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Record W4387860591 · doi:10.18357/ghr12202321357

“Alone it’s tough, TOGETHER IT’S EASY": Hedesthia, Aotearoa New Zealand’s First Trans Organisation, 1972-1990

2023· article· en· W4387860591 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.

venuePublished in a venue whose home country is Canada.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueThe Graduate History Review · 2023
Typearticle
Languageen
FieldSocial Sciences
TopicSex work and related issues
Canadian institutionsnot available
Fundersnot available
KeywordsAotearoaGender studiesPoliticsMiddle classSociologyWhite (mutation)Social transformationPolitical sciencePublic relationsSocial changeLaw

Abstract

fetched live from OpenAlex


 
 
 
 Founded in 1972, Hedesthia was a social, support, and advocacy group for transvestites and transsexuals - the first organisation of its kind in Aotearoa New Zealand. Hedesthia provided support to its members through monthly meetings, a bi-monthly newsletter, and various other services which included hot-line counselling and a lending library. For many members, Hedesthia and its o-shoot group, TransFormation, were lifelines in a world that could be intensely hostile to trans people. Pathbreaking in their trans activism, Hedesthia and TransFormation’s leaders diligently advocated for trans issues in their local communities. Yet Hedesthia also cultivated a transnormative politics of respectability. Largely middle-class and white, Hedesthia's leaders worked hard to define their members as ‘normal’ and acceptable, and in the process denigrated Māori and Pasifika trans sex workers.
 
 
 

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)0.002
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Commentary · Consensus signal: none
Teacher disagreement score0.707
Threshold uncertainty score0.998

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0040.005

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 head0.103
GPT teacher head0.310
Teacher spread0.208 · 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