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Paper Citation Record · LEDGER

Mathematical Modelling of Ethical AI Use in Higher Education: A Coordination Game Framework for Future-Facing Learning

As of 11 August 2026, this Paper Citation Record lists 46 of 46 outbound references and 0 inbound Pith citation observations for arXiv:2605.27400.

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

pith.paper-citation-record.v1
2605.27400 v1

Coverage vector

measured 46 of 46 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-04T20:11:55.833002Z

measured 46 of 46 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+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

46 of 46 outbound references displayed

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External citation measurements

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Outbound references

Observation 772e0e93-3092-4647-9b62-e0a7013ca0c8 · outbound

This paper cites Artificial intelligence in education: A review.

Mathematical Modelling of Ethical AI Use in Higher Education: A Coordination Game Framework for Future-Facing Learning Artificial intelligence in education: A review

Reference 1

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Observation 87ae6975-d687-4d8b-8924-0d454a44f1fa · outbound

This paper cites Artificial intelligence in online higher education: A systematic review of empirical research from 2011 to 2020.

Mathematical Modelling of Ethical AI Use in Higher Education: A Coordination Game Framework for Future-Facing Learning Artificial intelligence in online higher education: A systematic review of empirical research from 2011 to 2020

Reference 2

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Observation 5c19d9e4-95bc-4a2f-9d07-8285a25faca5 · outbound

This paper cites Should robots replace teachers?: AI and the Future of Education.

Mathematical Modelling of Ethical AI Use in Higher Education: A Coordination Game Framework for Future-Facing Learning Should robots replace teachers?: AI and the Future of Education

Reference 3

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Observation aa7bd3e6-916c-40f4-9916-565086ccbf28 · outbound

This paper cites Generative artificial in- telligence in higher education: Evidence from an analysis of institutional policies and guidelines.

Mathematical Modelling of Ethical AI Use in Higher Education: A Coordination Game Framework for Future-Facing Learning Generative artificial in- telligence in higher education: Evidence from an analysis of institutional policies and guidelines

Reference 4

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Source-reported events for the cited work

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Observation 439ee231-feba-49d5-ad32-3ede12e89155 · outbound

This paper cites Postplagiarism: transdisciplinary ethics and integrity in the age of artificial intelligence and neurotechnology, -10-12 2023.

Mathematical Modelling of Ethical AI Use in Higher Education: A Coordination Game Framework for Future-Facing Learning Postplagiarism: transdisciplinary ethics and integrity in the age of artificial intelligence and neurotechnology, -10-12 2023

Reference 5

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

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Observation 21fe64c9-6b84-4b3a-a1bb-a0ca76e31e01 · outbound

This paper cites Al-Zahrani and Talal M.

Mathematical Modelling of Ethical AI Use in Higher Education: A Coordination Game Framework for Future-Facing Learning Al-Zahrani and Talal M

Reference 6

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Source-reported events for the cited work

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Observation ce05c4a0-9a3f-48b1-bb43-19119d2c7a01 · outbound

This paper cites Powers, Neil Urquhart, Chloe M.

Mathematical Modelling of Ethical AI Use in Higher Education: A Coordination Game Framework for Future-Facing Learning Powers, Neil Urquhart, Chloe M

Reference 7

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

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Observation 41c0a1d8-db7b-4015-b63e-088ed45909d9 · outbound

This paper cites The impact of generative artificial intelligence on socioeconomic inequalities and policy making.

Mathematical Modelling of Ethical AI Use in Higher Education: A Coordination Game Framework for Future-Facing Learning The impact of generative artificial intelligence on socioeconomic inequalities and policy making

Reference 8

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Source-reported events for the cited work

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Observation fbc240f4-ad7e-42a3-98a6-0cfb5c392501 · outbound

This paper cites Developing evalu- ative judgement for a time of generative artificial intelligence.

Mathematical Modelling of Ethical AI Use in Higher Education: A Coordination Game Framework for Future-Facing Learning Developing evalu- ative judgement for a time of generative artificial intelligence

Reference 9

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Observation a9dde117-6f0b-4bf6-a7bc-5f0b47a983b6 · outbound

This paper cites Strategic integration of artificial intelligence solutions to transform teaching practices in higher education.

