Cultural and Leisure Activity as a Factor of Preservation of Ukrainian Identity
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.
Bibliographic record
Abstract
The article proves that cultural and leisure activities as one of the important components of the functioning of society, has a great power of semantic and emotional impact on the individual. The great variety of its forms, means and methods allows conveying to people the ideas of spiritual wealth of society. The content of cultural and leisure activities is due to the needs of society in improving the social relations, the need to preserve Ukrainian identity in the context of globalization, the need to develop diverse abilities of people through the productive organization of their leisure time. It was found that cultural and leisure activities, which in their content and structure involves a variety of entertainment and recreational activities, creates conditions for identifying and satisfying the freedom to choose personal leisure needs and interests, is a process of cultural creation (creation, dissemination and increase of cultural values), which should stimulate the development of creative individuality. It has been proved that in order to preserve the Ukrainian cultural identity, it is necessary to improve the cultural and leisure sphere, because it is in it that folk customs, holidays, folklore, traditions, and rites are most reproduced.
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 imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.013 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it