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Record W582316008 · doi:10.7202/701577ar

L’UNESCO et la promotion des politiques scientifiques nationales en Afrique sub-saharienne, 1960-1979

2005· article· en· W582316008 on OpenAlexvenueno aff
Charles H. Davis

Bibliographic record

VenueÉtudes internationales · 2005
Typearticle
Languageen
FieldMedicine
TopicGlobal Health and Surgery
Canadian institutionsnot available
Fundersnot available
KeywordsPolitical sciencePromotion (chess)Science policyPoliticsFunction (biology)Principal (computer security)HumanitiesPublic administrationLaw

Abstract

fetched live from OpenAlex

In the last two decades many African states established science policy institutions inspired, directly or indirectly, by the promotional activities of UNESCO. This paper examines certain aspects of UNESCO's science policy assistance activities in Africa and describes the science policy devices that are proposed to African states inapproximately 45 mission reports. While the principal function of science policy is supposed to be to increase the utility of national scientific and technical resources, science policy assistance takes place within contexts that lend other kinds of significance to it. Three factors that have contributed to the expansion of UNESCO-promoted science policy bodies in Africa are discussed: entrepreneurial initiatives on the part of UNESCO, the volontarist-managerial approach to domestic political decision-making offered by the UNESCO science policy paradigm, and assistance relations between donors and African clients.

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)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.915
Threshold uncertainty score0.652

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
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 head0.032
GPT teacher head0.348
Teacher spread0.315 · 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 designTheoretical or conceptual
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

Citations8
Published2005
Admission routes1
Has abstractyes

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