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Record W7028873393

A History of Debates Over Trans Women’s Inclusion in Elite Sport and Trans Athlete Activism in Canada

2022· dissertation· en· W7028873393 on OpenAlexaboutno aff

Bibliographic record

VenueQSpace (Queen's University Library) · 2022
Typedissertation
Languageen
FieldNeuroscience
TopicAesthetic Perception and Analysis
Canadian institutionsnot available
Fundersnot available
KeywordsInclusion (mineral)EliteNewspaperAthletesMythologyInclusion–exclusion principleBinary oppositionFocus (optics)
DOInot available

Abstract

fetched live from OpenAlex

Since Renée Richards became the first known trans woman to compete in a sport event (tennis) in 1976, trans women’s inclusion has been a contentious issue in sport. This dissertation project pieces together a (not the) history of debates over trans women’s inclusion in sport, with a focus on the activism of trans athletes in Canada. The project has been influenced by Foucault’s archeological and genealogical forms of historical analysis, transfeminist theories, and trans studies scholarship. As evidence, I draw on a wide range of primary sources, produced between 1976 and 2022, related to trans athletes in sport including print and online English Canadian newspaper and magazine articles, autobiographies, blog posts, documentaries, interviews, podcasts, written court decisions, and policies, guidelines from sport organizations. This research demonstrates that arguments against the inclusion of trans women athletes are shaped by sexist, transmisogynist, and racist myths and by discourses through which understandings of sex, gender, transness are created. In particular, I focus on scientific and popular discourses about testosterone and athletic performance. Grounded by transfeminist theories and methodologies, this dissertation aims to shift the themes of analysis and the interpretations of trans inclusion in the sport studies literature. My analysis does not centre on trans women’s embodiment or forms of gender expression. Trans women athletes do not appear in this study as tropes who reinforce female inferiority or the gender binary in sport or elsewhere. I argue that trans athletes have been active agents of resistance and change, confronting their critics, engaging in activism, and producing discursive (e.g., policies, guidelines) and material (e.g., access to fields, rinks, tracks, coaches, equipment) changes for trans people in sport. Their resistance and activism have been key to making possible the increasingly trans inclusive and gender expansive sporting environments that we see today in Canada.

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)0.007
metaresearch head score (Gemma)0.011
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.241
Threshold uncertainty score0.880

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0070.011
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0040.010
Science and technology studies0.0800.042
Scholarly communication0.0180.005
Open science0.0030.009
Research integrity0.0050.009
Insufficient payload (model declined to judge)0.0070.000

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 head0.006
GPT teacher head0.184
Teacher spread0.178 · 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 designQualitative
Domainnot available
GenreEmpirical

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

Citations0
Published2022
Admission routes1
Has abstractyes

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