The privatisation of Australian electricity: Claims, myths and facts
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 Australia has one of the most ‘liberalised’ electricity sectors in the world. The sale of government-owned electricity companies has contributed to that liberalisation and a quarter of the proceeds of one of the world’s largest privatisation programmes. In 2014, the state governments of New South Wales and Queensland announced further electricity privatisations if re-elected. Advocates claim private ownership will mean more productive investment, lower costs leading to more efficient operations, lower prices for all consumers and better market functioning without government interference. Opponents contend that the true value of government businesses is not being realised at sale, retention can achieve returns greater than those from a sale, and that follow sale, prices will rise and jobs will be lost. This article demonstrates that the claims of either lower or higher prices, of job losses and of more efficient operations are tantamount to being myths of privatisation not borne out by reality.
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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| 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