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Record W7119749245 · doi:10.29051/el.v7iesp.8.16349

Multiculturalismo e educação de segunda língua

2021· article· en· W7119749245 on OpenAlex
Vladimir Dubrovin, Yulia Nikolaevna Solovarova, Aigul Zaripova, Aidar Zakirov

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

VenueLatin American Theatre Review (The University of Kansas) · 2021
Typearticle
Languageen
FieldSocial Sciences
TopicMultilingual Education and Policy
Canadian institutionsnot available
Fundersnot available
KeywordsMulticulturalismIndigenousState (computer science)Multinational corporationSituatedLegislatureEthnic group

Abstract

fetched live from OpenAlex

The paper considers the problems that arose during the implementation of the multiculturalism policy in countries situated in Europe, North America, Australia, and New Zealand with a multinational population. Multiculturalism is becoming the basis of state policy, as it integrates and adapts the minority and majority into a single community while emphasizing and preserving ethnic, linguistic, and confessional identity. The authors identify four key socio-political cases of multiculturalism: Canada, Australia, New Zealand, and the Scandinavian Peninsula, which reflect the modern results of the multiculturalism policy. The paper notes that the policy of multiculturalism of these countries consolidates concerning the "indigenous peoples" the official status of the ethnic minority and the language of indigenous peoples within the framework of the main state legislative acts. It is concluded that their models of multicultural development are the most appropriate for multinational Russian states.

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 categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.918
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
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 head0.032
GPT teacher head0.368
Teacher spread0.337 · 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