The University of Students: A place for joint self-education
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
In this article, we explain, explore, and problematize the formation, organization, leadership, and daily educational life of the first (to our knowledge) international democratic university of students (UniS) in the 21st century. UniS is run by the students, for the students, and with the students for their diverse purposes, desires, interests, and needs. A student is anyone who freely chooses to study something for whatever reason. Everyone can become a student at any time without any high school credits, fees, bureaucracy, tests, or any other form of human suffering. But what exactly is UniS? Why students? What if…? How can one visualize UniS, which is “so vague, so bizarre, so unnecessary to me!” What are its philosophical principles? Who are we? What does the University of Students look like? In the spirit of curiosity, wonder, leisure, fun, freedom, and love for learning, we invite the reader to attend and connect with two working edu-clubs of UniS: a movie club “Schooling Around the World and Time” and an “Educationalist Club.” In addition, we discuss some of the main issues, limitations, and challenges, including the civilization of the necessities, colonization of the human spirit by the economy, a lack of genuine leisure, and toxification of the human by foisted education. The open-ended, poetic conclusion lets the readers form their own interpretations, ideas, questions, and answers about UniS. What is the future of UniS? And only time will tell, 10, 100 years later or 100 light-years from now.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it