Arguing about Indigenous administrative participation in the Whitlam era: A representation theory analysis
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
Abstract In 1974 Prime Minister Gough Whitlam established the Royal Commission on Australian Government Administration (‘the Commission’), appointing HC Coombs as chair. The Commission's brief was ‘to inquire into and report on the administrative organization and services of the Australian Government’ giving particular attention to, among other issues, public servants’ ‘participation in forming policy and making decisions’. From the outset the Commission aligned itself with the view that Aboriginal people were ‘less than proportionately represented in the administration’. The Commission asked CD Rowley to prepare a report on Aboriginal issues. Barrie Dexter, Secretary of the newly established Department of Aboriginal Affairs and Charles Perkins, Assistant Secretary and Arrernte man from Central Australia, both gave evidence to the Commission. The competing ideas on Indigenous administrative participation expressed by Coombs, Rowley, Dexter and Perkins in the course of the Commission will be considered through the lens of representation theory. While all four doubted the capacity of the bureaucracy to provide a meaningful channel for Indigenous representation internally, each argued from a different view of representation. Understanding their positions on how Indigenous people should be represented in public administration, including their assumption that there would also be external Indigenous representation, could shed light on tensions that are still present today.
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 | 0.007 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
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