Is Service-Learning the Kind Face of the Neo-Liberal University?
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
The emergence of service-learning pedagogies in Canada has received a variety of critical responses. Some regard service-learning as a public relations effort of universities and colleges; others see it as a countermovement to academic corporatization; still others consider it part of a wider cultural project to produce self-responsible and socially responsible, enterprising citizens. In this article, we argue that each type of response rests on a different critique of the neo-liberal context of post-secondary education; these critiques, in turn, stem from different conceptions of neo-liberalism: as policy, ideology, or governance (Larner, 2000). Rather than attempt to resolve contradictions among these conceptualizations, we address them as a framework for understanding divergent responses to service-learning. We illustrate the framework with the example of a high-enrolment undergraduate course, and we call for future research and educative engagement with the politics of post-secondary service-learning that is informed by a multi-faceted analysis of neo-liberalism.
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 | 0.001 | 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 | 0.001 | 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