Mathematical Modelling of Ethical AI Use in Higher Education: A Coordination Game Framework for Future-Facing Learning Strategic integration of artificial intelligence solutions to transform teaching practices in higher education

Reference 10

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Observation 056a9b2b-65cb-40df-a60b-a2359554ea27 · outbound

This paper cites A comprehensive AI policy education framework for university teaching and learning.

Mathematical Modelling of Ethical AI Use in Higher Education: A Coordination Game Framework for Future-Facing Learning A comprehensive AI policy education framework for university teaching and learning

Reference 11

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Observation 5c004308-49d6-4a63-beda-8af23aadb0fa · outbound

This paper cites The artificial intelligence assessment scale (AIAS): A framework for ethical integration of generative AI in educational assessment, -04-30 2024.

Mathematical Modelling of Ethical AI Use in Higher Education: A Coordination Game Framework for Future-Facing Learning The artificial intelligence assessment scale (AIAS): A framework for ethical integration of generative AI in educational assessment, -04-30 2024

Reference 12

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Observation f2555bf0-1657-417a-a3fa-6bfe6199d312 · outbound

This paper cites Unveiling students’ experiences and perceptions of artificial intelligence usage in higher education.

Mathematical Modelling of Ethical AI Use in Higher Education: A Coordination Game Framework for Future-Facing Learning Unveiling students’ experiences and perceptions of artificial intelligence usage in higher education

Reference 13

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Source-reported events for the cited work

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Observation 47413fa9-24e7-4813-94d5-a527a3a9ec14 · outbound

This paper cites Re- thinking the importance of social norms in generative AI adoption: investigating the acceptance and use of generative AI among higher education students.

Mathematical Modelling of Ethical AI Use in Higher Education: A Coordination Game Framework for Future-Facing Learning Re- thinking the importance of social norms in generative AI adoption: investigating the acceptance and use of generative AI among higher education students

Reference 14

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Source-reported events for the cited work

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Observation 59562547-dbb8-4cad-b307-42d6c742f693 · outbound

This paper cites Artificial intelligence in higher education: A cross- cultural examination of students’ behavioral intentions and attitudes.

Mathematical Modelling of Ethical AI Use in Higher Education: A Coordination Game Framework for Future-Facing Learning Artificial intelligence in higher education: A cross- cultural examination of students’ behavioral intentions and attitudes

Reference 15

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Observation 44232e5e-782a-475d-856c-5c26bd2f7a26 · outbound

This paper cites an unresolved cited work.

Mathematical Modelling of Ethical AI Use in Higher Education: A Coordination Game Framework for Future-Facing Learning Unresolved cited work

Reference 16

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Observation 30af81f5-5ebb-4afe-9a68-6e0accca5ad3 · outbound

This paper cites The Calculus of Selfishness.

Mathematical Modelling of Ethical AI Use in Higher Education: A Coordination Game Framework for Future-Facing Learning The Calculus of Selfishness

Reference 17

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Observation f7a7987c-9589-4e5f-8810-369d5d5fc907 · outbound

This paper cites Kizilcec, Elaine Huber, Elena C.

Mathematical Modelling of Ethical AI Use in Higher Education: A Coordination Game Framework for Future-Facing Learning Kizilcec, Elaine Huber, Elena C

Reference 18

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Observation 1c02cecf-4e36-4da6-97ce-871280370f3b · outbound

This paper cites Khlaif, Wejdan Awadallah Alkouk, Nisreen Salama, and Belal Abu Eideh.

Mathematical Modelling of Ethical AI Use in Higher Education: A Coordination Game Framework for Future-Facing Learning Khlaif, Wejdan Awadallah Alkouk, Nisreen Salama, and Belal Abu Eideh

Reference 19

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Observation 3db30c6e-2468-4408-aca7-ef5e9c7ff6d8 · outbound

This paper cites Changing eap assessment practices in the age of generative artificial intelligence: The case of scottish higher education institutions.

