Bibliographic record
Abstract
The education of the young generation is currently the focus of attention of all developed countries. A critical view of its results forces responsible officials to think about its improvement and changes. The reform of education in many countries was based on the awareness of the weaknesses and results of their own education system and, on the other hand, in an effort to be competitive in the modern world. The introduction of comparison of education results in the PISA and TIMS projects played a significant role in this. In addition to knowledge, the emphasis was placed mainly on reading, mathematical and scientific literacy. Many of the elements emerging in current reform efforts are supported by good results in the most advanced education systems, e.g. in Finland, Norway, Germany, England, Canada, the USA and other countries. Some reforms have also had negative findings and results. The basic goal of the DIDFYZ 2025 conference will be to reflect on the development of scientific literacy and especially critical thinking as an umbrella for the knowledge, methods and competencies that a student should have in individual educational concepts and their transformation in the new education reform. The idea of organizing regular international meetings of physicists who deal with education in physics arose in the seventies of the last century. The Department of Physics of Constantine the Philosopher University in Nitra took on the organizational role of the aforementioned conference on current problems of education in physics. It first organized a conference called DIDFYZ in 1977 in Bojnice. Other conferences were held in Nitra, in Račkova dolina in the Western Tatras, and from 2019 in Terchová. List of Committees are available in this PDF.
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How this classification was reachedexpand
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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.002 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 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 teacher head, 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".