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Record W2936861807 · doi:10.3390/w11040809

Whose Rules? A Water Justice Critique of the OECD’s 12 Principles on Water Governance

2019· article· en· W2936861807 on OpenAlex

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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueWater · 2019
Typearticle
Languageen
FieldSocial Sciences
TopicWater Governance and Infrastructure
Canadian institutionsUniversity of Guelph
FundersAustralian Government
KeywordsIndigenousCorporate governanceHuman rightsPolitical scienceReinterpretationEconomic JusticePublic administrationSociologyEnvironmental ethicsPolitical economyLawEconomicsEcologyManagement

Abstract

fetched live from OpenAlex

The article constructively critiques the Organization for Economic Cooperation and Development’s (OECD) 12 Principles on Water Governance (the OECD Principles). The human rights standard, the United Nations Declaration on the Rights of Indigenous Peoples (UNDRIP), provided the foundation for conceptualizing Indigenous water rights. The analysis used a modification of Zwarteveen and Boelens’ 2014 framework of the four echelons of water contestation. The analysis indicates that the OECD Principles assume state authority over water governance, make invisible Indigenous peoples’ own water governance systems and perpetuate the discourses of water colonialism. Drawing on Indigenous peoples’ water declarations, the Anishinaabe ‘Seven Grandfathers’ as water governance principles and Haudenosaunee examples, we demonstrate that the OECD Principles privilege certain understandings of water over others, reinforcing the dominant discourses of water as a resource and water governance based on extractive relationships with water. Reconciling the OECD Principles with UNDRIP’s human rights standard promotes Indigenous water justice. One option is to develop a reinterpretation of the OECD Principles. A second, potentially more substantive option is to review and reform the OECD Principles. A reform might consider adding a new dimension, ‘water justice,’ to the OECD Principles. Before reinterpretation or reform can occur, broader input is needed, and inclusion of Indigenous peoples into that process.

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 imitation

Not 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.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.443
Threshold uncertainty score0.998

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0030.002

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.

Opus teacher head0.012
GPT teacher head0.253
Teacher spread0.240 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it