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Record W2317424606 · doi:10.1093/ahr/117.4.1333

Kenneth M. Cuno and Terence Walz, editors. Race and Slavery in the Middle East: Histories of Trans-Saharan Africans in Nineteenth-Century Egypt, Sudan, and the Ottoman Mediterranean.

2012· article· en· W2317424606 on OpenAlexaboutno aff
Ehud R. Toledano

Bibliographic record

VenueThe American Historical Review · 2012
Typearticle
Languageen
FieldArts and Humanities
TopicHistorical Studies and Socio-cultural Analysis
Canadian institutionsnot available
Fundersnot available
KeywordsScholarshipProclamationMiddle EastHistoryAtlantic WorldAncient historyQuarter (Canadian coin)EthnologyClassicsArchaeologyPolitical scienceLaw

Abstract

fetched live from OpenAlex

The last few years have seen a resurgence of scholarly interest in enslavement. Previous waves of interest centered mostly on slavery in antiquity (biblical times, Greece, Rome) and the modern North Atlantic world, with special emphasis on U.S. plantation bondage in the antebellum South. Later works on the Atlantic world incorporated slavery in Brazil and the Caribbean islands and offered a wide array of comparative studies. The neglect of non-Atlantic systems of enslavement began to be rectified in the last decade or so, reaching full bloom around the bicentennial of the proclamation of the 1807 Abolition Act regarding the Atlantic slave trade. The current cycle of scholarship, thus, seems to accept the notion that going beyond the classical modes of enslavement might provide important insights into one of the most baffling phenomena in human history. This volume, edited by Kenneth M. Cuno and Terence Walz, is part of a growing body of literature on enslavement in non-Atlantic societies and focuses on Egypt, Sudan, and the Ottoman Mediterranean in the nineteenth century. For the growing group of dedicated scholars who have been working for the past quarter-century on the history of enslavement in the Ottoman Middle East and North Africa, this is no doubt a happy occasion.

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)0.002
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: Not applicable
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.010
Threshold uncertainty score0.023

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0020.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0020.005
Science and technology studies0.0020.002
Scholarly communication0.0030.004
Open science0.0010.002
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0070.003

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 head0.044
GPT teacher head0.233
Teacher spread0.188 · 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
GenreReview

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

Citations0
Published2012
Admission routes1
Has abstractyes

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