Allan Tupper: No Place to Learn Why Universities Aren't Working: An Interview with Allan Tupper
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
Allan Tupper is Associate Vice President (Government Relations) and Professor of Political Science at the University of British Columbia. A native of Ottawa, Dr. Tupper is a graduate of Carleton University (BA, DPA, MA) and Queen's University where he received his PhD in Political Studies in 1977. For more than 20 years, he was Professor of Political Science at the University of Alberta. He served as Chair of the Department of Political Science, Associate Dean of Arts and Associate Vice President (Government Relations). He was also Vice President (Academic) at Acadia University. His major teaching and research interests are Canadian politics, western Canadian politics, public policy and public administration. He has published extensively on these topics and has authored or edited six books and many articles and chapters. Dr. Tupper is Editor in Chief of Canadian Public Administration, the internationally-known journal of the Institute of Public Administration of Canada. He chairs the Centre for Constitutional Studies, an established research institute for the interdisciplinary study of constitutional and human rights issues in Canada and abroad. Dr. Tupper is actively involved in community outreach, public speaking and media relations. He is a frequent commentator on regional and national media. Dr. Tupper has been an instructor at the Banff School of Advanced Management and the Senior Executive Development Program of the Government of Alberta.
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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.004 | 0.001 |
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