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Record W7160662641 · doi:10.33679/rfn.v6i1e.1706

The Challenge of Decimating Poverty in Latin America by 2010

2017· article· W7160662641 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueFrontera norte · 2017
Typearticle
Language
FieldSocial Sciences
TopicIncome, Poverty, and Inequality
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsLatin AmericansPovertyDistribution (mathematics)Income distribution

Abstract

fetched live from OpenAlex

Probablemente sea aún muy pronto para llegar a cualquier conclusión definitiva sobre el efecto de los ajustes estructurales a la distribución de ingresos y su efecto sobre la evolución de la pobreza en América Latina; sin embargo, este trabajo intenta evaluar las tendencias arriba mencionadas en siete países lationamericanos durante la década de los ochenta. La evidencia que aquí se presenta apunta hacia una correlación entre los procesos de cambio acelerado en los regímenes de comercio de tales países y una tendencia hacia la concentración de los ingresos. A la vez, este artículo subraya que los países con un proceso gradual de reformas comerciales han mostrado un mejoramiento en su distribución del ingreso.ABSTRACTIt is probably too early to draw any definite conclusions on the effect of structural adjustment in the distribution of income, and the evolution of poverty in Latin America. This paper, however, represents an attempt to assess income distribution trends and the evolution of poverty in seven Latin American countries during the 1980's. The evidence presented here points at a correlation between processes of rapid change in the countries' trade regimes, and a tendency toward the concentration of income. At the same time, this article emphasizes how countries with a gradual process of trade reform have shown an improvement in their distribution of income.

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.

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)0.002
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.577
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0020.001
Scholarly communication0.0000.001
Open science0.0020.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.039
GPT teacher head0.316
Teacher spread0.277 · 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