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Record W4411565668 · doi:10.32586/rcda.v23i2.1030

Políticas públicas para a primeira infância: questões conceituais experiências e o papel dos Tribunais de Contas

2025· article· en· W4411565668 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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueRevista Controle - Doutrina e Artigos · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicSocial and Political Issues
Canadian institutionsnot available
Fundersnot available
KeywordsPolitical science

Abstract

fetched live from OpenAlex

Early childhood represents a crucial phase of human development, characterized by intense brain plasticity and the formation of fundamental socio-emotional skills. Investments in this stage have demonstrated significant returns in several areas, including education, health, and economics, as evidenced by studies from the Organisation for Economic Co-operation and Development (OECD), Harvard University’s Center on the Developing Child, and international organizations such as the World Bank and the United Nations Children’s Fund (UNICEF). This paper analyzes the strategic importance of public policies aimed at early childhood, highlighting successful international experiences, such as Chile's Chile Crece Contigo program and Canadian initiatives, as well as national policies including Brazil’s Marco Legal da Primeira Infância (Early Childhood Legal Framework) and the Programa Criança Feliz (Happy Child Program). Also noteworthy are the recent initiatives of the Brazilian Audit Courts, which have launched early childhood pacts across multiple states to strengthen governance and enhance the effectiveness of public policies for children up to six years of age. This work proposes a critical examination of the need for intersectoral and sustainable actions, prioritizing equity and social participation, to achieve integrated child development in Brazil.

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)0.001
metaresearch head score (Gemma)0.003
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.968
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0010.001
Scholarly communication0.0010.000
Open science0.0010.000
Research integrity0.0000.000
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 head0.023
GPT teacher head0.394
Teacher spread0.372 · 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