MétaCan
Menu
Back to cohort
Record W2020523432 · doi:10.7202/030870ar

Cotton Imperialism: Manchester Merchants and Cotton Cultivation in West Africa in the Mid-Nineteenth Century

2006· article· fr· W2020523432 on OpenAlexvenueno aff
Barrie M. Ratcliffe

Bibliographic record

VenueHistorical Papers · 2006
Typearticle
Languagefr
FieldSocial Sciences
TopicAfrican history and culture studies
Canadian institutionsnot available
Fundersnot available
KeywordsHumanitiesArtPolitical science

Abstract

fetched live from OpenAlex

Pendant les décennies 1850 et 1860, beaucoup d'efforts ont été consacrés au maintien de la production du coton brut, destiné à l'exportation, dans différentes régions de l'Afrique occidentale. A partir du cas des marchands de Manchester, et à la lumière tant des documents du « Colonial Office » que des sources privées et publiques de Manchester, l'auteur étudie les causes et effets de ces efforts. II les replace d'abord dans le contexte des vues contemporaines sur l'impérialisme européen en Afrique occidentale et, en particulier, dans celui de l'importance qui s'avère capitale, à l'époque, de rechercher des marchés et des sources nouvelles de matières premières. Il s'applique ensuite à définir la nature des rapports qui s'établissent, d'une part, entre le gouvernement et les divers groupes de pression et, d'autre part, entre la métropole et la périphérie. Enfin, il conclut que si l'étude de ce cas particulier ne jette pas toute la lumière sur le rôle qu'ont pu jouer les matières premières dans les relations qu'a entretenues la métropole avec les zones périphériques, elle n'en démontre pas moins l'importance du problème et tout l'intérêt qu'il peut susciter.

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 distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation 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 score0.751
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.237
Teacher spread0.216 · 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 teacher head, 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
Published2006
Admission routes1
Has abstractyes

Explore more

Same venueHistorical PapersSame topicAfrican history and culture studiesFrench-language works237,207