055cf69a6a827809835639fc8216ab6

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-12T05:14:22.243943Z digest=sha256:a65579dfb8f2d2d3843c7477ab84f9554dcdec875a15a0c1e8c753389cbfb366

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-12T05:14:22.248824Z digest=sha256:189c3dbbdf7ff43283702903cc5fb75f108af4965c4f140b6c1377faaf42fe79

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
unresolved
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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-12T05:14:22.253237Z digest=sha256:6e71bb5bb122ec4dc7abee7bbeccd4380dd40ae6359cfe47110b0329252ef4c8

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-12T05:14:22.257856Z digest=sha256:68d6e38ff242502751e8432e1baf744fee5c233428689d3993e92aed69f2101b

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=sha256:351bd74dbb5c66bd73e935cad0b4cce2450b0fd112b0c2dbd751cc3739879d33

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
verified fuzzy
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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-12T05:14:22.269517Z digest=sha256:07202c235e0bf8e9bdcea7e52da4d59600fdb1b68cf78d502c858b84aa1d2cf8

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

Resolution
unresolved
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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-12T05:14:22.279372Z digest=sha256:d9cd03e106acdf9c7264dff9b53ef0f69ce1180939138db6158639bce1ccf1e5

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-12T05:14:22.286824Z digest=sha256:5bad4ca11d099b8158451f6c7d7949090edac2b5f1936a0373a629a52aca593b

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-12T05:14:22.292625Z digest=sha256:2574969c0dfe42496d6c76f9182a9957013674a506e97c0f6ed537db4e313895

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
verified fuzzy
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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-12T05:14:22.298292Z digest=sha256:8dd93caf1d01419b7d95997ed969cbb95630d5e7bef79eb7d08a98dd3cd0776e

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-12T05:14:22.303112Z digest=sha256:2a75ccb85003fab755d9f29a56d8ba3fcb0c0482d4759b622c9ed119eac580e5

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=sha256:11514a142c8b810ddc0c22ec07e00b38d19175cbe44165ffc7b24361f569ecbc

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-12T05:14:22.312953Z digest=sha256:6e7223a762a5cc6b9e3c43d056455248d8fe20440db79c9e7bfcb53cab784e96

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-12T05:14:22.318784Z digest=sha256:e37ad8c0954321f4c64a6226b0a1b15e2ba24999b1d7ae46ee9d11cdef301957

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-12T05:14:22.323830Z digest=sha256:8cbf14faeeccf4dc06656434d407e2f08b6834a939d9a6e72b2261bf069734f3

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-12T05:14:22.328066Z digest=sha256:2b9a7e4d3c6bd5bb8d5d80a56cf6bc15fbbe686fc706a937ea2321bb2fbc3911

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-12T05:14:22.332751Z digest=sha256:0f7b794decbbd1957e49558dd30182d611ea469daffe923dd1947d286524ac6f

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-12T05:14:22.338420Z digest=sha256:ffd3260895883b25c3d47c78d6176c8955fb09b565d4a7318b49972d2e6d7afb

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-12T05:14:22.343880Z digest=sha256:41992bd50bd50da637e207df55d74471f7d6f902072ba08c5312368ece5be18e

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-12T05:14:22.348741Z digest=sha256:2b76f01d195fea08cbe7997de13a86e300d0ce51aea0ea2351e4134c8158673f

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-12T05:14:22.353053Z digest=sha256:ce8ec8e45bc3821e3256a96cc4ca51b7f2fbef202e2218264d48e35bd1c55df3

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-12T05:14:22.360161Z digest=sha256:b0dea1362986994bb24766f784b41349a4c300a07b15b62ae4135c2426adfd5f

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-12T05:14:22.365749Z digest=sha256:9e5d04fc4cefac2492c4c41eaaa408c5379bdd238f7d8d75d514e30ba490701c

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-12T05:14:22.373261Z digest=sha256:5c230a24e35adc3c7e04fe923c6bdda247f49db73161207ffe3eb32d1e8db132

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-12T05:14:22.381711Z digest=sha256:9800fad5c7cf470748980ed79c0ac79e2d35d16fb7a0be2c8a348e334a7b1735

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=sha256:6b828b9d550657fd6d3fa6397f898cae6555b9a9fb90bee489e00220e2696798

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-12T05:14:22.394592Z digest=sha256:4898d7d1b534c2bdf318aa9f42f1468a8181bda8f43e8a74e701c55a56d4c981

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-12T05:14:22.402211Z digest=sha256:e3947e243515cde4f648677fd7193c2ac1a4c0e5f7b4b1c3f3bb4328672a313f

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-12T05:14:22.408001Z digest=sha256:0a013149d7afddc1f5b38583f243d121deac9bd72c5a788b535c5473040ec8dd

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-12T05:14:22.416736Z digest=sha256:37f82ef55336a294822eb73e22f3537ca0b9f6ccdc71a15316c4b94211d67f2b

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=sha256:956cf959efcb0c1defd0dd78a1ea2f2aaccc801f671dfde574e20d09ada48997

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=sha256:5996b149e9875fe301c16ca8e871b6d7064397c1cf577383346939ed16933f08

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=sha256:0d77f78bc5916aa661634e533a04b117921b4209fa7e603004f62da9dfbed8e3

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-12T05:14:22.441412Z digest=sha256:6dc634dad05258ced32f8eaf6b557ab0d0b627c4b1482bc8e4db30f2b81ea708

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-12T05:14:22.447040Z digest=sha256:07b2998c8b73fb48d65523521ea2462a45227b7b8dd90264bbfc38e3cba42b0e

