A Pseudo Calabresian Sunset Down Under: The Anachronism of Disqualifying Australian Members of Parliament for Holding a Foreign Citizenship
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
In October 2017, the High Court of Australia (“HCA”) decided Re Canavan now known as the Citizenship Seven case. Six months later, in May 2018, the HCA decided Re Gallagher. Both cases debated whether particular Members of Parliament are incapable of sitting by reason of dual citizenship. Unlike the United States and Canada, Australia interprets its constitution as barring members of Parliament from holding foreign citizenship. This constitutional crisis is likely to be enlivened after every federal election, with new members entering the Senate and the House of Representatives in the Australian Parliament. Legislators have failed to reform the law due to the onerous requirement of holding referenda to repeal the relevant sections of the Constitution, notwithstanding calls for constitutional reform.
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 | 0.003 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.003 | 0.003 |
| Science and technology studies | 0.000 | 0.002 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.006 | 0.002 |
| Research integrity | 0.001 | 0.002 |
| 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