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Record W7054570523

Addressing cumulative effects in the context of sustainability and co-governance in Tr'ondëk Hwëch'in traditional territory, Yukon

2022· dissertation· en· W7054570523 on OpenAlexaboutno aff

Bibliographic record

VenueUWSpace (University of Waterloo) · 2022
Typedissertation
Languageen
FieldPhysics and Astronomy
TopicMagnetic confinement fusion research
Canadian institutionsnot available
Fundersnot available
KeywordsCumulative effectsSustainabilityContext (archaeology)IndigenousNexus (standard)General partnershipCorporate governance
DOInot available

Abstract

fetched live from OpenAlex

Cumulative effects and impacts associated with non-renewable resource development are issues of sustainability, with potentially significant implications over broad geographic and temporal scales. In Canada, Indigenous authorities and peoples have consistently raised concern with adverse cumulative effects, which continue to impact their homelands and communities. Despite these circumstances, approaches to addressing cumulative effects continue to struggle with implementing a sustainability agenda and the cumulative effects literature has paid little attention to the specific requirements of addressing cumulative effects in the context of co-governance, or shared decision-making involving Indigenous and non-Indigenous authorities. In light of these gaps in understanding and practice, this research involved a case study of the nexus of cumulative effects and co-governance in the Yukon, northern Canada, including detailed work in partnership with Tr'ondëk Hwëch'in, a First Nation in the Yukon. \nThis research aimed to answer the following question: How can decision-making structures and processes best be designed and used to address the overall cumulative effects of past, existing, and anticipated activities in the context of concern for sustainability and shared authorities involving Indigenous and non-Indigenous decision-makers? I focussed on the governance system established in part through the modern treaty context in the Yukon, looking most closely at non-renewable resource development in Tr'ondëk Hwëch'in traditional territory. I used an integrative literature review and synthesis to establish a consolidated framework of criteria for the development and application of sustainability-based approaches to addressing cumulative effects in a co-governance context, which was grounded in cumulative effects assessment and management, co-governance and natural resource management, and sustainability assessment literatures. I drew on semi-structured interviews, document analysis, and participative engagement to specify and apply this framework to the case context, as well as identify barriers and opportunities. \nThe findings from this research highlight the centrality of evaluating the design and implementation of approaches to cumulative effects and associated governance structures through an approach informed by co-governance and sustainability literatures. The consolidated framework established, specified, and applied here demonstrated that this combined lens can inform criteria to guide evaluation, understandings of the contexts in which cumulative effects approaches are embedded, and the analysis of current approaches to cumulative effects. Co-governance literature identifies key blind spots and underlying assumptions that may otherwise go unnoticed, new ways of understanding long-established criteria, and possibilities for navigating persistent challenges within the cumulative effects literature. Sustainability criteria similarly recognize and address shortcomings of dominant approaches that often fail to emphasize mutually reinforcing contributions to lasting wellbeing. These criteria can inform how cumulative effects literature understands and operationalizes the concept of sustainability. \nThe findings from this research also draw attention to the importance of the governance structures associated with approaches to addressing cumulative effects. They highlight the need to interrogate the ways that relationships between peoples and the world around them are understood and inform systems of governance, as well as how they may be implicitly invoked through the design and implementation of approaches to cumulative effects. These findings apply to both theory and practice. The case study explored here provided preliminary insights into a specific type of governance arrangement, which centres primarily on governance bodies with appointed, independent membership and limited delegated authority, as well as decision-making determined in part by specific Crown and First Nation land designations, as laid out within a modern treaty. These preliminary insights showed the strengths of such governance arrangements in meeting some criteria, such as the recognition of specific First Nation authorities and rights explicitly laid out in the modern treaty. They also showed potential limitations, including limitations in their ability to create space for a more fulsome understanding that encompasses dimensions of Indigenous governance that exist within and outside of a modern treaty and may challenge dominant systems of governance. \nFurther implications for practice were raised by this research. Given the broad range of potential cumulative effects and associated impacts – as well as interactions among impacts – that are of concern in regions such as the Yukon, reliance on single processes such as regional land use planning as the sole avenue through which cumulative effects will be addressed is unwise. This work highlighted the possibilities that may exist for well-integrated and authoritative interim approaches, in particular those that adopt a broader understanding of the possibilities for co-governance arrangements. It also highlighted the need for attention to areas where shifts in practice can contribute to multiple, mutually reinforcing steps towards sustainability objectives across multiple approaches to cumulative effects, acknowledging that efforts to meet criteria within one area can contribute to building or undermining effectiveness in other areas. \nNumerous case-specific areas of success, challenges, and opportunities were identified through this research. The broad implications of these findings highlighted some of the inherent tensions within modern treaties in the Yukon, tensions that pre-dated the signing of the treaties and are tied to core components of the dominant governance system. Possibilities for navigating these tensions through the processes and structures for addressing cumulative effects exist if understandings of key principles laid out within these agreements are allowed to evolve, in particular concerning the concepts of sustainable development, wellbeing, and way of life. If understandings of these concepts are allowed to evolve, if non-Indigenous authorities further undertake the work required to develop capacities for co-governance, and if more ambitious interpretations and applications of sustainability are pursued, then their connections to broader understandings of how best to pursue sustainability and engage with Indigenous systems of governance may be strengthened.

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 machine prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.003
metaresearch head score (Gemma)0.003
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.192
Threshold uncertainty score0.387

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0020.006
Science and technology studies0.0060.010
Scholarly communication0.0070.003
Open science0.0010.004
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0010.000

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 head0.018
GPT teacher head0.261
Teacher spread0.243 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
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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