Control of the level of the development of foreign language competence of students of higher educational institutions
Bibliographic record
Abstract
Языковое образование на уровне государственных документов признано одним из главных составляющих высшего образования. Над разработкой концепции и стратегии языковой политики в Европе работали коллективы ученых из Канады, США и различных европейских стран-членов Совета по культурному сотрудничеству. Интеграция России в европейские и международные организации обуславливает необходимость качественной иноязычной подготовки курсантов вузов системы МВД. Основы новой языковой политики в России освещены в работах коллектива лингвистов, в которых определены современные подходы к преподаванию иностранных языков в русле Общеевропейских Рекомендаций Совета Европы. В исследованиях отечественных и зарубежных ученых выделен ряд противоречий, объективно существующих в практике обучения иностранным языкам в высших учебных заведениях. К ним относятся: традиционное изучение грамматики, лексики, обучение переводу на занятиях по иностранному языку и необходимость формирования практических навыков иноязычного общения с учетом фоновых знаний о стране и языке и знаний профессиональной терминологии; отсутствие системной связи между профессиональной и иноязычной подготовкой курсантов нефилологических специальностей в высших учебных заведениях; несогласованность требований Министерства образования и науки России с рекомендациями Совета Европы. Language education at the level of state documents is recognized as one of the main components of higher education. Teams of scientists from Canada, the USA and various European countries -members of the Council for Cultural Cooperation - worked on the development of the concept and strategy of language policy in Europe. Russia's integration into European and international organizations necessitates high-quality foreign language training of graduates of the Ministry of Internal Affairs system. The foundations of the new language policy in Russia are highlighted in the works of a team of linguists, which define modern approaches to teaching foreign languages in line with the Pan-European Recommendations of the Council of Europe. In the studies of domestic and foreign scientists, a number of contradictions have been identified that objectively exist in the practice of teaching foreign languages in higher educational institutions. These include: the traditional study of grammar, vocabulary, translation training in foreign language classes and the need to develop practical skills of foreign language communication, taking into account background knowledge of the country and language and knowledge of professional terminology; the lack of a systematic link between the professional and foreign language training of students of non-philological specialties in higher education institutions; inconsistency of the requirements of the Ministry of Education and Science of Russia with the recommendations of the Council of Europe.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.006 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.003 | 0.001 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.008 | 0.001 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".