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Record W7046155101

COLLABORATIVE WATER GOVERNANCE: FOSTERING PARTICIPATION, RELATIONSHIPS, AND RECONCILIATION IN MISTAWASIS NÊHIYAWAK

2022· dissertation· en· W7046155101 on OpenAlexaboutno aff

Bibliographic record

VenueUniversity Library (University of Saskatchewan) · 2022
Typedissertation
Languageen
FieldPhysics and Astronomy
TopicMagnetic confinement fusion research
Canadian institutionsnot available
Fundersnot available
KeywordsCorporate governanceTransformative learningCollaborative governanceIndigenousSustainabilityTraditional knowledgeConstructiveSustainable development
DOInot available

Abstract

fetched live from OpenAlex

In Canada, water governance is confronted with colonial legacies that historically have marginalized and silenced Indigenous water worldviews, knowledge and needs. Alternative water governance frameworks are needed and demanded by Indigenous Peoples to overcome the complex water issues they face. In this dissertation the meaning of water and water governance from Mistawasis Nêhiyawak First Nation (MNFN) water ontologies and epistemologies is explored and the contributions to collaborative water governance approaches in the North Saskatchewan River Watershed (NSRW), Saskatchewan and Canada are discussed. The importance of balancing power relationships in water decision-making and participation by including collaborative approaches as the theoretical and practical framework for water governance is considered. Collaborative water governance as a constructive process is proposed, where hybrid pathways and strong partnerships between rights holders and stakeholders are co-built, and from this perspective, Indigenous water ontologies, epistemologies and self-determination are legitimized in collaborative water governance arrangements. This dissertation documents the collaborative water governance experience lived by MNFN while overcoming water threats affecting their Nation. The Honour the Water Governance Framework co-built with MNFN as a model founded in MNFN identity, knowledge, and self-determination is presented. This framework highlights shared dialogue and complementarity as key elements for holistic and sustainable water governance approaches. Collaborative water governance arrangements built on trustful relationships and aware of Indigenous Knowledge and self-determination may contribute to meaningful processes of reconciliation needed in Canada. Partnerships built between MNFN and water stakeholders in the NSRW opened pathways for honouring water while healing broken relationships and contributing to transformative reconciliation in the practice. The theoretical and methodological approaches used in this dissertation contribute to practices of decolonization in water governance towards building Nation-to-Nation relationships while developing more sustainable water governance approaches.

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.

How this classification was reachedexpand

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 categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.322
Threshold uncertainty score0.946

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 science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.1000.000

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.

Opus teacher head0.010
GPT teacher head0.204
Teacher spread0.194 · 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

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

Study designQualitative
Domainnot available
GenreEmpirical

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".

Quick stats

Citations0
Published2022
Admission routes1
Has abstractyes

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