Historiography of Developing the Issue of the Information Skills in the Social and Cultural Space of the Further Education
Bibliographic record
Abstract
The paper deals with the problem of historiography, presented in three stages: the first stage (50-90s of the ХХ century) is characterized by the introduction of a scientific apparatus expertise creating the preconditions of differences between concepts, the release of an independent direction of history of social and cultural activities. In the second phase (90-2000s) pedagogical research appears on the problem of the formation of different types of competence (professional, informational, social, psychological, communication, legal, social, cultural and educational). The methodology of historical and educational research created and refined conceptual framework of social and cultural activities. The third phase (2000 to the present) is characterized by comprehensive research in the field of information competence, substantiation of theoretical and methodological framework, the researchers conducted an analysis of the phenomenon of leisure activities from the standpoint of the theory of culture, an emphasis on cultural needs, which are the motivation for leisure-time activities.
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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 | 0.002 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.002 | 0.007 |
| Scholarly communication | 0.003 | 0.004 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.003 |
| Insufficient payload (model declined to judge) | 0.009 | 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".