Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-10T21:57:16.322591Z
Paper Citation Record · LEDGER
As of 12 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.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-10T21:57:16.322591Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
55 of 55 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 7579a15a-325b-4ece-a88c-ece56f847d5e · outbound
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
Source-reported events for the cited work
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Observation 9c0ebfde-ab48-49ec-8e2a-1cead59d1cd1 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation e809b17f-3de1-4ef0-9dcd-6bdf7a7b40b8 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 9ab5d552-b385-4ccd-ac65-e578cb669bb2 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b38b3b4b-444b-4d4d-9498-757ba84b7139 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 893e33a9-12c5-4d9a-a5b0-f0605886a0d9 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 3e3bec69-af64-46eb-9ae7-551b5158ab4c · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 44df36bb-8e77-47f9-9419-68bdcb6411e6 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 7f3fb37f-34c9-4882-9550-cb4285d3aee3 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 1663b714-2047-4a94-bf48-52930285acca · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 6cba4887-4f82-4ba3-8c09-ff55c0aa8f4f · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation e17375a2-887b-4ad3-8dea-eaed2bfe7740 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d832ee9d-2327-4b09-9455-16430ee7ca8d · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2bca76f8-f470-45d9-a223-c79e6ac17b1f · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fea59dfc-618a-4a57-89d4-613cd5393dca · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f31bc40e-0733-4f13-8035-de14a51fde3b · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 796c907f-6c3d-471a-9c75-adfb37dfbfb9 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 5e91c820-b49a-410c-a098-ee96b48c0a2f · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation d0caedf1-2aca-435a-8ca9-b549ac3f35ec · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation f9bac6e8-0aca-4fc3-a11e-8c5a44ae8adc · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation e7ae857e-5743-45a6-9788-aa10682f0345 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 86b7948c-66b3-4799-965e-035483ff20a1 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 0f88ba22-906b-465f-90f6-fb4ab965f892 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 0bf11f39-1d2e-459a-8f1d-4ba8ca31a42a · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 72eaf124-580e-431a-88bc-674dbf675c7c · outbound
Detecting AI-Generated Text in Educational Content: Leveraging Machine Learning and Explainable AI for Academic Integrity Random forests and decision trees,
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 72586853-844c-43e0-a2a2-eed1fb0f1c08 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation e024914b-4f2c-4389-9f1d-2cf653e6c0c7 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation c13e07c6-162d-4d0d-b686-7cd1fe090e2a · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation aa3b0492-8ea4-47ab-b163-bb276320c8b1 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 90f0e0d4-a9ba-4762-bec4-d83058345488 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 4b8a75ba-a567-4ff3-84f4-7bcf8398007b · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 2158cb79-2def-415f-b95c-18d81a816ea1 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 7e2babbe-c342-4a28-887b-52a4cb254d3b · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 7424160f-c0c9-4b84-844e-8c52f0642dc1 · outbound
Detecting AI-Generated Text in Educational Content: Leveraging Machine Learning and Explainable AI for Academic Integrity Convolutional neural network for trajectory prediction,
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 88deed7b-ad78-4176-83c8-594bcf5c2a4f · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 713cab68-3677-4c92-89a5-cf9a55982ca0 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 03cf2cec-7ca4-4a6c-ab9f-28aa7e02edd5 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 66858b7d-056e-4b6e-b5a2-a8d4667dde52 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 963835aa-3c3b-4cdf-9b7c-71b4d6923861 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation fc721c57-a4db-42ee-8a17-f00e785d5d99 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation f8349029-c66f-415a-a6b4-83c9db9e32f1 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 2905d00d-80d7-4e9a-99ea-6e0cc42bf340 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 97edf884-11a5-44c5-a004-8afa9fa6d172 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation ff74fa11-58b0-456e-b304-244620b2fee4 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 5685dedc-b7e5-4bd9-b06c-09fb142db3a9 · outbound
Detecting AI-Generated Text in Educational Content: Leveraging Machine Learning and Explainable AI for Academic Integrity GPTZero - Wikipedia
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 566adca6-d0f1-44d5-9c0e-c6b97e04634c · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation fa5d2a26-39e6-4ad8-a4cf-327b06016a27 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 56f36dae-3028-4660-8d38-194823b7f927 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6b86e3a0-5e92-4cba-802c-453a833bcc88 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 134beae8-1951-48e6-85cf-4541a23c0128 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation b673d505-3bc6-4da6-920e-bb9612aa9e02 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 0280fed8-aab5-4766-b13a-a267e74da51b · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 173d288c-435f-40a5-ace6-550f7b637102 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 9de8df93-c424-49d2-a303-472ca925499e · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation b9cb505d-b555-45dd-a093-3694498fdf20 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
No inbound Pith citation observations are available.