Reflections on the Academic Milieu of Media Studies
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
This essay draws on one of Foucault’s lectures to discuss his concept of the "milieu" in order to transport this concept into an analysis of the academic milieu of media studies. By linking the milieu as a problem of circulation to his analysis of the neoliberal concept of “human capital,” I import a Foucaultian perspective on governmentality into liberal arts education, communication studies, and the knowledge economy. From this perspective, power operates within the conduct of academic conduct by normalizing and maximizing the production and dissemination of knowledge that can be "transferred" or "mobilized." Drawing on a series of examples from universities in Toronto, my analysis shows how events and elements of media studies have become complicit in neoliberal discourse. Given the harmonization of the network university’s internal research priorities and the external government funding priorities for public/private research networks and academic/government/industry internetworking, I conclude that the academic milieu is being regulated so that academic career time in communication studies becomes formative of “human capital.” Our curricular control and the academic freedom to do critical media studies is conditional upon the academic milieu which bears upon all who work within it.
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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.002 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 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