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Record W2406526351 · doi:10.1080/07329113.2015.1072387

Indigenous legal traditions and Canadian<i>Bhinneka Tunggal Ika</i>: Indonesian lessons for legal pluralism in Canada

2015· article· en· W2406526351 on OpenAlexaffabout
Kenji Tokawa

Bibliographic record

VenueThe Journal of Legal Pluralism and Unofficial Law · 2015
Typearticle
Languageen
FieldSocial Sciences
TopicLegal Studies and Policies
Canadian institutionsUniversity of Ottawa
Fundersnot available
KeywordsLegal pluralismIndigenousJurisprudenceIndonesianLegitimacyPluralism (philosophy)Political scienceSociologyLegal formalismLegal realismLawLegal researchPoliticsComparative lawEpistemology

Abstract

fetched live from OpenAlex

Bhinneka Tunggal Ika is a popular Indonesian phrase meaning “unity in diversity.” Through comparing Canadian and Indonesian approaches to conceptualizing and administering legal pluralism vis-à-vis indigenous peoples, the paper uses this concept to recommend direction for the administration of justice in Canada. The areas of comparison are the three main barriers to instituting a robust legal pluralism in Canada – legitimacy, dependency, and implementation. Where Asian and particularly Indonesian philosophies of legal pluralism create an atmosphere that legitimates legal pluralism's role as a nation-building tool, North American philosophies exacerbate an already adversarial and hierarchical relationship between multiple coexisting legal orders. While these divergent ways of framing legal pluralism have not resulted in large differences for these countries in terms of legislating to reconcile the existence of indigenous legal orders with those of the state, they have affected the way indigenous peoples and state citizens actually practice such coexistence. In general, current Indonesian practices founded on the idea of regionalism and bhinneka tunggal ika (unity in diversity) offer more opportunities for indigenous legal traditions to function. In contrast, Canadian practices founded on the centralization of power and the dominance of state legal order over indigenous ones hinder such opportunities. Ironically, the origins of the Canadian legal system and the creation of the nation were dependent on and shaped significantly by indigenous and non-indigenous societies' early respect for each other's legal orders – as treaties and early Canadian jurisprudence show. This paper advocates for a return to that respect in the interest of Canadian nation-building.

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)0.003
metaresearch head score (Gemma)0.004
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: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.184
Threshold uncertainty score0.946

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.003
Science and technology studies0.0500.015
Scholarly communication0.0110.003
Open science0.0020.004
Research integrity0.0020.008
Insufficient payload (model declined to judge)0.0070.000

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 head0.029
GPT teacher head0.275
Teacher spread0.246 · 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

Citations5
Published2015
Admission routes2
Has abstractyes

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