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Record W4401945544 · doi:10.1177/14634996241246494

A sovereign grant and a franchised state: Tin mineral supply chains in south Kivu of eastern Democratic Republic of Congo

2024· article· en· W4401945544 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.

fundA Canadian funder is recorded on the work.
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

VenueAnthropological Theory · 2024
Typearticle
Languageen
FieldEngineering
TopicMining and Resource Management
Canadian institutionsnot available
FundersUniversity of Toronto Scarborough
KeywordsSovereigntyDemocracyState (computer science)Political scienceGeographyEconomyPoliticsEconomicsLaw

Abstract

fetched live from OpenAlex

In resource extraction regions, nation-states tend to be depicted as the legal authority sanctioning profitable mining operations in close collaboration with corporate actors in their domestic territories. Especially in post-colonial contexts, corporate sovereignty is the term deployed by anthropologists to depict the acts of power by legally sanctioned corporate actors within a space of negotiation authorised by the state. A problem arises with this framing of sovereignty in contexts where the international norms of liberal democracy and development are violated due to constraints on the domestic authority of the state. In this scenario, the international order imposes itself to restore the authority of the state by governmentalising the security, territory, and market access of the state. Through ethnographic and field survey research in south Kivu of eastern Congo, I argue that the restoration and extension of state authority is a grant given to the state on condition of the responsible exercise of norms and practices of international markets. The tin, tantalum and tungsten (3T) mineral supply chain in south Kivu are an example of such a grant extended by international market actors and their related resource policy regimes to strengthen the state by franchising its apparatuses through practical mechanisms and discourse aimed at implementing traceability of so-called conflict minerals. Here, sovereignty is a position that is made by international market rule delivered through infrastructure in the form of 3T-mineral supply chains that franchise the state with the aim of optimising its fiscal reach and penetration among upstream mineral producers in south Kivu.

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: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.642
Threshold uncertainty score0.388

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
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 head0.013
GPT teacher head0.232
Teacher spread0.219 · 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