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Record W3123536940

Africa 2050: Realizing the Continent's Full Potential

2014· preprint· en· W3123536940 on OpenAlexaboutno aff
Theodore Ahlers, Hiroshi Kato, Harinder Kohli, Callisto E. Madavo, Anil Sood

Bibliographic record

VenueRePEc: Research Papers in Economics · 2014
Typepreprint
Languageen
FieldSocial Sciences
TopicInternational Development and Aid
Canadian institutionsnot available
Fundersnot available
KeywordsProsperityContext (archaeology)PoliticsPolitical scienceDevelopment economicsEconomicsPolitical economyEconomic growthLawGeography
DOInot available

Abstract

fetched live from OpenAlex

Africa is at a critical inflection point. After decades of disappointing performance a combination of sound macro policies and a commodity price bonanza has led to a dramatic and long overdue surge in African growth rates and concomitant improvement in social indicators. This impressive performance has now created its own challenge for African leadership-the heightened aspirations of their own people and the expectation of the world at large. And responding to this challenge will definitely require more than staying the course-more of the same will not work. It will require bold and tenacious pursuit of multifaceted policies and initiatives that will call for intellectual integrity and single?minded determination combined with political courage at home and statesmanship abroad. It is in this context that the experience of the other emerging markets economies may provide pointers as African leaders grapple with the complex multidimensional issues of not just maintaining but accelerating economic growth, prosperity and well?being of their populace. To set the stage for defining the opportunities and the promise that can lie ahead, this report sets out alternative scenarios of what the outcomes could be but not predictions of what they will be. This study also outlines a framework and action agenda that can deliver Africa's promise. Contributors to this volume - Mahmood Ayub is a Senior Associate with Centennial International Group in Washington, DC.; Anupam Basu is a Senior Associate with Centennial Group International; James Bond is an independent financial advisor specializing in energy and infrastructure in emerging economies; Fantu Cheru is a Distinguished Research Associate at the North-South Institute (Ottawa, Canada), Senior Research Fellow at the Center for African Studies at Leiden University (The Netherlands), and Emeritus Professor of African and Development Studies at American University in Washington, DC.; David DeGroot is a Research Scholar in the New York University Urbanization Project and currently leads, under the direction of Solly Angel, the Urban Expansion Project in Ethiopia; Jose Fajgenbaum is the Director of Centennial Group, Latin America; Birger Fredriksen is a consultant on education policies in developing countries; Jean-Pierre Guengant holds a PhD in development economics and a master's degree in demography; Harpaul Alberto Kohli is the Manager of Information Analytics at Centennial Group International and the Emerging Markets Forum, where he is responsible for all modeling, statistics, databases, and technology management; Claudio M. Loser is CEO and President of Centennial Latin America and is Advisor for the Emerging Markets Forum. Loser is also a Senior Fellow at the Inter-American Dialogue; John May, a specialist in population policies and programs, is currently a Visiting Scholar at the Population Reference Bureau (PRB); John Murray McIntire is currently Deputy Director General for Integrated Sciences at the International Livestock Research Institute in Nairobi; Serge Michailof is currently an Associate Researcher at the Institut de Relations Internationale et Strategique (IRIS) in Paris; Praful Patel holds an MA (urban settlements) from the Massachusetts Institute of Technology. He is a former Vice President of The World Bank and currently with Centennial Group International serving as their Vice President for Africa; Jeffrey Racki has worked in both the private and public sectors in technical and management positions dealing with housing, urban development, local government, and service delivery; Graham Stegmann is currently an independent consultant on international development; Tomonori Sudo is a Senior Research Fellow at the JICA Research Institute currently conducting research on environment and climate change issues. He is also a member of the OECD/DAC Environment and Development Cooperation Network.

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)0.005
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: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.942
Threshold uncertainty score0.654

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0050.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.001
Scholarly communication0.0000.000
Open science0.0010.001
Research integrity0.0000.001
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 head0.038
GPT teacher head0.335
Teacher spread0.297 · 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

Citations13
Published2014
Admission routes1
Has abstractyes

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