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Paper Citation Record · LEDGER

Detecting AI-Generated Text in Educational Content: Leveraging Machine Learning and Explainable AI for Academic Integrity

As of 13 August 2026, this Paper Citation Record lists 55 of 55 outbound references and 0 inbound Pith citation observations for arXiv:2501.03203.

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

pith.paper-citation-record.v1
2501.03203 v1

Coverage vector

measured 55 of 55 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T21:57:16.322591Z

measured 55 of 55 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

55 of 55 outbound references displayed

  • verified exact3
  • verified fuzzy44
  • unresolved8
  • parse uncertain0
  • malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7579a15a-325b-4ece-a88c-ece56f847d5e · outbound

This paper cites A Comprehensive Survey of AI-Generated Content (AIGC): A History of Generative AI from GAN to ChatGPT.

Detecting AI-Generated Text in Educational Content: Leveraging Machine Learning and Explainable AI for Academic Integrity A Comprehensive Survey of AI-Generated Content (AIGC): A History of Generative AI from GAN to ChatGPT

Reference 1

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 9c0ebfde-ab48-49ec-8e2a-1cead59d1cd1 · outbound

This paper cites Engineering education in the era of ChatGPT: Promise and pitfalls of generative AI for education,.

Detecting AI-Generated Text in Educational Content: Leveraging Machine Learning and Explainable AI for Academic Integrity Engineering education in the era of ChatGPT: Promise and pitfalls of generative AI for education,

Reference 2

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verified fuzzy
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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.

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Observation e809b17f-3de1-4ef0-9dcd-6bdf7a7b40b8 · outbound

This paper cites Advancing Object Detection in Transportation with Multimodal Large Language Models (MLLMs): A Comprehensive Review and Empirical Testing.

Detecting AI-Generated Text in Educational Content: Leveraging Machine Learning and Explainable AI for Academic Integrity Advancing Object Detection in Transportation with Multimodal Large Language Models (MLLMs): A Comprehensive Review and Empirical Testing

Reference 3

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verified exact
local_arxiv, observed 2026-08-10T21:57:16.556292Z

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.

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Observation 9ab5d552-b385-4ccd-ac65-e578cb669bb2 · outbound

This paper cites Automated Question Generation for Science Tests in Arabic Language Using NLP Techniques.

Detecting AI-Generated Text in Educational Content: Leveraging Machine Learning and Explainable AI for Academic Integrity Automated Question Generation for Science Tests in Arabic Language Using NLP Techniques

Reference 4

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unresolved
no resolver link, observed 2026-08-10T21:57:16.022917Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:57:16.022917Z digest=sha256:afc562cbab0bfce41014a918b228114adf31f0e5df674a2284326bf1a5475be6

Observation b38b3b4b-444b-4d4d-9498-757ba84b7139 · outbound

This paper cites Transformer Models in Education: Summarizing Science Textbooks with AraBART, MT5, AraT5, and mBART.

Detecting AI-Generated Text in Educational Content: Leveraging Machine Learning and Explainable AI for Academic Integrity Transformer Models in Education: Summarizing Science Textbooks with AraBART, MT5, AraT5, and mBART

Reference 5

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unresolved
no resolver link, observed 2026-08-10T21:57:16.028943Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:57:16.028943Z digest=sha256:3086c4f48ff18ae6e087e744b2d0b3c3bcb51d41ea822c09e0d67c7048a5c5e6

Observation 893e33a9-12c5-4d9a-a5b0-f0605886a0d9 · outbound

This paper cites Generative AI for Enhancing Active Learning in Education: A Comparative Study of GPT-3.5 and GPT-4 in Crafting Customized Test Questions.

