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Record W2000296889 · doi:10.1080/02582473.2012.661449

The African National Congress in the Western Transvaal/Northern Cape Platteland, c. 1910–1964: Patterns of Diffusion and Support for Congress in a Rural Setting

2012· article· en· W2000296889 on OpenAlexaboutno aff
Andrew Manson, Bernard Mbenga

Bibliographic record

VenueSouth African Historical Journal · 2012
Typearticle
Languageen
FieldSocial Sciences
TopicSouth African History and Culture
Canadian institutionsnot available
Fundersnot available
KeywordsCapeGeographyDiffusionArchaeology

Abstract

fetched live from OpenAlex

This article examines the nature and trajectory of ANC engagement with the predominantly rural inhabitants of the former western Transvaal/northern Cape, the region of the present-day North-West province. Even before the formal launching of the ANC, a number of influential figures in the region, in particular members of the Molema family in Mafikeng, provided an intellectual framework for the founding of an African nationalist movement. From its inception then the organisation gained significant support in the rural districts, both because the Molema's were an important chiefly family, and because the Batswana rural elites saw in the ANC an instrument for countering the impact of the 1913 Native Land Act. In the 1920s the ANC was able to sustain its initial success by the formation of ANC branches in most of the small dorps (towns) in the western Transvaal platteland. By the end of the decade however, the ANC's influence waned, and the South African Communist Party and the Industrial and Commercial Workers' Union of Africa (ICU), were able to mobilise African political opinion and activity more effectively. The situation began to change in the 1950s as the state began increasingly to direct its attention to controlling the lives of rural Africans and taking control of traditional authorities. The 1957 ‘Hurutshe Revolt’ was the catalyst for a wider regional resistance to the carrying of passes for women specifically, and state intervention in general. The article traces the genesis of this resistance, and through the recent availability of source materials, the role of the ANC in the affair. Support for the ANC quickened after this, and the Zeerust became to key to ANC strategy as the period of exile began.

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)0.005
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 score0.157
Threshold uncertainty score0.312

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.005
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.003
Science and technology studies0.0030.002
Scholarly communication0.0020.001
Open science0.0010.001
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0070.000

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 head0.021
GPT teacher head0.265
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 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

Citations2
Published2012
Admission routes1
Has abstractyes

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