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Record W4400523946 · doi:10.1080/27706869.2024.2374631

Relational self and farmworker law reform: the case of Indonesia

2024· article· en· W4400523946 on OpenAlexaff
Beth Lyon, Pranoto Iskandar

Bibliographic record

VenueLegal Pluralism and Critical Social Analysis · 2024
Typearticle
Languageen
FieldSocial Sciences
TopicAsian Studies and History
Canadian institutionsMcGill University
Fundersnot available
KeywordsLawPolitical science

Abstract

fetched live from OpenAlex

This article celebrates and explores Keebet Benda-Beckmann’s important work on the centrality of “relationality” in legal pluralism, in Indonesia in particular, and more generally in the non-Western world. We aim to extend Benda-Beckmann’s argument on the centrality of relationality and legal pluralism into our analysis of an urgent project of Indonesian law reform: farmworker protection. We make an interpretive claim on the status of “relational self” as an organizing idea in the Indonesian legal consciousness. To build that interpretive claim, we provide qualitative context drawn from our field research in two farmworker communities in rural West Java, Indonesia. With the situation of Indonesian farmworkers as its case study, this paper presents how relational self-construal can be a starting point for the introduction of a greater access to justice. To build its argument, the paper first identifies relational self as the Indonesian farmworkers’ central notion of self. Ultimately, the paper develops a model of law reform proposal that takes relational self as its overarching supposition.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.935
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0020.001
Scholarly communication0.0000.000
Open science0.0000.000
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 head0.017
GPT teacher head0.302
Teacher spread0.285 · 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.

Study designTheoretical or conceptual
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

Citations1
Published2024
Admission routes1
Has abstractyes

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