Constitutional Incongruence: Explaining the Failure of the Council of the Australian Federation
Bibliographic record
Abstract
Abstract The establishment and rise of the Council of Australian Governments (COAG) is, on balance, a story of the successful development of an executive-based institution for cooperative governance in the Australian federal system. By contrast, the Council of the Australian Federation (CAF), created in 2006 as a forum for interstate co-operation and policy development, has been far less effective. This article explores the reasons behind CAF's difficulties after a very short-lived initial impact. Integral to this account is the significance of Canadian experience of horizontal intergovernmental relations, which directly inspired the Australian Premiers to found CAF. The numerous indications of political congruence – some temporary, others systemic – between the Canadian and Australian settings obscured a deeper constitutional incongruence between the two jurisdictions and this is fundamental to appreciating CAF's failure as a transplant. CAF's ability to operate effectively as a significant institution was inevitably constrained by the parameters of the Australian federal system that its establishment was, in many ways, seeking to transcend.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.032 | 0.046 |
| Meta-epidemiology (narrow) | 0.000 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.003 | 0.002 |
| Science and technology studies | 0.024 | 0.045 |
| Scholarly communication | 0.009 | 0.006 |
| Open science | 0.003 | 0.007 |
| Research integrity | 0.009 | 0.010 |
| Insufficient payload (model declined to judge) | 0.004 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".