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Record W2182988658

The Advent of Liberal Democratic Multiculturalism? A Case Study of Multicultural Coexistence Policies in Japan

2015· article· en· W2182988658 on OpenAlexaboutno aff
Stephen Nagy

Bibliographic record

VenueSSRN Electronic Journal · 2015
Typearticle
Languageen
FieldSocial Sciences
TopicPolitical Philosophy and Ethics
Canadian institutionsnot available
Fundersnot available
KeywordsMulticulturalismPolitical scienceDemocracyLiberalismLiberal democracyPolitical economySociologyLawPolitics
DOInot available

Abstract

fetched live from OpenAlex

In March 2006, the Japanese Ministry of Internal Affairs and Communications (MIC) released a report called the “Research Report on the Promotion of Multicultural Coexistence.” Targeted primarily at newcomers, but also at Japanese citizens, its aim was to implement a series of measures under the rubric of multicultural coexistence that would minimise intercultural friction between the two groups and facilitate the lives of foreign residents living in Japan. Questions remain though as to what exactly multicultural coexistence is, and how it differs from multiculturalism as seen in the countries most experienced in multiculturalism such as Australia, Canada, and the United States. The aim of this paper is to examine Japanese multicultural coexistence by employing liberal democratic multiculturalism as a yardstick. This paper will locate Japan’s multicultural coexistence policy within the liberal democratic multiculturalism debate and examine whether or not Japanese multicultural coexistence adheres to the principles and ideals of the liberal democratic multiculturalism tradition.

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)0.001
Version: codex-gemma-dda1882f352aValidation 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 score0.142
Threshold uncertainty score0.986

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
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 head0.063
GPT teacher head0.361
Teacher spread0.298 · 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 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

Citations4
Published2015
Admission routes1
Has abstractyes

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