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Record W7025373529

“Why would you release fish into a body of water that can’t sustain them?” A community-based experience on the environmental health impacts of hydro dams in O-Pipon-Na-Piwin Cree Nation, Manitoba

2023· dissertation· en· W7025373529 on OpenAlexaboutno aff

Bibliographic record

VenueMspace (University of Manitoba) · 2023
Typedissertation
Languageen
FieldSocial Sciences
TopicHydropower, Displacement, Environmental Impact
Canadian institutionsnot available
Fundersnot available
KeywordsHydroelectricityIndigenousFishingWater qualityQualitative researchTraditional knowledge
DOInot available

Abstract

fetched live from OpenAlex

This project emerged as an opportunity to document Indigenous knowledge and strength-based solutions to address the environmental and health impacts of hydroelectric dam projects in the O-Pipon-Na-Piwin Cree Nation. As documented in the pages that follow, Hydro dams adversely affected local food production in these communities in particular traditional hunting and trapping grounds, fisheries were devasted, water quality was impaired, and shorelines were eroded. Members of OPCN have shared stories and narratives about the ways they have experienced the health impacts of hydro dams such as diabetes, cancer, heart attacks and skin diseases that emerged when hydroelectric projects entered the OPCN territory. This thesis was a collaborative research with a hydroelectric dam-impacted community, OPCN. The research objective was to provide an opportunity for the O-Pipon-Na-Piwin Cree Nation (OPCN) community members to document their hydro dam experiences. The research aimed to understand the spatial temporal implications of hydroelectric dam projects in Northern Cree communities before and after hydroelectric dam operations, and how communities experienced the changes in their environment. The research used qualitative research methods to achieve the research goals. Qualitative methods are used here as narrative-based methods and in this thesis, they were undertaken through interviews with Elders, Knowledge Keepers and Users, Fishers, Hunters and Trappers in OPCN. According to OPCN community members' experiences, the cumulative impacts of hydroelectric dams’ increased health and well-being problems. These cumulative impacts have been voiced by the OPCN community through different platforms such as social media, newspapers, conferences and recently at the United Nations Permanent Forum on Indigenous Issues (UNPFII) held on the 17th of April up to the 28th of April 2023 in New York, USA. The 2023 UNPFII theme was focused on “Indigenous Peoples, human health, planetary and territorial health and climate change: a rights-based approach.” (Cultural Survival, 2023). This thesis will document community experience and perspectives on the environmental health impacts of hydroelectric dams and present the impacts to non-community members, and decision-makers including governments, and it will highlight collective solutions used to address such impacts. The maps in this thesis will help communities to understand the changes brought by hydroelectric dam projects on the environment such as changes in land use and flooding. Location-based narratives presented in ArcGIS Storymaps (A web-based digital platform that integrates text, pictures, videos, audio, maps and legends to help users explore the content (Esri Documentation, n.d.)) will help non-community members understand community members' experiences. This thesis is part of a larger, Indigenous-led project, Wa Ni Ska Tan Alliance of Hydro-Impacted Communities, and Kitatipithimak Mithwayawin which are working to increase awareness of hydro impacts.

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.487
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0010.001
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0000.000

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 head0.030
GPT teacher head0.312
Teacher spread0.282 · 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
Published2023
Admission routes1
Has abstractyes

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