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Record W2333765156 · doi:10.1017/s0147547914000106

“Christianity, Commerce and Civilization”: Child Labor and the Basel Mission in Colonial Ghana, 1855–1914

2014· article· en· W2333765156 on OpenAlexaff
Catherine Koonar

Bibliographic record

VenueInternational Labor and Working-Class History · 2014
Typearticle
Languageen
FieldSocial Sciences
TopicColonialism, slavery, and trade
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsColonialismHistoriographyCivilizationNarrativePatriarchyLabor historyHistoryAgrarian societyGender studiesSociologyPolitical sciencePolitical economyLabor relationsLawArchaeologyArt

Abstract

fetched live from OpenAlex

Abstract Focusing specifically on colonial Ghana between 1855 and 1914, this article aims to situate the history of child labor in colonial Africa within the larger historiography of African labor history. Relying primarily on the records of the Basel Mission, this article complicates the narrative of labor history by studying how the mission acquired and sustained the labor of children and youth at various mission stations as part of the greater “missionary project.” This article argues that childhood in colonial Ghana can be viewed as a site of contestation between the competing interests of patriarchy, race, and colonial and missionary authority, in which the labor of children was used to achieve a larger degree of control and influence in the region.

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: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.056
Threshold uncertainty score0.111

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.002
Science and technology studies0.0030.007
Scholarly communication0.0010.001
Open science0.0000.001
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 head0.014
GPT teacher head0.255
Teacher spread0.241 · 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 designQualitative
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

Citations5
Published2014
Admission routes1
Has abstractyes

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