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Record W2254983641 · doi:10.14288/1.0167712

British Columbia copper mining development : a sixty-year economic and political retrospective

2015· article· en· W2254983641 on OpenAlexaboutno aff
Jacqueline L. Nelsen

Bibliographic record

VenuecIRcle (University of British Columbia) · 2015
Typearticle
Languageen
FieldEngineering
TopicMining and Resource Management
Canadian institutionsnot available
Fundersnot available
KeywordsPoliticsPolitical scienceCopper miningHistoryEconomic historyEconomic growthCopperEconomicsLawMetallurgy

Abstract

fetched live from OpenAlex

Mining is a significant economic driver in British Columbia (BC). There has been a long history of copper mining in BC and with a strong forecasted global demand for copper it remains an important socio-economic opportunity. In the last 15 years, only one copper project has progressed beyond the federal-provincial review system to proceed into production. Why has it been so difficult for such new mines to be built in BC? A conceptual framework of political ecology is used to determine the relationship between factors, actors and sectors in order to characterize their influence on mine development in BC between 1952 and 2014. The dissertation is organized in two parts: first, an analysis of economic, social and technological; and, (Part 2) political analysis. Part 2 analyzes seven current copper projects to determine their quality and economic viability. It analyzes the political factors, actors and sectors that are shown to have significantly influenced the development of mineral policy and regulatory frameworks in BC. This analysis showed that political, economic, social and technological forces (political parties, commodity prices, operating and capital cost inflation, environmental regulations, land access issues, environmental and social movements, and a change in voter values) have driven miners to restart or expand old mines rather than build new ones. It considers the potential consequences of what ultimately could result in a punitive cycle of discovery drought. In addition, factors, and actors need to come together in order for such large, low-grade deposits to be built in BC. Building a mine in the current climate is shown to be far more complex and regulated than at the height of BC mining development when Premier W.A.C. Bennett (1952-1972) was in power. The research demonstrates that significant development issues relate in particular to: First Nation land claims; the environmental movement and protected areas; regulatory duplication and inconsistencies; and provincial, federal and international relations that hinder mine development in BC. Overall, highlighting the decline in BC’s copper industry as being a political-economic issue opens up discussion and debate on how to resurrect the industry and how to make it sustainable for future generations.

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)0.001
metaresearch head score (Gemma)0.004
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.043
Threshold uncertainty score0.309

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0040.012
Science and technology studies0.0080.002
Scholarly communication0.0060.001
Open science0.0010.001
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0070.001

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 head0.008
GPT teacher head0.158
Teacher spread0.150 · 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 designObservational
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

Citations1
Published2015
Admission routes1
Has abstractyes

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