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Record W2082524742 · doi:10.1177/002070200305800409

Architecture without Blueprints

2003· article· en· W2082524742 on OpenAlexaboutno aff
Roy Culpeper, David Emelifeonwu, Luigi Scarpa De Masellis

Bibliographic record

VenueInternational Journal Canada s Journal of Global Policy Analysis · 2003
Typearticle
Languageen
FieldSocial Sciences
TopicCanadian Policy and Governance
Canadian institutionsnot available
Fundersnot available
KeywordsProsperityFamineDevelopment economicsPolitical sciencePopulationBlueprintEconomic growthPolitical economySociologyEconomicsLaw

Abstract

fetched live from OpenAlex

INTRODUCTION AND CONTEXTFew people could have imagined, even in 1990, the radically different circumstances that would face the world community at the turn of the century; particularly those in the developing world as well as those in richer countries engaged in the development enterprise. Against the promise of a peace dividend at the end of the Cold War, there have been global financial crises, massive crimes against humanity, episodes of genocide and brutal civil conflict, and a devastating pandemic (HIV/AIDS) that has hollowed out much of the working population in Africa and elsewhere. There have been recurring droughts and famine, due both to climate change and to human folly or malevolence. Most recently, the US-led wars against terrorism in Afghanistan and Iraq portend a massive reallocation of world resources to security and defence.At the same time, regions of prosperity and greater well-being have surfaced in the developing world, most recently in the two Asian giants, China and India, home to 40 per cent of humankind. Industrial development, powered by modern technology and international commerce, is transforming many parts of Asia and Latin America, providing people with employment and income opportunities their parents only dreamed about. In Africa, the New Partnership for African Development (NEPAD) and the formation of the African Union signal a new mood among African leaders to grapple collectively with the issues of development, governance and conflict.In this rapidly changing environment, Canada's role is bound to be different from the one it enjoyed until 1990. It is also true, however, that during the decade of the 1990s, Canada deliberately chose to scale down its role and commitments on the world stage because of its fiscal crisis. Canada was not unique, however, in facing a fiscal crisis, though it arguably took more severe measures than many of its peers in the industrial world, particularly the Nordic countries and the Netherlands, which sustained their high levels of support for foreign aid despite similar fiscal pressures. Moreover, Canada's aid program took a disproportionate share of the cuts in federal funding as part of its deficit-reduction initiatives.(1)By the end of the decade, the fiscal deficit was clearly vanquished and many Canadians called upon their country to recover some of the ground it had ceded.(2) It is not possible, though, to regain the status quo ante because the world is a very different place, and Canada's new prime minister must make choices that are attuned to it and to its likely future course.Our paper is organized as follows. This section describes the key elements of the new context in which development must take place in the years ahead. The following section sets out the key challenges and opportunities that face leaders, including Canada's new prime minister, as they contemplate the reshaping of development policy. The final section sets out an agenda for the new prime minister in the new context, taking advantage of Canada's key strengths.There are two aspects of the current global context particularly worth noting. First, the picture is not all bad. Arguably, an overall assessment might be that the developing world is a better place today for most of its people than it was half a century ago. Second, the relations between rich and poor countries are considerably more complex. The ubiquitous forces of globalization have made developing countries part of a system in which foreign aid is increasingly insignificant relative to other linkages with the industrial world--trade, finance, migration and technology. As a result, thinking about development, and about development policy, has shifted substantially in recent years.Good as well as badOver the last decade, a considerable amount of bad news has emanated from the developing world, disseminated by the media, ever more able to transmit instantaneously and in graphic detail, accounts of tragedies from the remotest corners of the globe. …

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)0.002
metaresearch head score (Gemma)0.006
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: none
Teacher disagreement score0.997
Threshold uncertainty score0.434

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.006
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.002
Science and technology studies0.0030.004
Scholarly communication0.0110.012
Open science0.0020.006
Research integrity0.0030.003
Insufficient payload (model declined to judge)0.1300.066

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 head0.008
GPT teacher head0.316
Teacher spread0.308 · 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

Citations3
Published2003
Admission routes1
Has abstractyes

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Same venueInternational Journal Canada s Journal of Global Policy AnalysisSame topicCanadian Policy and GovernanceFrench-language works237,207