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Record W4389325237 · doi:10.1177/19394225231216231

A Literature Review of Mad Studies as Critical Pedagogy: What is Mad Studies, and How Does it Implicate the Education of Adults?

2023· review· en· W4389325237 on OpenAlexaff
Greg Procknow

Bibliographic record

VenueNew Horizons in Adult Education and Human Resource Development · 2023
Typereview
Languageen
FieldMedicine
TopicEmpathy and Medical Education
Canadian institutionsYork University
Fundersnot available
KeywordsPedagogyCurriculumSociologyPoliticsPsychological resilienceThe artsPsychologyHigher educationPolitical scienceSocial psychologyLaw

Abstract

fetched live from OpenAlex

Students diagnosed with mental illness are progressively composing the makeup of our universities’ student bodies. With more “mad” students making their way into the academy, this has encouraged many in Mad Studies to consider the challenges they confront in pursuing post-secondary studies. The purpose of this structured literature review of the Mad Studies canon is to tease out themes apropos to the education of adults through a critical pedagogy lens. Themal categories were organized around: Mad Studies course development and curriculum, popular culture and arts-based education, contesting the university seeped in sanism, surveilling mad bodies/minds, the university demands resilience, the politics of course instruction/teaching, mad disclosures, educational policy, and threat and risk management. This paper concludes by discussing the glaring voids in the literature and recommendations for future research.

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 machine prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.005
metaresearch head score (Gemma)0.018
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.009
Threshold uncertainty score0.025

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0050.018
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0020.002
Bibliometrics0.0090.012
Science and technology studies0.0010.002
Scholarly communication0.0030.004
Open science0.0010.002
Research integrity0.0020.002
Insufficient payload (model declined to judge)0.0040.001

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 head0.066
GPT teacher head0.454
Teacher spread0.389 · 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

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreReview

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".

Quick stats

Citations3
Published2023
Admission routes1
Has abstractyes

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