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Record W2624321800 · doi:10.1017/s0021853716000608

THE NATIVE VILLAGE DEBATE IN PIETERMARITZBURG, 1848–1925: REVISITING THE ‘SANITATION SYNDROME’

2017· article· en· W2624321800 on OpenAlexaff
Marc Epprecht

Bibliographic record

VenueThe Journal of African History · 2017
Typearticle
Languageen
FieldSocial Sciences
TopicSouth African History and Culture
Canadian institutionsQueen's University
Fundersnot available
KeywordsSanitationContext (archaeology)RacismSociologyGender studiesModernization theoryPolitical scienceHistoryLawArchaeology

Abstract

fetched live from OpenAlex

Abstract This article examines the history of debates around the creation of a ‘native village’ in Pietermaritzburg culminating in the construction of the city's first formal township. This, and the decision to locate the new township next to the city's main dump, have commonly been interpreted to corroborate Maynard Swanson's influential concept of the ‘sanitation syndrome’. Swanson first coined that term to explain the origins of racial segregation in Durban, but it struck a chord very widely, not only because it problematized science as metaphorical, but also because it shifted responsibility for the antecedents of apartheid onto urban, self-styled progressive English-speaking officials and voters. From the Pietermaritzburg evidence, however, I argue that the concept ‘sanitation syndrome’ now unhelpfully elides or oversimplifies a complex history. I thus question its continued utility as a critique of cultural racism within liberal or modernization discourses in the wider contemporary regional context.

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)0.001
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 score0.022
Threshold uncertainty score0.059

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0080.018
Scholarly communication0.0030.002
Open science0.0000.003
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0030.000

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 head0.028
GPT teacher head0.273
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

Citations19
Published2017
Admission routes1
Has abstractyes

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