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Record W4286288301 · doi:10.46793/uzdanica19.1.317j

Bilingvalno obrazovanje i vaspitanje na školskom i predškolskom nivou u Srbiji i u svetu

2022· article· en· W4286288301 on OpenAlex
Aleksandar P. Janković, Danijela Prošić-Santovac

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

VenueУзданица · 2022
Typearticle
Languageen
FieldSocial Sciences
TopicEducation, Law, and Society
Canadian institutionsnot available
Fundersnot available
KeywordsForeign languageGermanCompetence (human resources)PedagogyMathematics educationReading (process)Bilingual educationPsychologyPolitical scienceSociologyLinguistics

Abstract

fetched live from OpenAlex

This paper, first of all, gives an overview of theoretical-pedagogical and other assumptions on teaching in school and preschool bilingual education. It gives an overview of some of the currently applied didactic-methodological, curricular and other solutions of this kind in countries where the practice of bilingual education has recently come to life, includ- ing Serbia, where it is practiced today in numerous state or private kindergartens and schools, especially in larger towns, i.e. in environments where it is easier to find educators who speak foreign languages. Some important requirements for educators and teachers regarding their language competencies that qualify them for educational work in one of the foreign languages are considered, such as competence in both certain subject and the foreign language in which it will be taught, the skill in terms of cooperation between the subject teacher and foreign lan- guage teacher, etc. Also, empirical indicators on the efficiency of bilingual teaching in foreign and domestic practice are discussed, such as research projects on the effectiveness of bilingual teaching in the world that have been aimed at determining how much it has contributed to the level of development of student competencies, with most of such research being conducted in Canada, Finland and Germany. Some of the benefits of bilingual education include better results of bilingual students when compared to non-bilingual peers in all language skills (speaking, lis- tening, reading and writing in English, French and German), higher motivation levels, a richer lexical fund, more skills of knowledge transfer, language spontaneity, intercultural awareness, cognitive flexibility and creativity, etc. However, it has been concluded that, given that there are not many dilemmas of a scientific-theoretical nature regarding the earlier inclusion of preschool children and students in various forms of institutional bilingual education, it is unsustainable that bilingual education is still an educational novelty in Serbia, and that, judging by the insignificant number of preschool institutions and schools in Serbia committed to bilingual education, this problem is still not given enough attention. Therefore, it would be useful, at least at the optional level, to offer university students foreign language teaching programs that would functionally train them for this type of teaching.

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)0.002
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies, Insufficient 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: Empirical
Teacher disagreement score0.645
Threshold uncertainty score0.998

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0030.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0080.000

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 head0.029
GPT teacher head0.329
Teacher spread0.300 · 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