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Record W1555302903 · doi:10.1080/00083968.2013.832628

Ripple effects: the groundnut scheme failure and railway planning for colonial development in Tanganyika, 1947–1952

2013· article· en· W1555302903 on OpenAlexvenueno aff
Michelle Bourbonniere

Bibliographic record

VenueCanadian Journal of African Studies / Revue canadienne des études africaines · 2013
Typearticle
Languageen
FieldSocial Sciences
TopicGlobal Maritime and Colonial Histories
Canadian institutionsnot available
Fundersnot available
KeywordsDemiseColonialismCivil servantsWelfareScheme (mathematics)Scale (ratio)Political scienceEconomic growthPublic administrationHistoryPolitical economyDevelopment economicsSociologyLawGeographyEconomicsPoliticsCartography

Abstract

fetched live from OpenAlex

While the reasons for the failure of the groundnut scheme are well understood, its effects on colonial development in Tanganyika are not. Drawing from the voluminous paper trail that development planning leaves in its wake, this paper traces the effects of the groundnut scheme demise on a contemporaneous plan to build a railway across Tanganyika to the Northern Rhodesian copperbelt. Tensions arose among the railway planners – civil servants, politicians, and consultants from Britain, Africa, and the United States – when, midway through the planning process, the scale of the groundnut scheme collapse became public. I demonstrate how this revealing crisis prompted planners to eschew the project's production-oriented impetus and embrace a welfare-oriented conclusion. By demonstrating the interlinked nature of development projects, this paper proposes a new angle for studying the history of development in an era characterised by the rapid proliferation of projects.

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)0.000
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.264
Threshold uncertainty score0.526

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0040.004
Scholarly communication0.0020.001
Open science0.0000.002
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0040.000

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 head0.023
GPT teacher head0.249
Teacher spread0.226 · 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 designNot applicable
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

Citations16
Published2013
Admission routes1
Has abstractyes

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Same venueCanadian Journal of African Studies / Revue canadienne des études africainesSame topicGlobal Maritime and Colonial HistoriesFrench-language works237,207