Detecting AI-Generated Text in Educational Content: Leveraging Machine Learning and Explainable AI for Academic Integrity Generative AI for Enhancing Active Learning in Education: A Comparative Study of GPT-3.5 and GPT-4 in Crafting Customized Test Questions

Reference 6

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verified exact
local_arxiv, observed 2026-08-10T21:57:16.488210Z

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=2026-08-10T21:57:16.035032Z digest=sha256:59935420be5c42e2ac636f2e1e31027705c248dd3e3a3d77a565bba7fd41c36e

Observation 3e3bec69-af64-46eb-9ae7-551b5158ab4c · outbound

This paper cites A survey of GPT -3 family large language models including ChatGPT and GPT -4,.

Detecting AI-Generated Text in Educational Content: Leveraging Machine Learning and Explainable AI for Academic Integrity A survey of GPT -3 family large language models including ChatGPT and GPT -4,

Reference 7

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verified fuzzy
raw_fallback, observed 2026-08-10T21:57:17.487367Z

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=2026-08-10T21:57:16.041952Z digest=sha256:0393db3bb0a0ddad37e3257d52d7b0f78115d4be8f7e3dcd2146a07c265973e3

Observation 44df36bb-8e77-47f9-9419-68bdcb6411e6 · outbound

This paper cites Multitask Learning for Crash Analysis: A Fine- Tuned LLM Framework Using Twitter Data,.

Detecting AI-Generated Text in Educational Content: Leveraging Machine Learning and Explainable AI for Academic Integrity Multitask Learning for Crash Analysis: A Fine- Tuned LLM Framework Using Twitter Data,

Reference 8

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verified exact
doi, observed 2026-08-10T21:57:16.370755Z

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.

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Observation 7f3fb37f-34c9-4882-9550-cb4285d3aee3 · outbound

This paper cites Using Multimodal Large Language Models (MLLMs) for Automated Detection of Traffic Safety-Critical Events,.

Detecting AI-Generated Text in Educational Content: Leveraging Machine Learning and Explainable AI for Academic Integrity Using Multimodal Large Language Models (MLLMs) for Automated Detection of Traffic Safety-Critical Events,

Reference 9

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verified fuzzy
raw_fallback, observed 2026-08-10T21:57:17.469052Z

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.

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Observation 1663b714-2047-4a94-bf48-52930285acca · outbound

This paper cites A Framework for Detecting AI -Generated Text in Research Publications,.

Detecting AI-Generated Text in Educational Content: Leveraging Machine Learning and Explainable AI for Academic Integrity A Framework for Detecting AI -Generated Text in Research Publications,

Reference 10

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verified fuzzy
raw_fallback, observed 2026-08-10T21:57:17.452042Z

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=2026-08-10T21:57:16.059742Z digest=sha256:c8f4cc98798c907995261bd874c9059f2e4d904f24d9b527d0b42ee862da6cac

Observation 6cba4887-4f82-4ba3-8c09-ff55c0aa8f4f · outbound

This paper cites Real or fake text?: Investigating human ability to detect boundaries between human-written and machine-generated text,.

Detecting AI-Generated Text in Educational Content: Leveraging Machine Learning and Explainable AI for Academic Integrity Real or fake text?: Investigating human ability to detect boundaries between human-written and machine-generated text,

Reference 11

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verified fuzzy
raw_fallback, observed 2026-08-10T21:57:17.435539Z

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=2026-08-10T21:57:16.066367Z digest=sha256:265c9e5c4975996080470490ffb1e680c9f6fa1dbe470688869dc82672d74f34

Observation e17375a2-887b-4ad3-8dea-eaed2bfe7740 · outbound

This paper cites Differentiate ChatGPT-generated and Human-written Medical Texts.

Detecting AI-Generated Text in Educational Content: Leveraging Machine Learning and Explainable AI for Academic Integrity Differentiate ChatGPT-generated and Human-written Medical Texts

Reference 12

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unresolved
no resolver link, observed 2026-08-10T21:57:16.072986Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation d832ee9d-2327-4b09-9455-16430ee7ca8d · outbound

This paper cites ChatGPT or Human? Detect and Explain. Explaining Decisions of Machine Learning Model for Detecting Short ChatGPT-generated Text.