Mathematical Modelling of Ethical AI Use in Higher Education: A Coordination Game Framework for Future-Facing Learning Changing eap assessment practices in the age of generative artificial intelligence: The case of scottish higher education institutions

Reference 20

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Observation b925554a-bc02-4f33-8399-6333c9914e02 · outbound

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Mathematical Modelling of Ethical AI Use in Higher Education: A Coordination Game Framework for Future-Facing Learning Unresolved cited work

Reference 21

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Observation aab69a8c-aa67-4557-b037-775ca3a7fc35 · outbound

This paper cites Nowak, and Jorge M.

Mathematical Modelling of Ethical AI Use in Higher Education: A Coordination Game Framework for Future-Facing Learning Nowak, and Jorge M

Reference 22

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Observation e28b1378-f874-4618-877f-979637fba6eb · outbound

This paper cites Strategic decisions of new technology adoption under asymmetric information: a game-theoretic model.

Mathematical Modelling of Ethical AI Use in Higher Education: A Coordination Game Framework for Future-Facing Learning Strategic decisions of new technology adoption under asymmetric information: a game-theoretic model

Reference 23

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Observation 33e51d04-d7e2-4bea-a0bb-a7925ef4b419 · outbound

This paper cites Coordination Dynamics in Technology Adoption: Lessons From an Evolutionary Game Theoretical Analysis , pages 295–326.

Mathematical Modelling of Ethical AI Use in Higher Education: A Coordination Game Framework for Future-Facing Learning Coordination Dynamics in Technology Adoption: Lessons From an Evolutionary Game Theoretical Analysis , pages 295–326

Reference 24

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Observation a8db5048-8901-44d7-b70d-ad4d18d50941 · outbound

This paper cites Emergence of coordination with asymmetric benefits via prior commitment.

Mathematical Modelling of Ethical AI Use in Higher Education: A Coordination Game Framework for Future-Facing Learning Emergence of coordination with asymmetric benefits via prior commitment

Reference 25

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Observation 27adf403-0d7d-4619-8d6d-89a0f981fe35 · outbound

This paper cites Adoption of artificial intelligence in higher education: a quantitative analysis using structural equation modelling.

Mathematical Modelling of Ethical AI Use in Higher Education: A Coordination Game Framework for Future-Facing Learning Adoption of artificial intelligence in higher education: a quantitative analysis using structural equation modelling

Reference 26

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Observation ff55bab3-ecd8-41bf-bb15-b18fa25e46a3 · outbound

This paper cites Factors influencing university students’ behavioural intention to use generative artificial intelligence for educational purposes based on a revised UTAUT2 model.

Mathematical Modelling of Ethical AI Use in Higher Education: A Coordination Game Framework for Future-Facing Learning Factors influencing university students’ behavioural intention to use generative artificial intelligence for educational purposes based on a revised UTAUT2 model

Reference 27

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

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Observation 2b4940fe-43d1-42d8-9d3b-2ad65bae82a4 · outbound

This paper cites The role of behavioral intention in ai adoption and student success in higher education institutions: A utaut2 perspective.

Mathematical Modelling of Ethical AI Use in Higher Education: A Coordination Game Framework for Future-Facing Learning The role of behavioral intention in ai adoption and student success in higher education institutions: A utaut2 perspective

Reference 28

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

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Observation 644059b6-89a6-4720-972c-1fa7951ab61e · outbound

This paper cites Rethinking assessment in higher education : learning for the longer term.

Mathematical Modelling of Ethical AI Use in Higher Education: A Coordination Game Framework for Future-Facing Learning Rethinking assessment in higher education : learning for the longer term

Reference 29

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

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Observation f196c423-8ce9-4126-b8e9-18e07585453c · outbound

This paper cites The Evolution of Cooperation.

Mathematical Modelling of Ethical AI Use in Higher Education: A Coordination Game Framework for Future-Facing Learning The Evolution of Cooperation

Reference 30

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No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

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Observation dcf51405-1f30-465f-9501-78d9e5a27c87 · outbound

This paper cites an unresolved cited work.

