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

 
 
 
 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 imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.004 | 0.005 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it