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Record W2312302950 · doi:10.1375/prp.4.2.95

Intercultural Relations and Acculturation in the Pacific Region

2010· article· en· W2312302950 on OpenAlexaff
John W. Berry

Bibliographic record

VenueJournal of Pacific Rim Psychology · 2010
Typearticle
Languageen
FieldSocial Sciences
TopicRacial and Ethnic Identity Research
Canadian institutionsQueen's University
Fundersnot available
KeywordsAcculturationSociocultural evolutionSociologyMulticulturalismArgument (complex analysis)Intercultural relationsSocial psychologyCultural diversityDiversity (politics)Intercultural communicationPsychologyEthnic groupAnthropologyPedagogy

Abstract

fetched live from OpenAlex

The Pacific region is one of the most culturally diverse areas of the world; societies within this region are also culturally diverse. For both these reasons, intercultural relations and acculturation phenomena are at the forefront of psychological interests there. This paper first situates these phenomena in their ecological and cultural contexts, in which human diversity and individual behaviour can be examined and understood as adaptations to these contexts. Then the notion of differentiation in psychological and sociocultural phenomena is discussed, linking them to the concept of social capital. The processes involved in acculturation and intercultural relations are then described, and linked to the concept of differentiation. The argument is presented (with an empirical example from research with immigrant youth) that the more differentiated are a person's psychological life, as well as their social and cultural engagements, then the better adapted they are to living interculturally. Suggestions for policy and programme development and implementation are made: these include advancing the multicultural way of living together, and of accepting the need for mutual accommodation.

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)0.001
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: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.043
Threshold uncertainty score0.086

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0040.004
Scholarly communication0.0020.001
Open science0.0000.002
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0020.000

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 head0.062
GPT teacher head0.429
Teacher spread0.368 · 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 designObservational
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

Citations47
Published2010
Admission routes1
Has abstractyes

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Same venueJournal of Pacific Rim PsychologySame topicRacial and Ethnic Identity ResearchFrench-language works237,207