Modernising Water: Articulating Custom in Water Governance in Australia and East Timor
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
The modernisation of water governance, which can entail resource commoditisation and privatisation, requires the reformation of water allocation institutions. In many parts of the world, such transformations have empowered statutory systems to dominate or marginalise parallel, extant customary systems of water governance. The water policy and management frameworks of Australia and East Timor (Timor-Leste) are at different stages of a modernisation trajectory; yet, both have extant systems of customary governance and so lend themselves to a comparative analysis. This paper describes the institutions and negotiating arenas through which indigenous peoples of these two countries seek to define, increase or influence their access to water, and the legitimacy of their water related values, ethics, and practices. Institutional transformations are compared alongside local efforts to create space for the co-existence of custom while improving the economic standing of Indigenous and local populations and the environmental quality of their territories.
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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 | 0.000 |
| 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 | 0.001 |
| 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