LIBRARY SOCIAL INSTITUTE IN THE FIRST QUARTER OF THE 21ST CENTURY: HISTORICAL AND SOCIO-CULTURAL FACTORS OF DEVELOPMENT
Bibliographic record
Abstract
Purpose of the Article. Library Social Institute is a complex, multifaceted concept that simultaneously covers many spheres of human activity – documentary, information, and communication, socio-cultural, educational and enlightening. The purpose of the study is to analyze the historical and socio-cultural development factors of the library social institute from the current positions of global information influences and activation of information and communication national international interaction as well. The methodology of the study means the historical, institutional and systematic approaches to the study of historical, social, information and communication influences that determine the transformation of the library social institution in the near future. Scientific Novelty. The main historical factors in the development of the BSI include the influence of national revival ideas, the development of civil society, free access to information and knowledge, informatization and so on. The range of socio-cultural factors that significantly influence the development of the BSI in the first quarter of the 21st century the overarching influence of the digital cultureand concept of the knowledge society is attributed. Conclusions. The findings reveal the prospects for implementing the Library Development Strategy in the period till 2025 “Qualitative Changes of Libraries for Ensuring Sustainable Development of Ukraine” as well as the involvement of library and information institutions in participating in the governmental digital transformation projects of Ukraine.Key words: library, library social institute, historical factors, socio-cultural factors, knowledge society, digital culture.
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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 | 0.003 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.003 | 0.004 |
| Science and technology studies | 0.006 | 0.006 |
| Scholarly communication | 0.010 | 0.005 |
| Open science | 0.001 | 0.006 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.005 | 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 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".