Mathematical Modelling of Ethical AI Use in Higher Education: A Coordination Game Framework for Future-Facing Learning Unresolved cited work

Reference 31

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

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Observation 42275bb7-dd68-44b2-b3ff-79c32d3ab410 · outbound

This paper cites Powers, and Filippo Zimmaro.

Mathematical Modelling of Ethical AI Use in Higher Education: A Coordination Game Framework for Future-Facing Learning Powers, and Filippo Zimmaro

Reference 32

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

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Observation 2ca9611e-fc31-4847-af30-e5723befd23a · outbound

This paper cites Shake on it: The role of commitments and the evolution of coordination in networks of technology firms.

Mathematical Modelling of Ethical AI Use in Higher Education: A Coordination Game Framework for Future-Facing Learning Shake on it: The role of commitments and the evolution of coordination in networks of technology firms

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-07-04T21:10:09.955455Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-04T20:11:55.833002Z digest=sha256:92839d26ee82763f554e82d93761272f52f4900bf0aacd4af4d700fddea92efd

Observation 82a9e1a1-7709-44f1-89db-4828b01d93a7 · outbound

This paper cites Evolution of coordination through institutional incentives: An evolutionary game theory approach.

Mathematical Modelling of Ethical AI Use in Higher Education: A Coordination Game Framework for Future-Facing Learning Evolution of coordination through institutional incentives: An evolutionary game theory approach

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-07-04T21:10:09.995771Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-04T20:11:55.833002Z digest=sha256:340cd5dccb605f249a8ffd5eb1a11339482a73af5a613ddf7a2c75d14ef19135

Observation 21e9c261-6d55-4d35-bada-abfaa44b310e · outbound

This paper cites Evolution of coordination in pairwise and multi-player interactions via prior commitments.

Mathematical Modelling of Ethical AI Use in Higher Education: A Coordination Game Framework for Future-Facing Learning Evolution of coordination in pairwise and multi-player interactions via prior commitments

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-07-04T21:10:09.955023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-04T20:11:55.833002Z digest=sha256:fa0aaa75485138e05540f2c4e7450c78d5b1b1f814469942c1d9d2d38a391238

Observation 7966c758-d824-47ab-9d48-48c8e7f46e79 · outbound

This paper cites Institutional incentives for the evolution of committed cooperation: Ensuring participation is as important as enhancing compliance.

Mathematical Modelling of Ethical AI Use in Higher Education: A Coordination Game Framework for Future-Facing Learning Institutional incentives for the evolution of committed cooperation: Ensuring participation is as important as enhancing compliance

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-07-04T21:10:10.000608Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-04T20:11:55.833002Z digest=sha256:8bfb8f84f75edbbe0db1c2d5fe226c22b3c0229375d453eb12b5efc1fde726d1

Observation ef7c966b-6796-40e8-afce-b8a39400b5ad · outbound

This paper cites Game-theoretic analysis of the collaborative relationship between teachers and students in the application of chatgpt in higher education.

Mathematical Modelling of Ethical AI Use in Higher Education: A Coordination Game Framework for Future-Facing Learning Game-theoretic analysis of the collaborative relationship between teachers and students in the application of chatgpt in higher education

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-07-04T21:10:10.002583Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-04T20:11:55.833002Z digest=sha256:4dd0c3a7b4f319d8d282c381ed564db69e2db9a36359ab0ac3ec4b1bc83837b1

Observation de7ae618-927f-4330-9a4f-2b735e5f4ad8 · outbound

This paper cites Evolutionary game analysis of ar- tificial intelligence such as the generative pre-trained transformer in future education.Sustainability, 15(12):9355, 2023.

Mathematical Modelling of Ethical AI Use in Higher Education: A Coordination Game Framework for Future-Facing Learning Evolutionary game analysis of ar- tificial intelligence such as the generative pre-trained transformer in future education.Sustainability, 15(12):9355, 2023

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-07-04T21:10:09.991307Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-04T20:11:55.833002Z digest=sha256:bc09999004c4405849db3cb0ab5af4af07405b90516068bef78233142355ed0a

Observation b71785bb-f09a-4d86-b49f-0b91f783bcda · outbound

This paper cites Evolution of cooperation by multilevel selection.

