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Record W2989583115 · doi:10.1177/2399654419887970

Resisting the mainstreaming of LGBT equalities in Canadian and British Schools: Sex education and trans school friends

2019· article· en· W2989583115 on OpenAlexafffundabout
Catherine J. Nash, Kath Browne

Bibliographic record

VenueEnvironment and Planning C Politics and Space · 2019
Typearticle
Languageen
FieldPsychology
TopicLGBTQ Health, Identity, and Policy
Canadian institutionsBrock University
FundersSocial Sciences and Humanities Research Council of Canada
KeywordsGender studiesIdeologyHeteronormativitySociologyOpposition (politics)CurriculumNonconformityPoliticsLesbianTransgenderCitizenshipHuman sexualityPolitical scienceLawPedagogy

Abstract

fetched live from OpenAlex

It is well established that schools are not neutral sites for gender and sexualities, shaping (often heteronormative) school spaces. This paper augments examinations of the implementation of inclusive school curricula by exploring heteroactivist opposition to lesbian, gay, bisexual and trans (LGBT) equalities in Canadian and British schools. It examines resistances to institution of a revised and updated Health and Physical Education curriculum in Ontario schools in Canada, and in the UK, the use of the Rowe family’s opposition to the presence of trans children in their own child’s classroom. This paper shows that once-invisible heternormativities are now being challenged through LGBT curricula and support for trans students. This creates classrooms as pivotal, geographical, social and political spaces that operate at the juncture of the public/private spaces of the home, public spaces of the neighbourhood and the imagined space of the nation and nation-building citizenship. Oppositional ideologies can no longer be understood through the labels of ‘anti-gay’, ‘homophobic’ or ‘transphobic’, and these oppositions go beyond ‘anti-gender’, such that the term heteroactivism names the activisms and ideologies that seeks to reassert the superiority of monogamous, binary cis-gendered, coupled marriages as best for children and for society. These ideologies are inherently geographical, drawing both on local and individual circumstances, but also transcending national boundaries. We highlight three dominant heteroactivist themes, namely, parental rights, interactions between state/schools/home and gender ideologies. This offers insights into how new sexual and gender rights are contested and resisted in new ways to consider the political, legal and social implications of heteroactivist strategies in schools.

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)0.003
metaresearch head score (Gemma)0.005
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 score0.103
Threshold uncertainty score0.744

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.005
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0030.005
Science and technology studies0.0480.013
Scholarly communication0.0090.002
Open science0.0020.006
Research integrity0.0020.004
Insufficient payload (model declined to judge)0.0060.000

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 head0.015
GPT teacher head0.287
Teacher spread0.273 · 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

Citations47
Published2019
Admission routes3
Has abstractyes

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