Detecting AI-Generated Text in Educational Content: Leveraging Machine Learning and Explainable AI for Academic Integrity ChatGPT or Human? Detect and Explain. Explaining Decisions of Machine Learning Model for Detecting Short ChatGPT-generated Text

Reference 13

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unresolved
no resolver link, observed 2026-08-10T21:57:16.078690Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:57:16.078690Z digest=sha256:3ca5a9222225662cdd751f2af7edea54e9ae793036c0685fdb2fefb9b64fd92e

Observation 2bca76f8-f470-45d9-a223-c79e6ac17b1f · outbound

This paper cites Distinguishing Human Generated Text From ChatGPT Generated Text Using Machine Learning.

Detecting AI-Generated Text in Educational Content: Leveraging Machine Learning and Explainable AI for Academic Integrity Distinguishing Human Generated Text From ChatGPT Generated Text Using Machine Learning

Reference 14

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unresolved
no resolver link, observed 2026-08-10T21:57:16.084870Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:57:16.084870Z digest=sha256:523cb6938c1860606c77255454864d861f5d881f9b52c7af8c978fabbcf997c7

Observation fea59dfc-618a-4a57-89d4-613cd5393dca · outbound

This paper cites CHEAT: A Large-scale Dataset for Detecting ChatGPT-writtEn AbsTracts.

Detecting AI-Generated Text in Educational Content: Leveraging Machine Learning and Explainable AI for Academic Integrity CHEAT: A Large-scale Dataset for Detecting ChatGPT-writtEn AbsTracts

Reference 15

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unresolved
no resolver link, observed 2026-08-10T21:57:16.091071Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation f31bc40e-0733-4f13-8035-de14a51fde3b · outbound

This paper cites Classification of Human -and AI-Generated Texts: Investigating Features for ChatGPT,.

Detecting AI-Generated Text in Educational Content: Leveraging Machine Learning and Explainable AI for Academic Integrity Classification of Human -and AI-Generated Texts: Investigating Features for ChatGPT,

Reference 16

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verified fuzzy
raw_fallback, observed 2026-08-10T21:57:17.418493Z

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.

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Observation 796c907f-6c3d-471a-9c75-adfb37dfbfb9 · outbound

This paper cites Differentiating Chat Generative Pretrained Transformer from Humans: Detecting ChatGPT-Generated Text and Human Text Using Machine Learning,.

Detecting AI-Generated Text in Educational Content: Leveraging Machine Learning and Explainable AI for Academic Integrity Differentiating Chat Generative Pretrained Transformer from Humans: Detecting ChatGPT-Generated Text and Human Text Using Machine Learning,

Reference 17

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verified fuzzy
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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.

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Observation 5e91c820-b49a-410c-a098-ee96b48c0a2f · outbound

This paper cites A comparison of ChatGPT-generated articles with human-written articles,.

Detecting AI-Generated Text in Educational Content: Leveraging Machine Learning and Explainable AI for Academic Integrity A comparison of ChatGPT-generated articles with human-written articles,

Reference 18

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verified fuzzy
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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.

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Observation d0caedf1-2aca-435a-8ca9-b549ac3f35ec · outbound

This paper cites Distinguishing Human-Written and ChatGPT-Generated Text Using Machine Learning,.

Detecting AI-Generated Text in Educational Content: Leveraging Machine Learning and Explainable AI for Academic Integrity Distinguishing Human-Written and ChatGPT-Generated Text Using Machine Learning,

Reference 19

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verified fuzzy
raw_fallback, observed 2026-08-10T21:57:17.367134Z

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=2026-08-10T21:57:16.112638Z digest=sha256:8d882a24df745871c4cbb4ede59bb0805a194cec58219bfc3f7d59068bb9e192

Observation f9bac6e8-0aca-4fc3-a11e-8c5a44ae8adc · outbound

This paper cites A survey on text pre -processing & feature extraction techniques in natural language processing,.

