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Record W1582146045 · doi:10.1111/lsi.12040

“Native Courts” and the Limits of the Law in Colonial Sudan: Ambiguity as Strategy

2013· article· en· W1582146045 on OpenAlexaff
Jeffrey Sachs

Bibliographic record

VenueLaw & Social Inquiry · 2013
Typearticle
Languageen
FieldSocial Sciences
TopicAfrican history and culture analysis
Canadian institutionsMcGill University
Fundersnot available
KeywordsAmbiguityColonialismSovereigntyIgnoranceLawPolitical scienceGovernment (linguistics)State (computer science)DiscretionFlexibility (engineering)ExpansiveMagistrateSociologyEconomicsPoliticsManagement

Abstract

fetched live from OpenAlex

This article offers a way of thinking about colonial-era legal reform that departs from traditional narratives by highlighting the importance of legal ambiguity in state building projects. Following the establishment of “Native Administration” in the Sudan in the early 1920s, the British colonial government conferred expansive judicial and administrative powers on tribal sheikhs andnazirs(chiefs), while at the same time discouraging many attempts to formalize or standardize those powers, preferring instead that they remain informal and undefined. This policy, which I term “strategic ambiguity,” emerged out of a belief that tribal leaders would be more effective if they possessed maximum discretion and judicial flexibility, even though the result was a colonial government woefully ill-informed about much of its own judicial system. These findings point to a way of thinking about colonial-era legal reform in which governmental ignorance was actually productive of sovereignty, and not an obstacle to it.

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)0.005
metaresearch head score (Gemma)0.007
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 score0.024
Threshold uncertainty score0.079

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0050.007
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.002
Science and technology studies0.0120.043
Scholarly communication0.0110.006
Open science0.0010.007
Research integrity0.0010.003
Insufficient payload (model declined to judge)0.0010.000

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 head0.046
GPT teacher head0.328
Teacher spread0.282 · 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

Citations8
Published2013
Admission routes1
Has abstractyes

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