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Record W4376645809 · doi:10.1080/1070289x.2023.2213940

Intercultural sensitivity at work: oral histories of the first-generation Serbian immigrants to multicultural Canada

2023· article· en· W4376645809 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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueIdentities · 2023
Typearticle
Languageen
FieldSocial Sciences
TopicInternational Student and Expatriate Challenges
Canadian institutionsnot available
Fundersnot available
KeywordsSerbianMulticulturalismImmigrationDiasporaGender studiesHybridityDiversity (politics)Identity (music)SociologyCultural diversityPolitical scienceCroatianAnthropologyLawAestheticsLinguisticsArt

Abstract

fetched live from OpenAlex

This article aims to problematize the concept of Canadian multiculturalism from its inception in 1971 to its current tendencies and determine whether this policy is still attainable by referring to significant views of Hall, Taylor, Duchastel, Perin, Clifford, Drache, Hoyos and Kymlicka. These theoretical insights are explored in the case of the Serbian diaspora in Canada. The study is based on the oral histories of the members of the first generation of Serbian immigrants to Canada, conducted in July 2008 in Toronto. Bennett’s Developmental Model of Intercultural Sensitivity is used as a theoretical framework. The results show that the first generation of Serbian immigrants shares stronger ties with the mother country than their descendants; however, respect for the values of diversity and hybridity contributes to the process of making inter-generational differences less conspicuous which, regarding the Serbian diasporic community, represents a proof of the topicality of the Canadian multicultural experiment.

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: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.308
Threshold uncertainty score0.398

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 studies0.0010.000
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 head0.040
GPT teacher head0.285
Teacher spread0.245 · 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