Detecting AI-Generated Text in Educational Content: Leveraging Machine Learning and Explainable AI for Academic Integrity A survey on text pre -processing & feature extraction techniques in natural language processing,

Reference 20

Resolution
verified fuzzy
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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=2026-08-10T21:57:16.117211Z digest=sha256:60e345b1061ebf9fb8a132a4ab94b1e87feefd48036ed1d43295ff079a889545

Observation e7ae857e-5743-45a6-9788-aa10682f0345 · outbound

This paper cites Sentiment classification: Review of text vectorization methods: Bag of words, Tf-Idf, Word2vec and Doc2vec,.

Detecting AI-Generated Text in Educational Content: Leveraging Machine Learning and Explainable AI for Academic Integrity Sentiment classification: Review of text vectorization methods: Bag of words, Tf-Idf, Word2vec and Doc2vec,

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:57:17.332676Z

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=2026-08-10T21:57:16.122489Z digest=sha256:5a52da21552ceee11d044cfeab82f7a5ae5fb221cdf66aa515cbfdb80400f8b9

Observation 86b7948c-66b3-4799-965e-035483ff20a1 · outbound

This paper cites Supervised machine learning algorithms: classification and comparison,.

Detecting AI-Generated Text in Educational Content: Leveraging Machine Learning and Explainable AI for Academic Integrity Supervised machine learning algorithms: classification and comparison,

Reference 22

Resolution
verified fuzzy
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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=2026-08-10T21:57:16.127308Z digest=sha256:80b86492dfe623b33259a0042318e11fa02fb1353d9ea78ac6f3ecae9f5e1628

Observation 0f88ba22-906b-465f-90f6-fb4ab965f892 · outbound

This paper cites Impact of risk factors on work zone crashes using logistic models and Random Forest,.

Detecting AI-Generated Text in Educational Content: Leveraging Machine Learning and Explainable AI for Academic Integrity Impact of risk factors on work zone crashes using logistic models and Random Forest,

Reference 23

Resolution
verified fuzzy
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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.

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Observation 0bf11f39-1d2e-459a-8f1d-4ba8ca31a42a · outbound

This paper cites ML-CCD: machine learning model to predict concrete cover delamination failure mode in reinforced concrete beams strengthened with FRP sheets,.

Detecting AI-Generated Text in Educational Content: Leveraging Machine Learning and Explainable AI for Academic Integrity ML-CCD: machine learning model to predict concrete cover delamination failure mode in reinforced concrete beams strengthened with FRP sheets,

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:57:17.279674Z

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.

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Observation 72eaf124-580e-431a-88bc-674dbf675c7c · outbound

This paper cites Random forests and decision trees,.

Detecting AI-Generated Text in Educational Content: Leveraging Machine Learning and Explainable AI for Academic Integrity Random forests and decision trees,

Reference 25

Resolution
verified fuzzy
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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=2026-08-10T21:57:16.142551Z digest=sha256:2410d0ee7b580f251a9812c1e475fcac95c45b4d646c206057bb78b7868fd6a2

Observation 72586853-844c-43e0-a2a2-eed1fb0f1c08 · outbound

This paper cites Application of support vector machine modeling for prediction of common diseases: the case of diabetes and pre-diabetes,.

Detecting AI-Generated Text in Educational Content: Leveraging Machine Learning and Explainable AI for Academic Integrity Application of support vector machine modeling for prediction of common diseases: the case of diabetes and pre-diabetes,

Reference 26

Resolution
verified fuzzy
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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.

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Observation e024914b-4f2c-4389-9f1d-2cf653e6c0c7 · outbound

This paper cites Driving style classification using a semisupervised support vector machine,.

Detecting AI-Generated Text in Educational Content: Leveraging Machine Learning and Explainable AI for Academic Integrity Driving style classification using a semisupervised support vector machine,

Reference 27

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verified fuzzy
raw_fallback, observed 2026-08-10T21:57:17.229378Z

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=2026-08-10T21:57:16.153500Z digest=sha256:d376a5a5bd1ce1563ac88e340b52d5d8d2848ee4d3098aa582df9a888686d0d0

Observation c13e07c6-162d-4d0d-b686-7cd1fe090e2a · outbound

This paper cites Modeling bike availability in a bike-sharing system using machine learning,.

