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Record W4378983613 · doi:10.1080/02671522.2023.2219677

Mad student organizing and the growth of Mad Studies in Canada

2023· article· en· W4378983613 on OpenAlex

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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueResearch Papers in Education · 2023
Typearticle
Languageen
FieldHealth Professions
TopicMental Health and Patient Involvement
Canadian institutionsYork University
Fundersnot available
KeywordsGrassrootsScholarshipMental healthUnpackingSociologyPerspective (graphical)Field (mathematics)Social activismPedagogyPublic relationsPsychologyPolitical scienceGender studiesPoliticsLaw

Abstract

fetched live from OpenAlex

How might those of us located within post-secondary institutions support students who have experience of the mental health system in a meaningful way? Drawing on scholarship in social movement studies and a case study in Ontario, Canada, I distinguish between the prevailing mental health and wellness offerings of educational institutions and distinct forms of grassroots organising led by and for mad-identified students. This paper reflects on my past engagement with mad student intra-university organising in Ontario. Sifting through archival materials, personal writing and correspondence, I contemplate how my involvement as a past organiser in a radical student-run peer support and advocacy group has shaped and informed my scholarship within the field of Mad Studies. Connections are made between the activist knowledge-practices fostered within mad student groups and the growth of Mad Studies in Canada. Building from social movement studies, I argue for supporting and engaging in activism alongside politicised students who are organising on campuses to confront inequitable social relations, on their own terms. Doing so requires critically unpacking white dominant hegemonic ways of thinking about what constitutes ‘mental health and wellness’ from a student perspective.

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 imitation

Not 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.

metaresearch head score (Codex)0.004
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.421
Threshold uncertainty score0.627

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0040.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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.

Opus teacher head0.421
GPT teacher head0.582
Teacher spread0.161 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it