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Record W2549951586 · doi:10.1093/fh/crw065

Economie et développement durable: héritages historiques et défis actuels au sein du monde francophone

2016· article· fr· W2549951586 on OpenAlexaff
Samir Saul

Bibliographic record

VenueFrench History · 2016
Typearticle
Languagefr
FieldAgricultural and Biological Sciences
TopicAgriculture and Rural Development Research
Canadian institutionsUniversité de Montréal
Fundersnot available
KeywordsFrenchContext (archaeology)Political scienceOrder (exchange)EconomySociologyHumanitiesHistoryBusinessEconomicsArtArchaeology

Abstract

fetched live from OpenAlex

Francophonie and economics are not often associated in common discourse. Francophone ties are normally sought in the fields of language and culture, perhaps also in international public aid to development. Rarely is the Francophone dimension present in the behaviour of firms or in the analysis of their policies outside their home borders. This book fills the void. It stresses the notion that linguistic and cultural ties do not suffice and must be complemented by economic relations in order to fulfil demand for development and jobs. It points to the French-speaking world as an important potential partner to the French economy, beset by slow growth. It strives to put forward the advantages of sustainable development in a Francophone context by way of historically oriented studies of various economic sectors. Considering that Africa is becoming a focus of rivalry pitting resource-hungry newcomers like the United States and China against the better-ensconced French, relying on Francophonie, the book could not be more timely.

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 categoriesInsufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: none
Teacher disagreement score0.698
Threshold uncertainty score0.998

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0230.003

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 head0.028
GPT teacher head0.237
Teacher spread0.209 · 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; both teacher heads agree on what is shown here.

Study designNot applicable
Domainnot available
GenreOther

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
Published2016
Admission routes1
Has abstractyes

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