Research dataset
Dataset - Gemini 3.5 Flash-Generated Undergraduate Essays Across 30 Majors (73,611 words / 90 articles)
This dataset contains 90 AI-generated essays produced by Gemini 3.5 Flash, totaling 73,611 words. All essays are written at the undergraduate level and span five broad domains: Business, Education, Humanities, Psychology, and STEM. The collection covers 30 distinct majors, including Accounting, Biology, Computer Science, Economics, English, Nursing, Psychology, and many more.
Each essay is classified as a standard essay genre, with word counts distributed across three buckets: 400, 800, and 1200 words. All 90 articles are non-ESL, and no humanizer was applied. The dataset is a single-level collection with no child datasets.
Total word count: 73,611 words (reference / bibliography sections excluded).
Composition
Numbers in the table indicate article counts.
| Level | Domain | Major | Genre | Word count | ai |
|---|---|---|---|---|---|
| gemini-3.5-flash | |||||
| undergraduate | Business | Accounting | essay | 400 | 1 |
| 800 | 1 | ||||
| 1200 | 1 | ||||
| Business Administration | essay | 400 | 1 | ||
| 800 | 1 | ||||
| 1200 | 1 | ||||
| Economics | essay | 400 | 1 | ||
| 800 | 1 | ||||
| 1200 | 1 | ||||
| Finance | essay | 400 | 1 | ||
| 800 | 1 | ||||
| 1200 | 1 | ||||
| Marketing | essay | 400 | 1 | ||
| 800 | 1 | ||||
| 1200 | 1 | ||||
| Education | Education | essay | 400 | 1 | |
| 800 | 1 | ||||
| 1200 | 1 | ||||
| Humanities | Communications | essay | 400 | 1 | |
| 800 | 1 | ||||
| 1200 | 1 | ||||
| Criminal Justice | essay | 400 | 1 | ||
| 800 | 1 | ||||
| 1200 | 1 | ||||
| English | essay | 400 | 1 | ||
| 800 | 1 | ||||
| 1200 | 1 | ||||
| Graphic Design | essay | 400 | 1 | ||
| 800 | 1 | ||||
| 1200 | 1 | ||||
| History | essay | 400 | 1 | ||
| 800 | 1 | ||||
| 1200 | 1 | ||||
| International Relations | essay | 400 | 1 | ||
| 800 | 1 | ||||
| 1200 | 1 | ||||
| Political Science | essay | 400 | 1 | ||
| 800 | 1 | ||||
| 1200 | 1 | ||||
| Sociology | essay | 400 | 1 | ||
| 800 | 1 | ||||
| 1200 | 1 | ||||
| Psychology | Psychology | essay | 400 | 1 | |
| 800 | 1 | ||||
| 1200 | 1 | ||||
| STEM | Biology | essay | 400 | 1 | |
| 800 | 1 | ||||
| 1200 | 1 | ||||
| Biomedical Engineering | essay | 400 | 1 | ||
| 800 | 1 | ||||
| 1200 | 1 | ||||
| Chemistry | essay | 400 | 1 | ||
| 800 | 1 | ||||
| 1200 | 1 | ||||
| Civil Engineering | essay | 400 | 1 | ||
| 800 | 1 | ||||
| 1200 | 1 | ||||
| Computer Science | essay | 400 | 1 | ||
| 800 | 1 | ||||
| 1200 | 1 | ||||
| Data Science | essay | 400 | 1 | ||
| 800 | 1 | ||||
| 1200 | 1 | ||||
| Electrical Engineering | essay | 400 | 1 | ||
| 800 | 1 | ||||
| 1200 | 1 | ||||
| Environmental Science | essay | 400 | 1 | ||
| 800 | 1 | ||||
| 1200 | 1 | ||||
| Health Sciences | essay | 400 | 1 | ||
| 800 | 1 | ||||
| 1200 | 1 | ||||
| Information Technology | essay | 400 | 1 | ||
| 800 | 1 | ||||
| 1200 | 1 | ||||
| Mathematics | essay | 400 | 1 | ||
| 800 | 1 | ||||
| 1200 | 1 | ||||
| Mechanical Engineering | essay | 400 | 1 | ||
| 800 | 1 | ||||
| 1200 | 1 | ||||
| Nursing | essay | 400 | 1 | ||
| 800 | 1 | ||||
| 1200 | 1 | ||||
| Physics | essay | 400 | 1 | ||
| 800 | 1 | ||||
| 1200 | 1 | ||||
| Pre-Med | essay | 400 | 1 | ||
| 800 | 1 | ||||
| 1200 | 1 |