MétaCan
Menu
Back to cohort
Record W3118664150 · doi:10.20473/ydk.v36i1.24032

Protecting Freedom of Expression in Multicultural Societies: Comparing Constitutionalism in Indonesia and Canada

2021· article· en· W3118664150 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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueYuridika · 2021
Typearticle
Languageen
FieldSocial Sciences
TopicIndonesian Election Politics and Participation
Canadian institutionsPublic Works and Government Services Canada
Fundersnot available
KeywordsMulticulturalismExpression (computer science)Freedom of expressionContext (archaeology)Interpretation (philosophy)ConstitutionalismLawSociologyPolitical scienceHuman rightsLaw and economicsDemocracyLinguisticsComputer sciencePoliticsHistoryPhilosophy

Abstract

fetched live from OpenAlex

This paper explores the similarities and differences in Indonesia and Canada regarding the constitutionally protected freedom of expression. While one may expect that both countries do not have much in common from a general standpoint, both do have several similarities in their approach to the interpretation and application of that freedom. The exercise of freedom of expression is also examined through the spectrum of jurisprudential examples from both countries, more specifically in the context of ‘hate speech’, ‘artistic expression’ and ‘language expression’.In addition, the social reality of both countries underlying the freedom of expression is uncovered. Further, the limitations imposed in both countries on that fundamental freedom are also discussed. Learning from the exercise that consisted in this paper to compare relevant laws of two countries, and despite the differences between their respective legal traditions, this study argues that freedom of expression, in two different countries such as Indonesia and Canada, can play a more effective role in a society with a multicultural character that complies with the rule of law.

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)0.000
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: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.348
Threshold uncertainty score0.473

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
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 head0.028
GPT teacher head0.290
Teacher spread0.262 · 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