Detecting AI-Generated Text in Educational Content: Leveraging Machine Learning and Explainable AI for Academic Integrity Modeling bike availability in a bike-sharing system using machine learning,

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:57:17.212087Z

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=2026-08-10T21:57:16.159065Z digest=sha256:ab9879177b2dd84bdc5809b1205b96f5e1f15f412a320c76a73ae8665eb82610

Observation aa3b0492-8ea4-47ab-b163-bb276320c8b1 · outbound

This paper cites Estimation of diabetes in a high -risk adult Chinese population using J48 decision tree model,.

Detecting AI-Generated Text in Educational Content: Leveraging Machine Learning and Explainable AI for Academic Integrity Estimation of diabetes in a high -risk adult Chinese population using J48 decision tree model,

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:57:17.194699Z

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=2026-08-10T21:57:16.164205Z digest=sha256:697c8d719a9719437fcc5315e374b01c1decaf944d59f95b1819d738ba442434

Observation 90f0e0d4-a9ba-4762-bec4-d83058345488 · outbound

This paper cites An efficient predictive model for myocardial infarction using cost -sensitive j48 model,.

Detecting AI-Generated Text in Educational Content: Leveraging Machine Learning and Explainable AI for Academic Integrity An efficient predictive model for myocardial infarction using cost -sensitive j48 model,

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:57:17.178079Z

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=2026-08-10T21:57:16.169720Z digest=sha256:7ee59664041516bf105fb2f815b5e6bb11213d2a980bf4567d303896bda03a50

Observation 4b8a75ba-a567-4ff3-84f4-7bcf8398007b · outbound

This paper cites Insights into geospatial heterogeneity of landslide susceptibility based on the SHAP-XGBoost model,.

Detecting AI-Generated Text in Educational Content: Leveraging Machine Learning and Explainable AI for Academic Integrity Insights into geospatial heterogeneity of landslide susceptibility based on the SHAP-XGBoost model,

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:57:17.160712Z

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=2026-08-10T21:57:16.174774Z digest=sha256:a26d93b749283fbca48b31410625b1f74b9131773239ced0575bef275c752d86

Observation 2158cb79-2def-415f-b95c-18d81a816ea1 · outbound

This paper cites Efficient estimating compressive strength of ultra -high performance concrete using XGBoost model,.

Detecting AI-Generated Text in Educational Content: Leveraging Machine Learning and Explainable AI for Academic Integrity Efficient estimating compressive strength of ultra -high performance concrete using XGBoost model,

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:57:17.143889Z

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=2026-08-10T21:57:16.179945Z digest=sha256:07da2f7707310a26c15cc62667c213168eda032a168814d2a4e10c3d47ddf822

Observation 7e2babbe-c342-4a28-887b-52a4cb254d3b · outbound

This paper cites Review of deep learning algorithms and architectures,.

Detecting AI-Generated Text in Educational Content: Leveraging Machine Learning and Explainable AI for Academic Integrity Review of deep learning algorithms and architectures,

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:57:17.125574Z

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=2026-08-10T21:57:16.184606Z digest=sha256:e9441f43bc28321eb3bfc18eb69d45b17acc0d914bc8fc365d357c5d666397ca

Observation 7424160f-c0c9-4b84-844e-8c52f0642dc1 · outbound

This paper cites Convolutional neural network for trajectory prediction,.

Detecting AI-Generated Text in Educational Content: Leveraging Machine Learning and Explainable AI for Academic Integrity Convolutional neural network for trajectory prediction,

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:57:17.108147Z

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=2026-08-10T21:57:16.189156Z digest=sha256:e868ff997b8880eca41f1134c4cd68e5a76dd542b35fbc8b564db646264180a4

Observation 88deed7b-ad78-4176-83c8-594bcf5c2a4f · outbound

This paper cites Convolutional neural networks for breast cancer detection in mammography: A survey,.

