Surviving Success, Reconciling Resilience: A Critical Analysis of the Appearance of Student âMental Lifeâ at one Canadian University
Bibliographic record
Abstract
This dissertation addresses the university student as a figure of mental health and illness. Drawing on the methods and theories of disability studies, interpretive sociology, critical, feminist and queer theory, as well as hermeneutically oriented phenomenology, my work explores the social production of this student figure or type – variously depicted as ‘ invisible’, ‘maladjusted’, ‘stressed’, ‘difficult’, sensitive’, ‘resilient’, ‘narcissistic’, and extraordinarily ‘ordinary’. This figure is addressed as a means of revealing contradictory understandings of the relationship between success and survival, as this relationship appears in the ordinary daily life of the University of Toronto, Ontario, Canada. The social and historical significance of the contemporary University’s Student Life Programs and Services is analyzed with a view to reveal the Western cultural values and practices which organize consciousness of success as a necessary condition of contemporary existence. Special attention is paid to the cultural production of knowledge concerning university student ‘mental life’, the appearance of which is located at the interstices of colonialism, global health policy, institutional ‘best practices’, cultural mores and folkways, and embodied experiences. I dwell with this appearance as an occasion to engage the materiality of Western mythologies of resilience, and with them the meaning of human agency under neoliberal governance. This engagement examines the productive power of the disciplinary and institutionalized ‘language of mental illness’ through a genealogy of the University of Toronto, a textual analyses of the University’s Student Life Programs and Services literature, and a discursive analysis of open-ended interviews with student services representatives which seeks both to understand and transgress conventional interpretations of the structure of Student Life. I demonstrate how University presentations of student bodies, minds and senses perceived to be lacking in ‘ordinary order’, can be reconceived as sites to reflect on the paramount presence of psychiatric knowledge in interpretations and responses to embodied difference within the university setting. Overall, this dissertation seeks to disrupt unexamined relations to the meaning of student types; and in the process, display how normative relations to the student as a figure of mental health and illness needs is currently and historically organized and socially achieved.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.007 | 0.014 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.005 | 0.005 |
| Science and technology studies | 0.068 | 0.051 |
| Scholarly communication | 0.018 | 0.006 |
| Open science | 0.004 | 0.011 |
| Research integrity | 0.003 | 0.008 |
| Insufficient payload (model declined to judge) | 0.004 | 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 source (direct Gemma or distilled Codex), 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".