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-12T05:14:22.454391Z digest=sha256:6122ffe4aa84c60fd3a8672826807d6bb2898ae7b2018aaa90becd3abe832326

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-12T05:14:22.460181Z digest=sha256:52213fb2bc833a653ea8f68f6070a888c9a0d6021b91f372a344cdad3f9cb7b0

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-12T05:14:22.466835Z digest=sha256:82a68723a2c894944e05a1d15b46be30a69319bf3b063caf2cee8299dc005965

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-12T05:14:22.472362Z digest=sha256:803e0c8b612a686cb0447333535020ca8b077a89aca6938ced898fcbbe03b928

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-12T05:14:22.477374Z digest=sha256:3ec15389f2e7427f8e867087cb08175cc9f0689bca46f8fada5ee7c2d496d780

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-12T05:14:22.483791Z digest=sha256:200e73fc56a18265d57472c23467c6a89b2e3cc3af3e71a26502522fb75c9194

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-12T05:14:22.489232Z digest=sha256:dd73e532367a164d4d6154032ac45949b6c9c4322c52798ddb28424f9f8d9c51

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-12T05:14:22.498131Z digest=sha256:069f18aee4326f507ddd0bf3d4ef2fb2d58a848c8bba4de86f71e8ac5d51b3ed

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-12T05:14:22.505117Z digest=sha256:eb99c36dbceef6c60d7094d52c99cdf420a13d9b19987551316a9cd9077543fe

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-12T05:14:22.511956Z digest=sha256:8a2c8ca73a31f9edd0982987f565cc635e819eec309f2416654a2034d3215d4d

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-12T05:14:22.518563Z digest=sha256:6cf6063fac758e7bccfc1da71ee0986d64b6c0d4a450587b6bc26ee539515f86

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-12T05:14:22.528153Z digest=sha256:1cf7e2e5286207d709b893ba47e51b21628cb9f4b85f4ef070bedb3877abbda0

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-12T05:14:22.537509Z digest=sha256:1706e9a58bcaa2c3f7dc84ac62614c0ec027dc99262af846d1fa9da6d52d1bdd

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-12T05:14:22.543647Z digest=sha256:d798e0df86ca4c4738ed5fb8109fab6006021b2ec393ff2f3d09f35f8e96fd1d

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=sha256:87c59d37caf9b350483788ea42841d18683581841d9f02370b83bd5c55d80fde

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-12T05:14:22.560558Z digest=sha256:46e215841371fd7230e77f1405eb53881b41c13cc1c6e6652c723fabbc614fa8

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-12T05:14:22.569406Z digest=sha256:2a9423e37cfc3598ea0509ada3ce10194dc3de402792049820dd098591cafa7b

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-12T05:14:22.576749Z digest=sha256:f9d731f6543df18373c8e9b5fa381d1c150c814a25b4a9df7f4cc9b9d2cf8385

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-12T05:14:22.582013Z digest=sha256:03863b3a1492cb86b53a54f0282ef6bef693752dba8f4a57c23c17ecd6c5a837

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-12T05:14:22.590269Z digest=sha256:bad9c547853d06b5c72457d7121e00de3bd30b9ae790c30d8de079b1409988d4

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-12T05:14:22.599991Z digest=sha256:5733d9487b2c3e8c3ca600f6d2c7f3675c1900a3b1db0aa55d9ef78446c6f691

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-12T05:14:22.614741Z digest=sha256:765f556f20851a9909b9773ad938ff67e38bb3bde24fa8eb7a5d4c855e6df4fb

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-12T05:14:22.622098Z digest=sha256:f2ce74f9d20c3f6859442c40ad5d6f061fd87dd3e8db9ef60a4f5393b276da89

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-12T05:14:22.626497Z digest=sha256:739d488a692bcc1f45c8f34bf14626835ab3937a7c7018c7cce1376a0aba607c

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-12T05:14:22.633780Z digest=sha256:df904c71925a598a18048d1c4b0a1e3843e35b42efd543a7fd5240d45dc4dfe8

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-12T05:14:22.639202Z digest=sha256:87939a35a41b623506b0963e7d9efd8ccdcb2b7c1273dd51bac140974fe9da17

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-12T05:14:22.644056Z digest=sha256:c1f011da5917f12fed9a7305b1a3263e27774dd9d0d13d643a42c9a91556f5a6

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-12T05:14:22.648509Z digest=sha256:425260157a328232b9e36379d7f53b99d75691888ef3707a5aa6e4eb882ea025

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-12T05:14:22.653734Z digest=sha256:f2416dd6702d820f78b3820c2c0064a9176a397aa9572d7befe38a6ce0d89dac

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-12T05:14:22.658374Z digest=sha256:0fe2dcab21b84a6825f827344efaa3e8b832f0ac974f052383802174d473f949

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-12T05:14:22.664532Z digest=sha256:f16deb029aff38fb91e26f5b867e84fbd93843dc66e0b76f8c5bea6edebbe3b8

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-12T05:14:22.670917Z digest=sha256:4e5bb72ea6a46c44d98b8766f423a6292042b1c90970e3a6aca27e08dbaaaec9

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-12T05:14:22.678182Z digest=sha256:107d26cdea045cb17b3c6994eabd62929f52b1bad2c366911dc8b3dd85c8917f

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=sha256:8a6e336a69e9e1aa2852a1e6ce988c1de94885f1345ed3d83491e61c8695fa2b

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-12T05:14:22.692189Z digest=sha256:f5dd6465ae7ed72882fb9e4732c0fb0a004790a2e4321b0a973d4942659ef010

Pith citing papers

No inbound Pith citation observations are available.