Teacher's Readiness to Work under the Conditions of Educational Space Digitalization
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 information environment of the Internet, turns into the powerful educational tool. This article explores the issues of digital transformation of an educational space. These are the results of the monitoring study on the problems of the teacher's readiness to effectively use digital tools for the organization of the educational process: electronic forms of textbooks, educational applications, online services and educational platforms. The advantages and disadvantages of digital transformation are further explored. The binary learning effect of digital educational tools is acknowledged, as the Educational nature is not only the content of the resource, but also the process of working with it, which contributes to the development of not only the student, but also the professional skills of the teacher. The rapid development of digital technologies and methods of network integration, allow for the implementation of advanced learning technologies that take into account the processes of human self-organization and social communication in the conditions of a digital transformation.
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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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