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Record W7017800380

Canada’s Role in the Global Political Economy of Critical Minerals: A Critical Approach to Geopolitics, Resource-making, and Statecraft

2024· other· en· W7017800380 on OpenAlexfundaboutno aff

Bibliographic record

VenueDurham e-Theses (Durham University) · 2024
Typeother
Languageen
Field
Topic
Canadian institutionsnot available
FundersNatural Resources CanadaGlobal Affairs Canada
KeywordsSituatedFraming (construction)Critical theoryPoliticsResource (disambiguation)IndigenousValue (mathematics)Critical mass (sociodynamics)
DOInot available

Abstract

fetched live from OpenAlex

Access to critical minerals is increasingly a point of discussion and action with respect to low-carbon energy transitions and national security priorities (IRENA 2024). This research critically investigates how Canada is positioning itself within an evolving global political economy as a preferred partner and choice supplier of critical minerals through provincial, territorial, and federal strategies. I employ conceptual understandings of resource-making, constituted by discursive and representational techniques (Li 2014), alongside state-making, wherein practices of knowledge production and statecraft enact and render the state coherent (Zhou 2022). Using a methodological approach which combines document analyses and interviews with expert stakeholders, the research identifies intersecting discourses of criticality, urgency, potentiality, security, and responsibility which shape resource becoming and state-making processes (Valdivia et al. 2022). Situated at the productive intersection of critical resource geographies and critical geopolitics, I demonstrate the value of examining Canadian critical mineral strategies through a ‘more-than-mining approach’. Rather than just extraction making possible minerals’ ‘work in the world’, certain resources are constructed as ‘critical’, valuable, and useful through spatio-temporally specific appraisals. A second facet of the framing is its illumination of alternatives along supply chains. Through critical analyses of domestic and extra-territorial initiatives of statecraft, I argue that different ways of knowing and interacting with resources can be made possible. Significant contributions are therefore made by delineating the intersections of derisking and Indigenous communities’ economic participation in critical mineral projects, and resource diplomacy activities where bilateral partnerships support innovations to develop circular economies for critical mineral supply chains. I thus extend the value of critical approaches to statecraft, geological and economic potential, and discourses of security and responsibility as geopolitical concerns which shape how Canada positions itself as a “global supplier of choice” and a “leading mining nation” (NRCan 2022; Mines Canada 2020).

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)0.006
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.160
Threshold uncertainty score0.975

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.006
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0030.006
Science and technology studies0.0330.036
Scholarly communication0.0180.005
Open science0.0020.005
Research integrity0.0020.004
Insufficient payload (model declined to judge)0.0050.000

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 head0.260
Teacher spread0.245 · 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 designTheoretical or conceptual
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
Published2024
Admission routes2
Has abstractyes

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