Detecting AI-Generated Text in Educational Content: Leveraging Machine Learning and Explainable AI for Academic Integrity Convolutional neural networks for breast cancer detection in mammography: A survey,

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:57:17.088206Z

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=2026-08-10T21:57:16.194799Z digest=sha256:d3b5475b6186a0733d6e04ee754541af648c81332931d76664c76025e1d7416c

Observation 713cab68-3677-4c92-89a5-cf9a55982ca0 · outbound

This paper cites Deep transfer learning for vulnerable road users detection using smartphone sensors data,.

Detecting AI-Generated Text in Educational Content: Leveraging Machine Learning and Explainable AI for Academic Integrity Deep transfer learning for vulnerable road users detection using smartphone sensors data,

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:57:17.071574Z

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=2026-08-10T21:57:16.200499Z digest=sha256:948910c1fce52d31dee58eea9f0aa80bd0e3214669232088270b452b9ef4dcd8

Observation 03cf2cec-7ca4-4a6c-ab9f-28aa7e02edd5 · outbound

This paper cites Deep learning methods in transportation domain: a review,.

Detecting AI-Generated Text in Educational Content: Leveraging Machine Learning and Explainable AI for Academic Integrity Deep learning methods in transportation domain: a review,

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:57:17.055289Z

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=2026-08-10T21:57:16.206254Z digest=sha256:6fa2a57809334101a297fdcd2c3c10d9ba36cdde6c48d11471bc775325f41712

Observation 66858b7d-056e-4b6e-b5a2-a8d4667dde52 · outbound

This paper cites Comparing machine learning and deep learning methods for real- time crash prediction,.

Detecting AI-Generated Text in Educational Content: Leveraging Machine Learning and Explainable AI for Academic Integrity Comparing machine learning and deep learning methods for real- time crash prediction,

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:57:16.910357Z

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=2026-08-10T21:57:16.211852Z digest=sha256:7e1cbc1775b28509b34c61bf4973eebd91929ddcc2ae05007a0e9409ec7f9bc8

Observation 963835aa-3c3b-4cdf-9b7c-71b4d6923861 · outbound

This paper cites Magician’s corner: 9. Performance metrics for machine learning models,.

Detecting AI-Generated Text in Educational Content: Leveraging Machine Learning and Explainable AI for Academic Integrity Magician’s corner: 9. Performance metrics for machine learning models,

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:57:16.892701Z

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=2026-08-10T21:57:16.216860Z digest=sha256:989683182d3fd0044c6f49af755564b980ac7fb4106b126c97e3a0d015887104

Observation fc721c57-a4db-42ee-8a17-f00e785d5d99 · outbound

This paper cites Overview of explainable AI methods in NLP - deepsense.ai.

Detecting AI-Generated Text in Educational Content: Leveraging Machine Learning and Explainable AI for Academic Integrity Overview of explainable AI methods in NLP - deepsense.ai

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:57:16.873979Z

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=2026-08-10T21:57:16.222193Z digest=sha256:50c2af02d54e2d5bfd1951b49a74c62da8b9fa0ce1043915a7184eb12bd20d79

Observation f8349029-c66f-415a-a6b4-83c9db9e32f1 · outbound

This paper cites A survey on XAI and natural language explanations,.

Detecting AI-Generated Text in Educational Content: Leveraging Machine Learning and Explainable AI for Academic Integrity A survey on XAI and natural language explanations,

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:57:16.853763Z

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=2026-08-10T21:57:16.227347Z digest=sha256:d4524155db1d4b303a61d9f62e55312cb0501db652fe713521ff4c4d038c4346

Observation 2905d00d-80d7-4e9a-99ea-6e0cc42bf340 · outbound

This paper cites ‘ Why should i trust you?’ Explaining the predictions of any classifier,.

