Priorities of Formation of the Educational Environment: Global and Local Features
Bibliographic record
Abstract
Abstract. Introduction. Modern educational opportunities allow to expand the verbal, communicative, logical and analytical abilities of the individual. Gaining additional knowledge and skills in the field of general competencies determines the ability to search, perceive, analyze, interpret, evaluate information, express opinions, understand principles, phenomena and processes, critically evaluate facts, identify possible alternatives and make decisions. Purpose. The solution can be provided by the development of the educational environment in the field of adult education through the interaction of the provider that offers and provides educational services, androgynous, which provides direct educational services and the adult learner. For the domestic educational space, the development of adult education is at an early stage and requires the implementation of common tasks by all participants in the educational environment in order to ensure the effectiveness and efficiency of the planned areas. Results. Educational programs are actively implemented and joint educational projects are implemented in the direction of formation of professional and social knowledge, skills and abilities, general educational competencies taking into account trends in information technology development, use of artificial intelligence, digitization process and media distribution. The information environment has a significant impact on the consciousness of each individual and requires the acquisition of relevant knowledge and skills in order to adapt, socialize. Such mechanisms for spreading the field of media education are aimed at increasing the level of information literacy and effective interaction between participants in the educational process. The authors investigate the essence and priorities of the formation of the educational environment in view of global processes and phenomena, individual needs of the individual in the formation of individual educational trajectory, professional and social competencies. The importance of developing general competencies for adaptation in the global society is proved. The priority directions of development of the educational environment on the experience of other countries of the world and interaction between the participants in the field of adult education are determined. The relevance of effective partnership in the implementation of interaction mechanisms is determined. The authors emphasize the need to use best practices in the field of media education and dissemination of knowledge and skills in order to develop logical and analytical skills. It is stipulated that the information environment has a significant impact on the consciousness of each individual and requires the acquisition of relevant knowledge and skills in order to adapt to the information space. Such mechanisms for the dissemination of media education are aimed at increasing the level of information literacy and effective interaction, as evidenced by the experience of the United States and Canada. Conclusions. The result is the ability to adequately use information and critically perceive information messages. The authors proved that the implementation of the tasks in the educational environment will enhance the capacity to provide general competencies that provide opportunities for critical thinking, perception and understanding of the media, logical thinking and adequate perception of information that enhances its influence and expands spheres of interaction at all levels: from local to global, from global to local).
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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 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.002 | 0.002 |
| Scholarly communication | 0.004 | 0.002 |
| Open science | 0.000 | 0.003 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.005 | 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".