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Record W3170633714 · doi:10.6000/1929-4409.2021.10.33

Fulfillment of Labor Rights for Persons with Disabilities in Indonesia

2021· article· en· W3170633714 on OpenAlexvenueno aff
Nazifah Nazifah, Dewa Gede Sudika Mangku, Ni Putu Rai Yuliartini

Bibliographic record

VenueInternational Journal of Criminology and Sociology · 2021
Typearticle
Languageen
FieldSocial Sciences
TopicIndonesian Legal and Regulatory Studies
Canadian institutionsnot available
Fundersnot available
KeywordsHuman rightsDignityConvention on the Rights of Persons with DisabilitiesObligationCultural rightsConvention on the Elimination of All Forms of Discrimination Against WomenInternational human rights lawLawPolitical scienceRight to workConventionFundamental rightsPoliticsRight to propertyMeaning (existential)SociologyWork (physics)Psychology

Abstract

fetched live from OpenAlex

The purpose of this research is to fulfill the rights of persons with disabilities to obtain jobs following their fields without reducing their rights. The research method used is normative juridical with literature study. Decent work is a right for every human being without exception. Various racial, ethnic, and religious backgrounds that are part of a human's identity do not become a barrier for him to get his right. Likewise with the physical or non-physical conditions that underlie a human being. Every human being who has a certain physical or non-physical background also has the same rights to get decent work, including persons with disabilities. The State of Indonesia ratified the Convention on the Rights of Persons with Disabilities into Law Number 19 of 2011. In the preamble of the law, it was explained that the countries that signed the convention had the obligation to promote and protect the rights and dignity of persons with disabilities and promote their participation in the civil, political, economic, social, and cultural spheres is based on equal opportunities, meaning that the Indonesian Government is obliged by law to fulfill the rights of persons with disabilities, especially about the right to work in Indonesia.

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)0.003
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.015
Threshold uncertainty score0.030

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0040.003
Scholarly communication0.0030.002
Open science0.0010.002
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0040.000

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 head0.042
GPT teacher head0.329
Teacher spread0.287 · 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 designQualitative
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

Citations25
Published2021
Admission routes1
Has abstractyes

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Same venueInternational Journal of Criminology and SociologySame topicIndonesian Legal and Regulatory StudiesFrench-language works237,207