Detecting AI-Generated Text in Educational Content: Leveraging Machine Learning and Explainable AI for Academic Integrity ‘ Why should i trust you?’ Explaining the predictions of any classifier,

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:57:16.835156Z

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=2026-08-10T21:57:16.233653Z digest=sha256:48367163b4233ba54235619237e64f62611af7f835203d751549cb8ef4e13791

Observation 97edf884-11a5-44c5-a004-8afa9fa6d172 · outbound

This paper cites GPTZero | The Trusted AI Detector for ChatGPT, GPT -4, & More.

Detecting AI-Generated Text in Educational Content: Leveraging Machine Learning and Explainable AI for Academic Integrity GPTZero | The Trusted AI Detector for ChatGPT, GPT -4, & More

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:57:16.816436Z

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=2026-08-10T21:57:16.239226Z digest=sha256:15c8523a0308c303609db3ac269906fda14a13c86877d67d59cfff56f0ffa1e7

Observation ff74fa11-58b0-456e-b304-244620b2fee4 · outbound

This paper cites Princeton student creates GPTZero tool to detect ChatGPT-generated text - The Washington Post.

Detecting AI-Generated Text in Educational Content: Leveraging Machine Learning and Explainable AI for Academic Integrity Princeton student creates GPTZero tool to detect ChatGPT-generated text - The Washington Post

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:57:16.798758Z

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=2026-08-10T21:57:16.244818Z digest=sha256:f4140ba3db294dcbe1074634743903610685dd8137fd20d7a9a97f2678916f04

Observation 5685dedc-b7e5-4bd9-b06c-09fb142db3a9 · outbound

This paper cites GPTZero - Wikipedia.

Detecting AI-Generated Text in Educational Content: Leveraging Machine Learning and Explainable AI for Academic Integrity GPTZero - Wikipedia

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:57:16.770391Z

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=2026-08-10T21:57:16.251515Z digest=sha256:6a804c818390cbfa64b9735fc03a45fceea667c9a60640e509ee5c73f3445355

Observation 566adca6-d0f1-44d5-9c0e-c6b97e04634c · outbound

This paper cites GPTZero performance in identifying artificial intelligence -generated medical texts: a preliminary study,.

Detecting AI-Generated Text in Educational Content: Leveraging Machine Learning and Explainable AI for Academic Integrity GPTZero performance in identifying artificial intelligence -generated medical texts: a preliminary study,

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:57:16.750051Z

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=2026-08-10T21:57:16.259263Z digest=sha256:9dcb7f57b268eb6b2dc6c63887c3117ba87f566adfab3e70c6cd28b46357024e

Observation fa5d2a26-39e6-4ad8-a4cf-327b06016a27 · outbound

This paper cites ChatGPT and GPTZero in Research and Social Media: A Sentiment-and Topic-based Analysis,.

Detecting AI-Generated Text in Educational Content: Leveraging Machine Learning and Explainable AI for Academic Integrity ChatGPT and GPTZero in Research and Social Media: A Sentiment-and Topic-based Analysis,

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:57:16.730456Z

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=2026-08-10T21:57:16.266948Z digest=sha256:a4dd144685cd9f31c22c47258cc7ef273c0dc0757fe8eb20d88ee8df1560b815

Observation 56f36dae-3028-4660-8d38-194823b7f927 · outbound

This paper cites DeepTextMark: A Deep Learning-Driven Text Watermarking Approach for Identifying Large Language Model Generated Text.

Detecting AI-Generated Text in Educational Content: Leveraging Machine Learning and Explainable AI for Academic Integrity DeepTextMark: A Deep Learning-Driven Text Watermarking Approach for Identifying Large Language Model Generated Text

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-10T21:57:16.281145Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:57:16.281145Z digest=sha256:dbb44108ebcafb9977450e7c6780943e299fd5e83c84a1f5163cc11b05dee03b

Observation 6b86e3a0-5e92-4cba-802c-453a833bcc88 · outbound

This paper cites Generative Artificial Intelligence in Higher Education: Exploring ways of harnessing pedagogical Practices with the assistance of ChatGPT,.

