The Shock Doctrine Comes to Canada: Laurentian University’s Insolvency Claim and the Neoliberal Tide
Bibliographic record
Abstract
During the depths of COVID-19, Laurentian University, a small Canadian postsecondary institution located in the mid-sized city of Sudbury Canada, declared that it was insolvent and was legally allowed to terminate one-third of its faculty and cut almost one-half of its academic programmes. This historically unprecedented attack on a Canadian public institution utilized a Federal corporate court process, the Companies’ Creditors Arrangement Act (CCAA), a piece of legislation akin to the US Chapter 11 process. The result of the still-ongoing process saw the university Administration and Board of Governors working against the interests of the community, targeting the arts, Indigenous, Francophone and working-class communities. This article poses the question ‘to whom do universities belong, and at what point does a publicly funded university stop being a collective “social good” – responsible to the society that spawned it – and start being a stand-alone organization that serves private interests?’
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.
How this classification was reachedexpand
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 | 0.001 | 0.001 |
| 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 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".