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Record W4385693227 · doi:10.32920/23912874.v1

"Work in Progress: Twenty-five Years of the Convention on the Rights of the Child.” The General Measures of Implementation Across the Globe

2023· preprint· en· W4385693227 on OpenAlexaff
Tara M. Collins, Lisa Wolff

Bibliographic record

Venuenot available
Typepreprint
Languageen
FieldSocial Sciences
TopicHuman Rights and Development
Canadian institutionsToronto Metropolitan UniversityUnited Nations Children's Fund Canada
FundersAnhui University of Science and TechnologyUNICEF
KeywordsGlobeConventionConvention on the Rights of the ChildHuman rightsLegislationPolitical scienceCorporate governanceState (computer science)Public administrationGeneral assemblyLawEconomicsMedicineManagement

Abstract

fetched live from OpenAlex

<p>Since its adoption twenty-five years ago, the Convention on the Rights of the Child (CRC) has guided many actors and institutions around the world in relation to children. Yet, what influence has it had upon legislation, policies and programs, and what progress has occurred for children? An important measure of its impact is the status of the General Measures of the Implementation of the CRC, which the UN Committee on the Rights of the Child has identified as a foundational requirement of the framework of action. Focusing on law reform, budgeting, monitoring, and independent human rights institutions, this paper describes the state ofthese general measures with examples in different countries around the world to confirm the CRC's significance in governance and public policy. It is submitted that the CRC has been influential in public policy and that there is much more room for progress guided by the CRC. The paper concludes with recommendations for CRC states parties.</p>

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 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)0.003
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.841
Threshold uncertainty score0.994

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.001
Scholarly communication0.0000.000
Open science0.0010.001
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 head0.066
GPT teacher head0.372
Teacher spread0.306 · 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 teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
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

Citations0
Published2023
Admission routes1
Has abstractyes

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