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Record W2036405532 · doi:10.2113/0120021

Sustainable Development in Nunavut: The Role of Geoscience

2003· article· en· W2036405532 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.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueExploration and Mining Geology · 2003
Typearticle
Languageen
FieldComputer Science
TopicGeochemistry and Geologic Mapping
Canadian institutionsGovernment of Nunavut
FundersUniversity of Warwick
KeywordsGovernment (linguistics)CitationLibrary scienceArchaeologyGeological surveySustainable developmentGeologyPolitical scienceHistoryLaw

Abstract

fetched live from OpenAlex

Research Article| January 01, 2003 Sustainable Development in Nunavut: The Role of Geoscience ROSS L. SHERLOCK; ROSS L. SHERLOCK Canada-Nunavut Geoscience Office, Iqaluit, Nunavut, Canada X0A 0H0 Search for other works by this author on: GSW Google Scholar DAVID J. SCOTT; DAVID J. SCOTT Canada-Nunavut Geoscience Office, Iqaluit, Nunavut, Canada X0A 0H0 *Current address: Geological Survey of Canada, Ottawa, Ontario, K1A 0E8 Search for other works by this author on: GSW Google Scholar GORDON MacKAY; GORDON MacKAY Department of Sustainable Development, Government of Nunavut, Iqaluit, Nunavut, Canada X0A 0H0 Search for other works by this author on: GSW Google Scholar WAYNE JOHNSON WAYNE JOHNSON Nunavut Tunngavik Inc., Cambridge Bay, Nunavut, Canada X0B 0C0 Search for other works by this author on: GSW Google Scholar Author and Article Information ROSS L. SHERLOCK Canada-Nunavut Geoscience Office, Iqaluit, Nunavut, Canada X0A 0H0 DAVID J. SCOTT *Current address: Geological Survey of Canada, Ottawa, Ontario, K1A 0E8 Canada-Nunavut Geoscience Office, Iqaluit, Nunavut, Canada X0A 0H0 GORDON MacKAY Department of Sustainable Development, Government of Nunavut, Iqaluit, Nunavut, Canada X0A 0H0 WAYNE JOHNSON Nunavut Tunngavik Inc., Cambridge Bay, Nunavut, Canada X0B 0C0 Publisher: Canadian Institute of Mining, Metallurgy and Petroleum Received: 03 Dec 2002 Accepted: 14 Apr 2003 First Online: 02 Mar 2017 © 2004 Canadian Institute of Mining, Metallurgy and Petroleum Exploration and Mining Geology (2003) 12 (1-4): 21–30. https://doi.org/10.2113/0120021 Article history Received: 03 Dec 2002 Accepted: 14 Apr 2003 First Online: 02 Mar 2017 Cite View This Citation Add to Citation Manager Share Icon Share Facebook Twitter LinkedIn MailTo Tools Icon Tools Get Permissions Search Site Citation ROSS L. SHERLOCK, DAVID J. SCOTT, GORDON MacKAY, WAYNE JOHNSON; Sustainable Development in Nunavut: The Role of Geoscience. Exploration and Mining Geology 2003;; 12 (1-4): 21–30. doi: https://doi.org/10.2113/0120021 Download citation file: Ris (Zotero) Refmanager EasyBib Bookends Mendeley Papers EndNote RefWorks BibTex toolbar search Search Dropdown Menu toolbar search search input Search input auto suggest filter your search All ContentBy SocietyExploration and Mining Geology Search Advanced Search Abstract The demographics of Nunavut indicate a very young and poorly educated population spread over wide areas in small isolated communities. The current economic sectors will be unable to expand and meet the demands of this emerging workforce. Given the realities of Nunavut, the most promising direction in which the economy may expand is through mineral development. The Nunavut Land Claims Agreement (NLCA) has established the legislative framework for sustainable development in Nunavut through mineral development. The NLCA has transferred ownership for much of Nunavut’s potential mineral resources to beneficiaries of the lands claim. Royalties generated from mining operations on subsurface Inuit-owned lands, and to a lesser extent on Crown land, will flow back to beneficiaries of the lands claim through their administrative company, which may then be invested in the communities. Additional benefits of mineral resource development in Nunavut will be realized through impact and benefit agreements.To realize the benefits from mining operations, Nunavut has to be able to attract and support exploration and development companies through the release of high-quality geoscience data. However, due to Nunavut’s isolation and the expense of conducting geoscience fieldwork, the jurisdiction lags far behind the rest of Canada in terms of quality and quantity of government geoscience. About 70% of the territory is inadequately mapped to attract exploration companies or to make informed land-use decisions. The role of government-funded geoscience in Nunavut is to stimulate exploration and discovery through new framework mapping and focused thematic projects. The timely delivery of high-quality geoscience products will attract exploration companies to Nunavut and further their efforts to discover and develop mineral resources in order that the subsequent benefits of this activity may flow to the beneficiaries of the NLCA as well as all other residents of Nunavut. You do not have access to this content, please speak to your institutional administrator if you feel you should have access.

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)0.001
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: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.729
Threshold uncertainty score0.155

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
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)0.0000.000

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 head0.015
GPT teacher head0.216
Teacher spread0.201 · 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