Detecting AI-Generated Text in Educational Content: Leveraging Machine Learning and Explainable AI for Academic Integrity Generative Artificial Intelligence in Higher Education: Exploring ways of harnessing pedagogical Practices with the assistance of ChatGPT,

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:57:16.711799Z

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=2026-08-10T21:57:16.288065Z digest=sha256:f71163dbdcf3b1752d8218a7a72bd7884ee081a26bf367fd84b8a9480b1a316d

Observation 134beae8-1951-48e6-85cf-4541a23c0128 · outbound

This paper cites The influence of ChatGPT on student engagement: A systematic review and future research agenda,.

Detecting AI-Generated Text in Educational Content: Leveraging Machine Learning and Explainable AI for Academic Integrity The influence of ChatGPT on student engagement: A systematic review and future research agenda,

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:57:16.694739Z

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=2026-08-10T21:57:16.294236Z digest=sha256:372b4349f616bae48ab28f9ab03ecd1c94a6223658488982c5f88110b2f46ab9

Observation b673d505-3bc6-4da6-920e-bb9612aa9e02 · outbound

This paper cites Comparing Human -made and AI - generated Teaching Videos: An Experimental Study on Learning Effects,.

Detecting AI-Generated Text in Educational Content: Leveraging Machine Learning and Explainable AI for Academic Integrity Comparing Human -made and AI - generated Teaching Videos: An Experimental Study on Learning Effects,

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:57:16.675339Z

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=2026-08-10T21:57:16.300665Z digest=sha256:29a5bdd8a455d36e5f39fcfa2fc8b041581f233f4e40167ae58fda5469b222e2

Observation 0280fed8-aab5-4766-b13a-a267e74da51b · outbound

This paper cites Integrating generative AI in education: how ChatGPT brings challenges for future learning and teaching,.

Detecting AI-Generated Text in Educational Content: Leveraging Machine Learning and Explainable AI for Academic Integrity Integrating generative AI in education: how ChatGPT brings challenges for future learning and teaching,

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:57:16.657768Z

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=2026-08-10T21:57:16.306999Z digest=sha256:0d18019ae9096a5558d7ce6d73cf0a734617d59af4b7c87e2e7beb3b168cb8dd

Observation 173d288c-435f-40a5-ace6-550f7b637102 · outbound

This paper cites ChatGPT improves creative problem -solving performance in university students: An experimental study,.

Detecting AI-Generated Text in Educational Content: Leveraging Machine Learning and Explainable AI for Academic Integrity ChatGPT improves creative problem -solving performance in university students: An experimental study,

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:57:16.638587Z

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=2026-08-10T21:57:16.313315Z digest=sha256:e63ba509891e38a6ff2be32a43ac1958cb13e7e41995fe791841d2372d7a3a1e

Observation 9de8df93-c424-49d2-a303-472ca925499e · outbound

This paper cites Evaluating the impact of students’ generative AI use in educational contexts,.

Detecting AI-Generated Text in Educational Content: Leveraging Machine Learning and Explainable AI for Academic Integrity Evaluating the impact of students’ generative AI use in educational contexts,

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:57:16.621871Z

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=2026-08-10T21:57:16.318076Z digest=sha256:9da50d9797127085a7b06753fd785ea642f04fba34fd1c652b4bbe3294aa6811

Observation b9cb505d-b555-45dd-a093-3694498fdf20 · outbound

This paper cites Education in the era of generative artificial intelligence (AI): Understanding the potential benefits of ChatGPT in promoting teaching and learning,.

Detecting AI-Generated Text in Educational Content: Leveraging Machine Learning and Explainable AI for Academic Integrity Education in the era of generative artificial intelligence (AI): Understanding the potential benefits of ChatGPT in promoting teaching and learning,

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:57:16.603327Z

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=2026-08-10T21:57:16.322591Z digest=sha256:2b102ae459b94cb9aa02f4e7e4548a996a059b2ce5896d8418353093b2259d9f

Pith citing papers

No inbound Pith citation observations are available.