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Record W595263705 · doi:10.5860/choice.42-3057

Think tank traditions: policy research and the politics of ideas

2005· article· en· W595263705 on OpenAlexaboutno aff

Bibliographic record

VenueChoice Reviews Online · 2005
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicPolitical Influence and Corporate Strategies
Canadian institutionsnot available
Fundersnot available
KeywordsPoliticsPolitical scienceSociologyEnvironmental ethicsEpistemologyPhilosophyLaw

Abstract

fetched live from OpenAlex

1. Introduction Think tanks, policy advice and governance - Diane Stone Part I The international dimension 2. Institutes of International Affairs in foreign policy making, opinion mobilisation and unofficial diplomacy - Inderjeet Parmar 3. Think tanks beyond nation states - Diane Stone 4. European Union think tanks: Generating ideas, analysis and debate - Heidi Ullrich Part II European think tank traditions 5. Think tanks in Germany - Martin Thunert 6. Italy: Think tanks and the political system - Sonia Lucarelli and Claudio M. Radaelli 7. French think tanks in comparative perspective - Catherine Fieschi and John Gaffney 8. Think tanks, post communism and democracy in Russia, Central and Eastern Europe - Mark Sandle Part III. Think tanks in democratic development and economic transition 9. The Chinese tradition of policy research institutes - Ming Chen Shai with Diane Stone 10. Think tanks in Japan: A new alternative - Makiko Ueno 11. Think tanks and Malaysian development - Su Ming Khoo 12. Think tanks in developing countries: Lessons from Argentina - Miguel Braun, Antonio Cicioni and Nicholas J. Durote Part IV. The Anglo-American tradition 13. The business of ideas: A look at the think tank industry in the United States - Don Abelson 14. A 'hollowed out' tradition? British think tanks in the twenty-first century - Andrew Denham and Mark Garnett 15. Australian think tanks - Ian Marsh and Diane Stone 16. Three decades of Canadian think tanks: Evolving institutions, conditions and strategies - Evert A. Lundqvist Afterword Soft power, global agendas - William Wallace -- .

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)0.019
metaresearch head score (Gemma)0.033
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 score0.043
Threshold uncertainty score0.145

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0190.033
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0030.012
Science and technology studies0.0080.030
Scholarly communication0.0300.018
Open science0.0020.008
Research integrity0.0100.014
Insufficient payload (model declined to judge)0.0430.016

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 head0.159
GPT teacher head0.396
Teacher spread0.237 · 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

Citations182
Published2005
Admission routes1
Has abstractyes

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