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Record W7112144601

МУЛЬТИКУЛЬТУРАЛІЗМ ТА ЙОГО ВПЛИВ НА ОСВІТУ

2019· article· uk· W7112144601 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

VenueThe Scientific Issues of Ternopil Volodymyr Hnatiuk National Pedagogical University Series pedagogy · 2019
Typearticle
Languageuk
FieldSocial Sciences
TopicEducation and Social Development in Ukraine
Canadian institutionsnot available
Fundersnot available
KeywordsMulticulturalismMulticultural educationGlobalizationContext (archaeology)Cultural diversityPoliticsDiversity (politics)Openness to experience
DOInot available

Abstract

fetched live from OpenAlex

The article considers the problems of multiculturalism, which are primarily related to socio-economic and political inequalities and misunderstandings between people of different cultural backgrounds and ethnic backgrounds. The cultural diversity of modern society provides the basis for a heightened imperative to develop multicultural education as an education that should help to live together in multicultural societies. Multicultural education, which began its development more than half a century ago in the USA, Canada, Australia, and now is dynamically developing today and in many Western European countries. On the territory of the European educational space, the multicultural dimension of higher education has become particularly important over the last decade, owing to the cultural diversity of European countries, owing to the openness of borders and the critical increase of immigrants, to which national authorities in European countries have responded with new legal and educational institutions. In view of the stated above, research into the development of multicultural education is important, based on the theoretical developments of educators and scholars, and on the best practices of educational institutions of the leading countries in the world, which are actively implementing this strategy. The author proposes to focus on the multicultural dimensions of education strategies as one of the key cultural and humanitarian education development strategies in the context of dynamic social transformations and globalization processes. In conclusion, the author emphasizes that the educational policy of many countries of the world pays much attention to multicultural education in order to improve social cohesion, reduce social exclusion, inequality, and to develop human capital, as well as defines the perspectives of development of multicultural education in Ukraine.

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)0.004
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Insufficient payload (model declined to judge)
Consensus categoriesScience and technology studies, Insufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.816
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0040.001
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.002
Science and technology studies0.0030.005
Scholarly communication0.0000.001
Open science0.0030.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0200.003

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 head0.082
GPT teacher head0.378
Teacher spread0.296 · 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