The possibilities of an interactive multifunctional cloud portfolio for the individualization of education in primary school
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
Problem statement . One of the priorities of the modern school is informatization and individualization of education. The implementation of these tasks can be facilitated by an electronic portfolio as a means for evaluating the individual educational results of students, optimizing work with information, and supporting the design of a non-linear structure for presenting materials in different formats. The research is aimed at studying the possibilities of an interactive multifunctional cloud portfolio for the individualization of education in a primary school. Methodology . Theoretical and methodological analysis and generalization of legal acts, literature on the application of information and communication technologies in education, processing of test results and electronic content of the portfolio are applied. Experimental work was carried out on the basis of Gymnasium No. 1 in Kirovo-Chepetsk. The experiment involved 52 students from grades 5-10 (girls - 52%, boys - 48%). Pearson’s chi-squared test for statistical data processing was used. Results . A model of an interactive multifunctional cloud portfolio has been developed for the individualization of education in a primary school. This model determines the structure of an interactive multifunctional cloud portfolio, including the sections “My individual educational route” (personal development of the student), “My lessons” (class activities), “My studios” (extracurricular activities), “My affairs” (educational work). The Google Classroom service was used to implement the model. Statistically significant differences in qualitative changes in the pedagogical system were revealed. Conclusion . The possibilities of an interactive multifunctional cloud portfolio for the individualization of education in a primary school are summarized: changing the nature of interaction between participants in educational relations; formation of universal educational activities, communication skills; personal development of students, etc.
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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 | 0.003 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.002 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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