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Record W6996574255

Slavery And Freedom On The Fringes Of France: Historical Archaeology At Habitation La Caroline, French Guiana

2021· article· en· W6996574255 on OpenAlexaboutno aff

Bibliographic record

VenueScholarlyCommons (University of Pennsylvania) · 2021
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicPlant Reproductive Biology
Canadian institutionsnot available
Fundersnot available
KeywordsColonialismHistorical archaeologyExcavationArtifact (error)Settlement (finance)TourismDiasporaEthnographyQuarter (Canadian coin)
DOInot available

Abstract

fetched live from OpenAlex

This dissertation investigates the slavery and post-emancipation periods in French Guiana using archival, geospatial, and archaeological data from a nineteenth-century spice plantation in combination with an ethnographic exploration of the cultural heritage of slavery. Information from a variety of archival sources reveal the myths that French administrators created and perpetuated to encourage settlement in what was generally understood to be a “failed” colonial space. An analysis of LiDAR reveals highly organized plantation landscapes that embedded colonial power in the landscape. An initial artifact study at the household level reveals that enslaved people relied on a variety of imported material culture in their daily lives. I argue that the landscapes of spice production were more significant than previously acknowledged and that enslaved people were active participants in colonial networks. As the first archaeological investigation of a plantation slave quarter in French Guiana, this dissertation considers slavery from a non-island, non-sugar dominant colony to counter the more well-studied plantations in the Caribbean. The excavation provides baseline information for a new region using methods that have become well-established within African Diaspora archaeology, yet it challenges the convention that plantation landscapes are directly correlated with the commodities being produced for export to instead claim that spice plantation landscapes functioned to express French colonial ideologies. Because the lack of basic information about slavery heavily influences contemporary discourse, the project includes essential public components that support the broader project of reparative scholarship. Community-engaged site visits furthermore contribute to Afro-diasporic heritage tourism that directly confronts colonial legacies by centering the histories, spaces, and materiality of enslavement.

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: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.408
Threshold uncertainty score0.811

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.003
Science and technology studies0.0070.005
Scholarly communication0.0030.002
Open science0.0010.002
Research integrity0.0010.001
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 head0.010
GPT teacher head0.193
Teacher spread0.183 · 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

Citations0
Published2021
Admission routes1
Has abstractyes

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