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Record W1483472245 · doi:10.1017/cbo9780511791116.012

Conclusions: Government Performance, Political Representation, and Public Perceptions of Contemporary Democracy in Latin America

2001· book-chapter· en· W1483472245 on OpenAlexaffabout
Frances Hagopian

Bibliographic record

VenueCambridge University Press eBooks · 2001
Typebook-chapter
Languageen
FieldSocial Sciences
TopicPolitics and Society in Latin America
Canadian institutionsKellogg's (Canada)
Fundersnot available
KeywordsDemocratizationLatin AmericansDemocracyAuthoritarianismQuarter (Canadian coin)PoliticsPolitical scienceRepresentation (politics)Government (linguistics)Third wavePolitical economyDevelopment economicsSociologyHistoryLawEconomics

Abstract

fetched live from OpenAlex

A quarter century after the Third Wave of democratization began in Latin America, democratic regimes have never been as prevalent or even as secure in Latin America. There have been no reversals of democracy to speak of in the past quarter century – only in Peru in 1992 was there a partial exception to democratic rule, and only in Cuba today is an authoritarian leader so firmly entrenched that uncertainty remains about the way to effect a democratic transition. In most of the continent, that transition took place so long ago that an entire generation cannot remember living at a time when they could not vote for their leaders. Yet, all is not well. Public support and enthusiasm for democracy is as weak as it has perhaps ever been. When asked specifically whether or not they prefer democracy to any other form of government, Latin Americans manifest high rates of ambivalence. Latinobarómetro data – published annually in The Economist magazine – shows that Latin America is replete with “doubting democrats.” On average, in 2003 only slightly more than half of Latin Americans agreed with the statement that “democracy is preferable to any other kind of government” ( The Economist 2003: 33), and 52 percent of respondents across the region agreed that they would “not mind a non-democratic government in power if it could solve the economic problems” (Latinobarómetro 2003: 12). Only in Honduras, Venezuela, and Mexico has public support for democracy not eroded in the past seven years (see Table 1.11).

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: Other · Consensus signal: none
Teacher disagreement score0.014
Threshold uncertainty score0.046

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.006
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.002
Science and technology studies0.0010.002
Scholarly communication0.0030.002
Open science0.0000.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0140.001

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 head0.037
GPT teacher head0.267
Teacher spread0.231 · 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
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

Citations49
Published2001
Admission routes2
Has abstractyes

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Same venueCambridge University Press eBooksSame topicPolitics and Society in Latin AmericaFrench-language works237,207