Mathematical Modelling of Ethical AI Use in Higher Education: A Coordination Game Framework for Future-Facing Learning Evolution of cooperation by multilevel selection

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-07-04T21:10:09.971030Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-04T20:11:55.833002Z digest=sha256:83e4120b3f50cd64ded5c3f49de362f70f3db7a698607dd75dafb744d38205df

Observation b8dee308-d0c8-4be4-b5ea-4578fb9a2a7d · outbound

This paper cites Examining the nature and effects of feedback dialogue.

Mathematical Modelling of Ethical AI Use in Higher Education: A Coordination Game Framework for Future-Facing Learning Examining the nature and effects of feedback dialogue

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-07-04T21:10:09.957018Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-04T20:11:55.833002Z digest=sha256:4e9210b288cc5a7dc458528b09858f24b66753dff7676bf3c63a9d58e05545c3

Observation cec89651-bffd-452d-9567-8e3a4fd0f58f · outbound

This paper cites Developing a learning-centred framework for feedback literacy.

Mathematical Modelling of Ethical AI Use in Higher Education: A Coordination Game Framework for Future-Facing Learning Developing a learning-centred framework for feedback literacy

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-07-04T21:10:10.004357Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-04T20:11:55.833002Z digest=sha256:6b57d793f54d4843bf9c9a21e2ac6516363aa3edf725b5c480677c5bd4487432

Observation 7a22e7d5-6a15-45d3-9268-a5dc81e2c480 · outbound

This paper cites an unresolved cited work.

Mathematical Modelling of Ethical AI Use in Higher Education: A Coordination Game Framework for Future-Facing Learning Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-07-04T21:10:09.968777Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-04T20:11:55.833002Z digest=sha256:c6bd1877b8124f72827080ef44d7f1670fbfe0f5f8382373446da6c43a17e8cc

Observation 7b954336-6fcc-4544-910f-d4b55740e63e · outbound

This paper cites Designing assessment in a digital world: an organising framework.

Mathematical Modelling of Ethical AI Use in Higher Education: A Coordination Game Framework for Future-Facing Learning Designing assessment in a digital world: an organising framework

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-07-04T21:10:09.978060Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-04T20:11:55.833002Z digest=sha256:a71c526653c3e80f6e53a1a2791d2242bf645522888f8b58080311f9b23ac47a

Observation 18314296-b247-44d7-9d3f-81d005e6d604 · outbound

This paper cites Lodge, Sarah Howard, Margaret Bearman, Phillip Dawson, and Associates.

Mathematical Modelling of Ethical AI Use in Higher Education: A Coordination Game Framework for Future-Facing Learning Lodge, Sarah Howard, Margaret Bearman, Phillip Dawson, and Associates

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-07-04T21:10:09.998612Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-04T20:11:55.833002Z digest=sha256:e5aae2922f33afb4db4b28db387ceb8ce5baf41673d5f7d60f7a70f09e674cf5

Observation f14f918e-ca4e-43d8-919c-de1c18c72eec · outbound

This paper cites Generative ai and academic integrity in higher education: A systematic review and research agenda.

Mathematical Modelling of Ethical AI Use in Higher Education: A Coordination Game Framework for Future-Facing Learning Generative ai and academic integrity in higher education: A systematic review and research agenda

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-07-04T21:10:10.004798Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-04T20:11:55.833002Z digest=sha256:3a906c169f22a1821e1f49ee99b5869056d397cb720c0246817854d30ec64a82

Observation dd43ffed-f225-48f3-b664-83c5dae2f02e · outbound

This paper cites Cooperation versus social welfare.

Mathematical Modelling of Ethical AI Use in Higher Education: A Coordination Game Framework for Future-Facing Learning Cooperation versus social welfare

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-07-04T21:10:09.996615Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-07-04T20:11:55.833002Z digest=sha256:41f400b3efd77d941441088e2dff997cf62741698a3c7d25a530f314f0983453

Pith citing papers

No inbound Pith citation observations are available.