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Record W7028173486

Erasmus Mundus as academic mobility program for students

2016· article· en· W7028173486 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

VenueЭлектронный научный архив ТПУ: Главная страница (Tomsk Polytechnic University) · 2016
Typearticle
Languageen
FieldSocial Sciences
TopicHigher Education Governance and Development
Canadian institutionsnot available
Fundersnot available
KeywordsErasmus+Higher educationWork (physics)Curriculum
DOInot available

Abstract

fetched live from OpenAlex

Internationalization of higher education is one of the consequences of globalization in today's world.Internationalization of education is commonly understood as a process in which the objectives, functions and organization of educational services acquire an international significance.The concept of internationalization in higher education in the international practice traditionally includes two aspects: the "internal" internationalization and "external" internationalization, or it can be called as the education abroad [2].This issue has received much attention mainly because foreign universities are the most attractive for students, teachers and researchers from other countries.In recent years there is a tendency of the international university activity around the world.It is indicated by the increase in the number of students studying abroad as well as student and teacher exchanges.In addition, the practice of attracting foreign teachers to work is greatly extended.The international activity is used by many universities to expand their research and educational opportunities and improve the quality of teaching, competitiveness, university' s prestige, establish useful contacts and develop cooperation.The student mobility, i.e. an increase in the number of students studying abroad, can be referred to one of the known forms of the internationalization of higher education [2].It should be noted that the student studying in other country is not a new and unknown phenomenon.The process of student mobility in a number of countries has been ongoing for a long time.However, according to UNESCO the level of international student mobility has increased over the last 25 years by 300%.The phenomenon of mobility is rather young but not new to our country.It has quite firmly consolidated its position among the students due to the wide prospects [1].The student mobility is stimulated by various state and regional programs (such as "Erasmus", "Komet", "Lingua").M any countries enter into bilateral and multilateral agreements in this field.National differences in the education access, quantitative restrictions in the recruitment of students to certain specialties make students look for opportunities to study abroad.Language and cultural concerns attract students to educational programs of Great Britain, France, and the USA.The dominance of the English language as the main language of modern science, and as the most frequently studied second language, led to the fact that, along with the US and Britain, hosting the largest number of international students, Canada and Australia entered into the list of countries hosting foreign students [4].Gradually foreign students' flows have been perceived by the majority of host countries more as trade rather than aid, since in many cases foreign students pay full tuition fees.In many educational institutions hosting students, especially in English-speaking countries, the income received from foreign students' full payment is a significant increase to the annual declining university budget.Without this additional income, many universities could not simply exist [3].One of the most famous academic mobility programs is Erasmus M undus.This program was established by the European Union in 2004 as the extension of Erasmus program existed previously.The Erasmus program has been intended to support the inner European students' exchange, and also aims to support the development of economic, political and university cooperation between the EU and Russia.In the framework of program the scholarship is

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.886
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.002
Science and technology studies0.0010.001
Scholarly communication0.0000.001
Open science0.0020.000
Research integrity0.0010.000
Insufficient payload (model declined to judge)0.0010.001

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 head0.021
GPT teacher head0.360
Teacher spread0.338 · 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