The practice of accountability in questioning prime ministers: Comparative evidence from Australia, Canada, Ireland, and the United Kingdom
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
This paper compares the practice of holding prime ministers to account in four case studies: Australia, Canada, Ireland, and the United Kingdom. Using text analysis, as well as research on prime ministerial responsibilities, it investigates oral questions asked in parliamentary procedures where prime ministers are questioned together with ministers (Question Period in Canada and Question Time in Australia) versus procedures where they are questioned individually (PMQs in the United Kingdom and Oral Questions to the Taoiseach in Ireland), and explores the degree to which they are questioned for matters that are within their remit. It argues that the practice of prime ministerial accountability is decisively shaped by procedural features such as whether written notice is required for questions, as well as by the broader role of the questioning mechanism in the political system, and less by the collective or individualised nature of questioning.
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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 | 0.001 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| 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