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Record W2221546024

Impact and Benefit Agreements and the Political Ecology of Mineral Development in Nunavut

2006· dissertation· en· W2221546024 on OpenAlex
Michael Hitch

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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueUWSpace (University of Waterloo) · 2006
Typedissertation
Languageen
FieldHealth Professions
TopicIndigenous Studies and Ecology
Canadian institutionsnot available
Fundersnot available
KeywordsPoliticsPolitical ecologyEcologyGeographyPolitical scienceEnvironmental planningNatural resource economicsBiologyEconomicsLaw
DOInot available

Abstract

fetched live from OpenAlex

Mining has been a major economic activity in the Canadian Arctic for the last century. It has made a valuable contribution to the development of this fragile economy and to the living standards of its inhabitants. The benefits include jobs and income, tax revenues and the social programs they finance, foreign exchange earnings, frontier development, support for local infrastructure, and economic diversification into a broad range of activities beyond the life of the mine. These benefits emerge as the result of activities and influences of several actors that exercise differing degrees of power, whether coercive or exchange by nature. These benefits, however, do not come without costs, particularly to Northern peoples who have suffered historically from the inequitable distribution of resources benefits and inevitable, adverse socio-cultural and biophysical impacts of rapid resource development. <br /><br /> Impact and Benefit Agreements (IBAs) are a mandatory aspect of the Nunavut Land Claims Agreement. Proponents wishing to develop natural resources on Inuit-owned land are required to negotiate and complete an IBA with the Regional Inuit Organization. These agreements have evolved from simple socio-economic contracts, to multiparty assemblages of agreements designed to promote sustainability beyond the operating life of the mine. <br /><br /> A political ecology approach was taken. Using this approach, it was determined that the distribution of decision-making power appears to be unequal and largely confined to the Industrial and Regional Inuit Association actors. As a result, other affected interests were marginalized in the process including members of the local community, environmental and other non-governmental organizations, and federal, territorial and hamlet government actors. <br /><br /> Nevertheless, the use of IBAs signal a recognition on the part of all stakeholders that historic mining practices are no longer acceptable and that it is now necessary to move towards a more equitable and sustainable approach to mineral development. <br /><br /> In order to answer the question of an IBA's usefulness as a tool of sustainability, a set of sustainable mining criteria was developed and used to assess whether, in fact, the agreement could be used to promote a more sustainable path to mining development in the North. After the application of the criteria to IBAs in general and to one case study in particular, which fell under the Nunavut Land Claims Agreement, it was discovered that the IBA instrument is limited in its utility—at least in terms of its current structure. However, in conjunction with other agreements and review processes, the IBAs utility as a tool of sustainability may be enhanced. <br /><br /> By the Nunavut Land Claims Agreement's very nature, decision-making ability on behalf of the community is restricted to the Kitikmeot Inuit Association that only represents the interests of beneficiaries of the Nunavut Land Claims Agreement and the industrial proponent. Opportunities for broader community (non-beneficiaries) input appear limited, thus restricting the usefulness of IBAs as a tool of community sustainability, at least until this weakness is addressed. Moreover, on a broader level of analysis, it should also be noted that the IBAs still are designed to operate within the global, liberal, capitalist system which itself leads to power imbalances. Nevertheless, it should be noted that IBAs signal a recognition on the part of all stakeholders, that historic mining practices are no longer acceptable and that it is now necessary to move towards a more equitable and sustainable approach to mineral development.

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 categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.645
Threshold uncertainty score0.704

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
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 head0.013
GPT teacher head0.282
Teacher spread0.269 · 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